BibTeX records: Shusaku Tsumoto

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@inproceedings{DBLP:conf/bigdataconf/KimuraTH23,
  author       = {Tomohiro Kimura and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jingrui He and
                  Themis Palpanas and
                  Xiaohua Hu and
                  Alfredo Cuzzocrea and
                  Dejing Dou and
                  Dominik Slezak and
                  Wei Wang and
                  Aleksandra Gruca and
                  Jerry Chun{-}Wei Lin and
                  Rakesh Agrawal},
  title        = {Analysis of Medical Incident Reports using Text Mining\({}^{\mbox{*}}\)},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
                  Italy, December 15-18, 2023},
  pages        = {6057--6062},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386437},
  doi          = {10.1109/BIGDATA59044.2023.10386437},
  timestamp    = {Fri, 02 Feb 2024 12:00:39 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KimuraTH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/IkedoKTH23,
  author       = {Hiroyuki Ikedo and
                  Tomohiro Kimura and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jingrui He and
                  Themis Palpanas and
                  Xiaohua Hu and
                  Alfredo Cuzzocrea and
                  Dejing Dou and
                  Dominik Slezak and
                  Wei Wang and
                  Aleksandra Gruca and
                  Jerry Chun{-}Wei Lin and
                  Rakesh Agrawal},
  title        = {Using Hospital Information System Data to Estimate Nursing Care Needs},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
                  Italy, December 15-18, 2023},
  pages        = {6063--6068},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386259},
  doi          = {10.1109/BIGDATA59044.2023.10386259},
  timestamp    = {Fri, 02 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/IkedoKTH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoKH22,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  title        = {Expectation-Maximization {(EM)} Clustering as a Preprocessing Method
                  for Clinical Pathway Mining},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {16},
  number       = {1},
  pages        = {25--52},
  year         = {2022},
  url          = {https://doi.org/10.1007/s12626-021-00100-w},
  doi          = {10.1007/S12626-021-00100-W},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoKH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoKH22a,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  title        = {Order Trajectory Analysis for Monitoring Clinical Process},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {16},
  number       = {1},
  pages        = {53--70},
  year         = {2022},
  url          = {https://doi.org/10.1007/s12626-021-00096-3},
  doi          = {10.1007/S12626-021-00096-3},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoKH22a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KimuraTH22,
  author       = {Tomohiro Kimura and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {Similarity Analysis of Order Trajectory for Hospital Management},
  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  pages        = {6232--6238},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022.10020997},
  doi          = {10.1109/BIGDATA55660.2022.10020997},
  timestamp    = {Fri, 18 Aug 2023 17:39:03 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KimuraTH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoKHY22,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano and
                  Katsutoshi Yada},
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {Temporal Data Mining in AI-based Patient Navigation Service},
  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  pages        = {6239--6246},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022.10020702},
  doi          = {10.1109/BIGDATA55660.2022.10020702},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoKHY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2022,
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022},
  doi          = {10.1109/BIGDATA55660.2022},
  isbn         = {978-1-6654-8045-1},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoHKI21,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Tomohiro Kimura and
                  Haruko Iwata},
  title        = {Mining Clinical Process from Hospital Information System: {A} Granular
                  Computing Approach},
  journal      = {Fundam. Informaticae},
  volume       = {182},
  number       = {2},
  pages        = {181--218},
  year         = {2021},
  url          = {https://doi.org/10.3233/FI-2021-2070},
  doi          = {10.3233/FI-2021-2070},
  timestamp    = {Wed, 06 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoHKI21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoKH21,
  author       = {Shusaku Tsumoto and
                  Tomohirno Kimura and
                  Shoji Hirano},
  title        = {Determination of Disease from Discharge Summaries},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {15},
  number       = {1},
  pages        = {49--66},
  year         = {2021},
  url          = {https://doi.org/10.1007/s12626-021-00076-7},
  doi          = {10.1007/S12626-021-00076-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoKH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoKH21a,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  title        = {Mining Clinical Pathways Using Dual Clustering},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {15},
  number       = {2},
  pages        = {287--307},
  year         = {2021},
  url          = {https://doi.org/10.1007/s12626-021-00082-9},
  doi          = {10.1007/S12626-021-00082-9},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoKH21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Tsumoto21,
  author       = {Shusaku Tsumoto},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Granular Computing based Comparison of Agglomerative Clustering},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {5553--5560},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671393},
  doi          = {10.1109/BIGDATA52589.2021.9671393},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/Tsumoto21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Tsumoto21a,
  author       = {Shusaku Tsumoto},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Empirical Rule Induction Methods Selection},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {5561--5570},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671726},
  doi          = {10.1109/BIGDATA52589.2021.9671726},
  timestamp    = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/Tsumoto21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ist/TsumotoKH21,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  title        = {Comparison of Clustering Strategies using a Partition Tree},
  booktitle    = {{IEEE} International Conference on Imaging Systems and Techniques,
                  {IST} 2021, Kaohsiung, Taiwan, August 24-26, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IST50367.2021.9651356},
  doi          = {10.1109/IST50367.2021.9651356},
  timestamp    = {Wed, 12 Jan 2022 09:10:08 +0100},
  biburl       = {https://dblp.org/rec/conf/ist/TsumotoKH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoKH20,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  editor       = {Xintao Wu and
                  Chris Jermaine and
                  Li Xiong and
                  Xiaohua Hu and
                  Olivera Kotevska and
                  Siyuan Lu and
                  Weija Xu and
                  Srinivas Aluru and
                  Chengxiang Zhai and
                  Eyhab Al{-}Masri and
                  Zhiyuan Chen and
                  Jeff Saltz},
  title        = {Automated Dual Clustering for Clinical Pathway Mining\({}^{\mbox{*}}\)},
  booktitle    = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
                  Atlanta, GA, USA, December 10-13, 2020},
  pages        = {5387--5396},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/BigData50022.2020.9377849},
  doi          = {10.1109/BIGDATA50022.2020.9377849},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoKH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoKH20a,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  editor       = {Xintao Wu and
                  Chris Jermaine and
                  Li Xiong and
                  Xiaohua Hu and
                  Olivera Kotevska and
                  Siyuan Lu and
                  Weija Xu and
                  Srinivas Aluru and
                  Chengxiang Zhai and
                  Eyhab Al{-}Masri and
                  Zhiyuan Chen and
                  Jeff Saltz},
  title        = {Order Trajectory Analysis in Hospital Information System\({}^{\mbox{*}}\)},
  booktitle    = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
                  Atlanta, GA, USA, December 10-13, 2020},
  pages        = {5397--5404},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/BigData50022.2020.9378366},
  doi          = {10.1109/BIGDATA50022.2020.9378366},
  timestamp    = {Thu, 08 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoKH20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clar/0002DSTN20,
  author       = {Tiago Oliveira and
                  J{\'{e}}r{\'{e}}mie Dauphin and
                  Ken Satoh and
                  Shusaku Tsumoto and
                  Paulo Novais},
  editor       = {Mehdi Dastani and
                  Huimin Dong and
                  Leon van der Torre},
  title        = {Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity
                  Setting},
  booktitle    = {Logic and Argumentation - Third International Conference, {CLAR} 2020,
                  Hangzhou, China, April 6-9, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12061},
  pages        = {166--183},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-44638-3\_11},
  doi          = {10.1007/978-3-030-44638-3\_11},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/clar/0002DSTN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YadaIOWT20,
  author       = {Katsutoshi Yada and
                  Ken Ishibashi and
                  Taku Ohashi and
                  Danhua Wang and
                  Shusaku Tsumoto},
  editor       = {Giuseppe Di Fatta and
                  Victor S. Sheng and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {How Shoppers Walk and Shop in a Supermarket},
  booktitle    = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
                  2020, Sorrento, Italy, November 17-20, 2020},
  pages        = {114--118},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDMW51313.2020.00025},
  doi          = {10.1109/ICDMW51313.2020.00025},
  timestamp    = {Sun, 21 Feb 2021 16:22:10 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/YadaIOWT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis2/TsumotoKH20,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  editor       = {Zhongzhi Shi and
                  Mihir K. Chakraborty and
                  Samarjit Kar},
  title        = {From Texts to Classification Knowledge},
  booktitle    = {Intelligence Science {III:} 4th {IFIP} {TC} 12 International Conference,
                  {ICIS} 2020, Durgapur, India, February 24-27, 2021, Revised Selected
                  Papers},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {623},
  pages        = {173--184},
  publisher    = {Springer International Publishing},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-74826-5\_15},
  doi          = {10.1007/978-3-030-74826-5\_15},
  timestamp    = {Thu, 12 Jan 2023 10:29:48 +0100},
  biburl       = {https://dblp.org/rec/conf/icis2/TsumotoKH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/TsumotoK020,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Shoji Hirano},
  editor       = {Katsutoshi Yada and
                  Daisuke Katagami and
                  Yasufumi Takama and
                  Takayuki Ito and
                  Akinori Abe and
                  Eri Sato{-}Shimokawara and
                  Junichiro Mori and
                  Naohiro Matsumura and
                  Hisashi Kashima},
  title        = {Mining in Discharge Summaries},
  booktitle    = {Advances in Artificial Intelligence - Selected Papers from the Annual
                  Conference of Japanese Society of Artificial Intelligence, {JSAI}
                  2020, Kumamoto-ken, Japan, 9-12 June 2020},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1357},
  pages        = {61--72},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-73113-7\_6},
  doi          = {10.1007/978-3-030-73113-7\_6},
  timestamp    = {Thu, 02 Feb 2023 15:40:16 +0100},
  biburl       = {https://dblp.org/rec/conf/jsai/TsumotoK020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HiranoT19,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Mining frequent temporal patterns from medical data based on fuzzy
                  ranged relations},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {2654--2658},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006563},
  doi          = {10.1109/BIGDATA47090.2019.9006563},
  timestamp    = {Tue, 18 Oct 2022 14:44:48 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/HiranoT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoKIH19,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Estimation of Disease Code from Electronic Patient Records},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {2698--2707},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006296},
  doi          = {10.1109/BIGDATA47090.2019.9006296},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoKIH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoIKT19,
  author       = {Shoji Hirano and
                  Haruko Iwata and
                  Tomohiro Kimura and
                  Shusaku Tsumoto},
  editor       = {Panagiotis Papapetrou and
                  Xueqi Cheng and
                  Qing He},
  title        = {Clinical Pathway Generation from Order Histories and Discharge Summaries},
  booktitle    = {2019 International Conference on Data Mining Workshops, {ICDM} Workshops
                  2019, Beijing, China, November 8-11, 2019},
  pages        = {333--340},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDMW.2019.00056},
  doi          = {10.1109/ICDMW.2019.00056},
  timestamp    = {Mon, 20 Jan 2020 18:49:02 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoIKT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/TsumotoH19,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Ralph Baker Kearfott and
                  Ildar Z. Batyrshin and
                  Marek Z. Reformat and
                  Martine Ceberio and
                  Vladik Kreinovich},
  title        = {Granular Rules for Medical Diagnosis},
  booktitle    = {Fuzzy Techniques: Theory and Applications - Proceedings of the 2019
                  Joint World Congress of the International Fuzzy Systems Association
                  and the Annual Conference of the North American Fuzzy Information
                  Processing Society IFSA/NAFIPS'2019 (Lafayette, Louisiana, USA, June
                  18-21, 2019)},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1000},
  pages        = {681--691},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-21920-8\_60},
  doi          = {10.1007/978-3-030-21920-8\_60},
  timestamp    = {Thu, 06 Oct 2022 12:30:17 +0200},
  biburl       = {https://dblp.org/rec/conf/ifsa/TsumotoH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijssci/WangRRBAMTPH18,
  author       = {Yingxu Wang and
                  Victor Raskin and
                  Julia Rayz and
                  George Baciu and
                  Aladdin Ayesh and
                  Fumio Mizoguchi and
                  Shusaku Tsumoto and
                  Dilip Patel and
                  Newton Howard},
  title        = {Cognitive Computing: Methodologies for Neural Computing and Semantic
                  Computing in Brain-Inspired Systems},
  journal      = {Int. J. Softw. Sci. Comput. Intell.},
  volume       = {10},
  number       = {1},
  pages        = {1--14},
  year         = {2018},
  url          = {https://doi.org/10.4018/IJSSCI.2018010101},
  doi          = {10.4018/IJSSCI.2018010101},
  timestamp    = {Sat, 20 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijssci/WangRRBAMTPH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/0002DSTN18,
  author       = {Tiago Oliveira and
                  J{\'{e}}r{\'{e}}mie Dauphin and
                  Ken Satoh and
                  Shusaku Tsumoto and
                  Paulo Novais},
  editor       = {Elisabeth Andr{\'{e}} and
                  Sven Koenig and
                  Mehdi Dastani and
                  Gita Sukthankar},
  title        = {Argumentation with Goals for Clinical Decision Support in Multimorbidity},
  booktitle    = {Proceedings of the 17th International Conference on Autonomous Agents
                  and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
                  2018},
  pages        = {2031--2033},
  publisher    = {International Foundation for Autonomous Agents and Multiagent Systems
                  Richland, SC, {USA} / {ACM}},
  year         = {2018},
  url          = {http://dl.acm.org/citation.cfm?id=3238061},
  timestamp    = {Sat, 30 Sep 2023 09:34:53 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/0002DSTN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoHKI18,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Tomohiro Kimura and
                  Haruko Iwata},
  editor       = {Naoki Abe and
                  Huan Liu and
                  Calton Pu and
                  Xiaohua Hu and
                  Nesreen K. Ahmed and
                  Mu Qiao and
                  Yang Song and
                  Donald Kossmann and
                  Bing Liu and
                  Kisung Lee and
                  Jiliang Tang and
                  Jingrui He and
                  Jeffrey S. Saltz},
  title        = {From Hospital Big Data to Clinical Process: {A} Granular Computing
                  Approach},
  booktitle    = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
                  Seattle, WA, USA, December 10-13, 2018},
  pages        = {2669--2678},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/BigData.2018.8622240},
  doi          = {10.1109/BIGDATA.2018.8622240},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoHKI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoHKI18,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Tomohiro Kimura and
                  Haruko Iwata},
  editor       = {Hanghang Tong and
                  Zhenhui Jessie Li and
                  Feida Zhu and
                  Jeffrey Yu},
  title        = {Construction of Clinical Pathway Generation from Nursing Records and
                  Discharge Summaries},
  booktitle    = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, Singapore, Singapore, November 17-20, 2018},
  pages        = {470--477},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDMW.2018.00075},
  doi          = {10.1109/ICDMW.2018.00075},
  timestamp    = {Thu, 14 Nov 2019 15:37:05 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoHKI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/TsumotoKIH18,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Jes{\'{u}}s Medina and
                  Manuel Ojeda{-}Aciego and
                  Jos{\'{e}} Luis Verdegay Galdeano and
                  David A. Pelta and
                  Inma P. Cabrera and
                  Bernadette Bouchon{-}Meunier and
                  Ronald R. Yager},
  title        = {Empirical Comparison of Distances for Agglomerative Hierarchical Clustering},
  booktitle    = {Information Processing and Management of Uncertainty in Knowledge-Based
                  Systems. Theory and Foundations - 17th International Conference, {IPMU}
                  2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part
                  {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {854},
  pages        = {538--548},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91476-3\_45},
  doi          = {10.1007/978-3-319-91476-3\_45},
  timestamp    = {Thu, 07 Jan 2021 08:57:40 +0100},
  biburl       = {https://dblp.org/rec/conf/ipmu/TsumotoKIH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/TsumotoKIH18,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Yong Shi and
                  Peter Wolcott and
                  Wikil Kwak and
                  Zhengxin Chen and
                  Yingjie Tian and
                  Heeseok Lee},
  title        = {Clinical Pathway Generation from Hospital Information System},
  booktitle    = {Proceedings of the 6th International Conference on Information Technology
                  and Quantitative Management, {ITQM} 2018, Advanced Information Technology
                  and Global Business Competition, October 20-21, 2018, Omaha, Nebraska,
                  {USA}},
  series       = {Procedia Computer Science},
  volume       = {139},
  pages        = {545--553},
  publisher    = {Elsevier},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.procs.2018.10.233},
  doi          = {10.1016/J.PROCS.2018.10.233},
  timestamp    = {Mon, 08 May 2023 14:38:37 +0200},
  biburl       = {https://dblp.org/rec/conf/itqm/TsumotoKIH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHKI18,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Tomohiro Kimura and
                  Haruko Iwata},
  title        = {Clinical Pathway Generation Based on Hierarchical Clustering and {EM}
                  Clustering},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2018, Miyazaki, Japan, October 7-10, 2018},
  pages        = {1327--1332},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/SMC.2018.00232},
  doi          = {10.1109/SMC.2018.00232},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHKI18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHKI18a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Tomohiro Kimura and
                  Haruko Iwata},
  title        = {Empirical Comparison of Similarities for Agglomerative Hierarchical
                  Clustering},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2018, Miyazaki, Japan, October 7-10, 2018},
  pages        = {3405--3410},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/SMC.2018.00577},
  doi          = {10.1109/SMC.2018.00577},
  timestamp    = {Thu, 24 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHKI18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcini/WangZWHBBHLMPRT17,
  author       = {Yingxu Wang and
                  Lotfi A. Zadeh and
                  Bernard Widrow and
                  Newton Howard and
                  Fran{\c{c}}oise Beaufays and
                  George Baciu and
                  D. Frank Hsu and
                  Guiming Luo and
                  Fumio Mizoguchi and
                  Shushma Patel and
                  Victor Raskin and
                  Shusaku Tsumoto and
                  Wei Wei and
                  Du Zhang},
  title        = {Abstract Intelligence: Embodying and Enabling Cognitive Systems by
                  Mathematical Engineering},
  journal      = {Int. J. Cogn. Informatics Nat. Intell.},
  volume       = {11},
  number       = {1},
  pages        = {1--15},
  year         = {2017},
  url          = {https://doi.org/10.4018/IJCINI.2017010101},
  doi          = {10.4018/IJCINI.2017010101},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcini/WangZWHBBHLMPRT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoKIH17,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Newton Howard and
                  Yingxu Wang and
                  Amir Hussain and
                  Freddie Hamdy and
                  Bernard Widrow and
                  Lotfi A. Zadeh},
  title        = {Construction of discharge summaries classifier},
  booktitle    = {16th {IEEE} International Conference on Cognitive Informatics {\&}
                  Cognitive Computing, ICCI*CC 2017, Oxford, United Kingdom, July 26-28,
                  2017},
  pages        = {513--519},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCI-CC.2017.8109797},
  doi          = {10.1109/ICCI-CC.2017.8109797},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoKIH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoKIH17,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Jian{-}Yun Nie and
                  Zoran Obradovic and
                  Toyotaro Suzumura and
                  Rumi Ghosh and
                  Raghunath Nambiar and
                  Chonggang Wang and
                  Hui Zang and
                  Ricardo Baeza{-}Yates and
                  Xiaohua Hu and
                  Jeremy Kepner and
                  Alfredo Cuzzocrea and
                  Jian Tang and
                  Masashi Toyoda},
  title        = {Mining text for disease diagnosis in hospital information system},
  booktitle    = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
                  Boston, MA, USA, December 11-14, 2017},
  pages        = {1850--1859},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BigData.2017.8258129},
  doi          = {10.1109/BIGDATA.2017.8258129},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoKIH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT17,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Raju Gottumukkala and
                  Xia Ning and
                  Guozhu Dong and
                  Vijay Raghavan and
                  Srinivas Aluru and
                  George Karypis and
                  Lucio Miele and
                  Xindong Wu},
  title        = {Frequent Temporal Pattern Mining for Medical Data Based on Ranged
                  Relations},
  booktitle    = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
  pages        = {612--616},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDMW.2017.87},
  doi          = {10.1109/ICDMW.2017.87},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/TsumotoKIH17,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  title        = {Construction of Discharge Summaries Classifier},
  booktitle    = {2017 {IEEE} International Conference on Healthcare Informatics, {ICHI}
                  2017, Park City, UT, USA, August 23-26, 2017},
  pages        = {74--82},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICHI.2017.92},
  doi          = {10.1109/ICHI.2017.92},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ichi/TsumotoKIH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iih-msp/TsumotoKIH17,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Jeng{-}Shyang Pan and
                  Pei{-}Wei Tsai and
                  Junzo Watada and
                  Lakhmi C. Jain},
  title        = {Discharge Summaries Classifier},
  booktitle    = {Advances in Intelligent Information Hiding and Multimedia Signal Processing
                  - Proceedings of the Thirteenth International Conference on Intelligent
                  Information Hiding and Multimedia Signal Processing, {IIH-MSP} 2017,
                  August, 12-15, 2017, Matsue, Shimane, Japan, Part {II}},
  series       = {Smart Innovation, Systems and Technologies},
  volume       = {82},
  pages        = {352--360},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-63859-1\_43},
  doi          = {10.1007/978-3-319-63859-1\_43},
  timestamp    = {Sun, 25 Oct 2020 22:36:24 +0100},
  biburl       = {https://dblp.org/rec/conf/iih-msp/TsumotoKIH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/TsumotoKIH17,
  author       = {Shusaku Tsumoto and
                  Tomohiro Kimura and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Vandana Ahuja and
                  Yong Shi and
                  Deepak Khazanchi and
                  Naseem Abidi and
                  Yingjie Tian and
                  Daniel Berg and
                  James M. Tien},
  title        = {Mining Text for Disease Diagnosis},
  booktitle    = {Proceedings of the 5th International Conference on Information Technology
                  and Quantitative Management, {ITQM} 2017, Creating Knowledge and Wisdom
                  via Big Data Analytics, December 8-10, 2017, New Delhi, India},
  series       = {Procedia Computer Science},
  volume       = {122},
  pages        = {1133--1140},
  publisher    = {Elsevier},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.procs.2017.11.483},
  doi          = {10.1016/J.PROCS.2017.11.483},
  timestamp    = {Mon, 08 May 2023 14:38:37 +0200},
  biburl       = {https://dblp.org/rec/conf/itqm/TsumotoKIH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH17,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Lech Polkowski and
                  Yiyu Yao and
                  Piotr Artiemjew and
                  Davide Ciucci and
                  Dun Liu and
                  Dominik Slezak and
                  Beata Zielosko},
  title        = {Induction of Rule for Differential Diagnosis},
  booktitle    = {Rough Sets - International Joint Conference, {IJCRS} 2017, Olsztyn,
                  Poland, July 3-7, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10313},
  pages        = {350--361},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-60837-2\_29},
  doi          = {10.1007/978-3-319-60837-2\_29},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcistudies/TsumotoH16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Multidimensional temporal mining in hospital information system},
  journal      = {Int. J. Comput. Intell. Stud.},
  volume       = {5},
  number       = {3/4},
  pages        = {317--337},
  year         = {2016},
  url          = {https://doi.org/10.1504/IJCISTUDIES.2016.10004369},
  doi          = {10.1504/IJCISTUDIES.2016.10004369},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcistudies/TsumotoH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WangKKLTT16,
  author       = {Mei{-}Hui Wang and
                  Kanta Kurozumi and
                  Mikiko Kawaguchi and
                  Chang{-}Shing Lee and
                  Hiroshi Tsuji and
                  Shusaku Tsumoto},
  title        = {Healthy diet assessment mechanism based on fuzzy markup language for
                  Japanese food},
  journal      = {Soft Comput.},
  volume       = {20},
  number       = {1},
  pages        = {359--376},
  year         = {2016},
  url          = {https://doi.org/10.1007/s00500-014-1512-5},
  doi          = {10.1007/S00500-014-1512-5},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/soco/WangKKLTT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Yingxu Wang and
                  Newton Howard and
                  Bernard Widrow and
                  Konstantinos N. Plataniotis and
                  Lotfi A. Zadeh},
  title        = {Active mining process for software quality estimation},
  booktitle    = {15th {IEEE} International Conference on Cognitive Informatics {\&}
                  Cognitive Computing ,ICCI*CC 2016, Palo Alto, CA, USA, August 22-23,
                  2016},
  pages        = {268--274},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICCI-CC.2016.7862046},
  doi          = {10.1109/ICCI-CC.2016.7862046},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH16a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Yingxu Wang and
                  Newton Howard and
                  Bernard Widrow and
                  Konstantinos N. Plataniotis and
                  Lotfi A. Zadeh},
  title        = {Construction of linguistic variables based on rule induction and concept
                  hierarchy},
  booktitle    = {15th {IEEE} International Conference on Cognitive Informatics {\&}
                  Cognitive Computing ,ICCI*CC 2016, Palo Alto, CA, USA, August 22-23,
                  2016},
  pages        = {516--522},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICCI-CC.2016.7862086},
  doi          = {10.1109/ICCI-CC.2016.7862086},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoNSL16,
  author       = {Shusaku Tsumoto and
                  Michinori Nakata and
                  Hiroshi Sakai and
                  Chenxi Liu},
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {A proposal of a privacy-preserving questionnaire by non-deterministic
                  information and its analysis},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {1956--1965},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840817},
  doi          = {10.1109/BIGDATA.2016.7840817},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoNSL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoHI16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {Construction of clinical pathway from histories of clinical actions
                  in hospital information system},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {1972--1981},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840819},
  doi          = {10.1109/BIGDATA.2016.7840819},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoHI16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoHIYK16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata and
                  Norio Yoshimoto and
                  Tomohiro Kimura},
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {Mining process for improvement of clinical process quality},
  booktitle    = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  pages        = {1982--1990},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/BigData.2016.7840820},
  doi          = {10.1109/BIGDATA.2016.7840820},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoHIYK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cmcsn/TsumotoH16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Incremental Updates of Rough Set-Based Probabilistic Rules},
  booktitle    = {Third International Conference on Computing Measurement Control and
                  Sensor Network, {CMCSN} 2016, Matsue, Japan, May 20-22, 2016},
  pages        = {28--31},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CMCSN.2016.53},
  doi          = {10.1109/CMCSN.2016.53},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cmcsn/TsumotoH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/OkudaYT16,
  author       = {Masumi Okuda and
                  Akira Yasuda and
                  Shusaku Tsumoto},
  title        = {A Data Mining Approach on the Structure of Patient Satisfaction in
                  {HCAHPS} Databases},
  booktitle    = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
                  2016, Chicago, IL, USA, October 4-7, 2016},
  pages        = {311},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICHI.2016.53},
  doi          = {10.1109/ICHI.2016.53},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ichi/OkudaYT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/IwataTH16,
  author       = {Haruko Iwata and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Dual Clustering for Clinical Care Construction},
  booktitle    = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
                  2016, Chicago, IL, USA, October 4-7, 2016},
  pages        = {314},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICHI.2016.56},
  doi          = {10.1109/ICHI.2016.56},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ichi/IwataTH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {V{\'{\i}}ctor Flores and
                  Fernando A. C. Gomide and
                  Andrzej Janusz and
                  Claudio Meneses and
                  Duoqian Miao and
                  Georg Peters and
                  Dominik Slezak and
                  Guoyin Wang and
                  Richard Weber and
                  Yiyu Yao},
  title        = {On Behavior of Statistical Indices in Incremental Context},
  booktitle    = {Rough Sets - International Joint Conference, {IJCRS} 2016, Santiago
                  de Chile, Chile, October 7-11, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9920},
  pages        = {483--492},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47160-0\_44},
  doi          = {10.1007/978-3-319-47160-0\_44},
  timestamp    = {Thu, 14 Oct 2021 10:26:19 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH16a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {V{\'{\i}}ctor Flores and
                  Fernando A. C. Gomide and
                  Andrzej Janusz and
                  Claudio Meneses and
                  Duoqian Miao and
                  Georg Peters and
                  Dominik Slezak and
                  Guoyin Wang and
                  Richard Weber and
                  Yiyu Yao},
  title        = {Linguistic Variables Construction in Information Table},
  booktitle    = {Rough Sets - International Joint Conference, {IJCRS} 2016, Santiago
                  de Chile, Chile, October 7-11, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9920},
  pages        = {493--502},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47160-0\_45},
  doi          = {10.1007/978-3-319-47160-0\_45},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH16,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Construction of linguistic variables from data and domain knowledge},
  booktitle    = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2016, Budapest, Hungary, October 9-12, 2016},
  pages        = {4519--4524},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SMC.2016.7844943},
  doi          = {10.1109/SMC.2016.7844943},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/IwataHT15,
  author       = {Haruko Iwata and
                  Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Maintenance and Discovery of Domain Knowledge for Nursing Care using
                  Data in Hospital Information System},
  journal      = {Fundam. Informaticae},
  volume       = {137},
  number       = {2},
  pages        = {237--252},
  year         = {2015},
  url          = {https://doi.org/10.3233/FI-2015-1177},
  doi          = {10.3233/FI-2015-1177},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/IwataHT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Ning Ge and
                  Jianhua Lu and
                  Yingxu Wang and
                  Newton Howard and
                  Philip Chen and
                  Xiaoming Tao and
                  Bo Zhang and
                  Lotfi A. Zadeh},
  title        = {Mining probabilistic rules using nonmonotonic rule layers},
  booktitle    = {14th {IEEE} International Conference on Cognitive Informatics {\&}
                  Cognitive Computing, ICCI*CC 2015, Beijing, China, July 6-8, 2015},
  pages        = {184--191},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCI-CC.2015.7259384},
  doi          = {10.1109/ICCI-CC.2015.7259384},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ase-bigdata/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Analytics for Hospital Management},
  booktitle    = {Proceedings of the {ASE} BigData {\&} SocialInformatics 2015,
                  {ASE} BD{\&}SI 2015, Kaohsiung, Taiwan, October 7-9, 2015},
  pages        = {15:1--15:6},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2818869.2818894},
  doi          = {10.1145/2818869.2818894},
  timestamp    = {Thu, 10 Feb 2022 12:12:52 +0100},
  biburl       = {https://dblp.org/rec/conf/ase-bigdata/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ase-bigdata/TsumotoHI15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Dual Clustering and Data Decomposition for Nursing Care Management},
  booktitle    = {Proceedings of the {ASE} BigData {\&} SocialInformatics 2015,
                  {ASE} BD{\&}SI 2015, Kaohsiung, Taiwan, October 7-9, 2015},
  pages        = {24:1--24:6},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2818869.2818932},
  doi          = {10.1145/2818869.2818932},
  timestamp    = {Thu, 10 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ase-bigdata/TsumotoHI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoHI15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Data decomposition and dual clustering for clinical care management},
  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
                  Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages        = {1475--1584},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigData.2015.7363923},
  doi          = {10.1109/BIGDATA.2015.7363923},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoHI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Granular formalization of medical diagnostic process},
  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
                  Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages        = {1608--1614},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigData.2015.7363928},
  doi          = {10.1109/BIGDATA.2015.7363928},
  timestamp    = {Wed, 31 Mar 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OkudaYT15,
  author       = {Masumi Okuda and
                  Akira Yasuda and
                  Shusaku Tsumoto},
  title        = {The Change of the Structure of Patient Satisfaction by Waiting Time,
                  Length of Stay and Hospital Rebuilding in Japan},
  booktitle    = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
                  Atlantic City, NJ, USA, November 14-17, 2015},
  pages        = {336--344},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDMW.2015.238},
  doi          = {10.1109/ICDMW.2015.238},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/OkudaYT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Rule Mining Based on Nonmonotonic Rule Layers and Its Application
                  to Medicine},
  booktitle    = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
                  Atlantic City, NJ, USA, November 14-17, 2015},
  pages        = {365--372},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDMW.2015.242},
  doi          = {10.1109/ICDMW.2015.242},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icserv/OkudaYT15,
  author       = {Masumi Okuda and
                  Akira Yasuda and
                  Shusaku Tsumoto},
  editor       = {Yuriko Sawatani and
                  James C. Spohrer and
                  Stephen K. Kwan and
                  Takeshi Takenaka},
  title        = {The Effects of Waiting Time, Length of Stay, and Hospital Remodeling
                  on the Structure of Patient Satisfaction},
  booktitle    = {Serviceology for Smart Service System, Selected papers of the 3rd
                  International Conference of Serviceology, ICServ 2015, San Jose, CA,
                  USA, 7-9 July 2015},
  pages        = {287--297},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-4-431-56074-6\_32},
  doi          = {10.1007/978-4-431-56074-6\_32},
  timestamp    = {Fri, 27 Mar 2020 08:53:47 +0100},
  biburl       = {https://dblp.org/rec/conf/icserv/OkudaYT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icserv/TsumotoHK15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Toshihiko Kawamura},
  editor       = {Yuriko Sawatani and
                  James C. Spohrer and
                  Stephen K. Kwan and
                  Takeshi Takenaka},
  title        = {Statistical Estimation of Software Quality in Hospital Information
                  System},
  booktitle    = {Serviceology for Smart Service System, Selected papers of the 3rd
                  International Conference of Serviceology, ICServ 2015, San Jose, CA,
                  USA, 7-9 July 2015},
  pages        = {341--350},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-4-431-56074-6\_37},
  doi          = {10.1007/978-4-431-56074-6\_37},
  timestamp    = {Wed, 11 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icserv/TsumotoHK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/TsumotoHI15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {Luiz Fl{\'{a}}vio Autran Monteiro Gomes and
                  Raul Colcher and
                  Peter Wolcott and
                  Enrique Herrera{-}Viedma and
                  Yong Shi},
  title        = {Mining Schedule of Nursing Care Based on Dual-Clustering},
  booktitle    = {Proceedings of the Third International Conference on Information Technology
                  and Quantitative Management, {ITQM} 2015, Exploring Data Science in
                  {IT} and Quantitative Management, Rio De Janeiro, Brazil, July 21-24,
                  2015},
  series       = {Procedia Computer Science},
  volume       = {55},
  pages        = {1203--1212},
  publisher    = {Elsevier},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.procs.2015.07.125},
  doi          = {10.1016/J.PROCS.2015.07.125},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/itqm/TsumotoHI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Luiz Fl{\'{a}}vio Autran Monteiro Gomes and
                  Raul Colcher and
                  Peter Wolcott and
                  Enrique Herrera{-}Viedma and
                  Yong Shi},
  title        = {Layered Rule Induction},
  booktitle    = {Proceedings of the Third International Conference on Information Technology
                  and Quantitative Management, {ITQM} 2015, Exploring Data Science in
                  {IT} and Quantitative Management, Rio De Janeiro, Brazil, July 21-24,
                  2015},
  series       = {Procedia Computer Science},
  volume       = {55},
  pages        = {1213--1220},
  publisher    = {Elsevier},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.procs.2015.07.127},
  doi          = {10.1016/J.PROCS.2015.07.127},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itqm/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/SuzukiDHHMSTTYT15,
  author       = {Takahiro Suzuki and
                  Shunsuke Doi and
                  Yutaka Hatakeyama and
                  Masayuki Honda and
                  Yasushi Matsumura and
                  Gen Shimada and
                  Mitsuhiro Takasaki and
                  Shusaku Tsumoto and
                  Hideto Yokoi and
                  Katsuhiko Takabayashi},
  editor       = {Indra Neil Sarkar and
                  Andrew Georgiou and
                  Paulo Mazzoncini de Azevedo Marques},
  title        = {Clinical application of the integrated multicenter discharge summary
                  database},
  booktitle    = {{MEDINFO} 2015: eHealth-enabled Health - Proceedings of the 15th World
                  Congress on Health and Biomedical Informatics, S{\~{a}}o Paulo, Brazil,
                  19-23 August 2015},
  series       = {Studies in Health Technology and Informatics},
  volume       = {216},
  pages        = {1120},
  publisher    = {{IOS} Press},
  year         = {2015},
  url          = {https://doi.org/10.3233/978-1-61499-564-7-1120},
  doi          = {10.3233/978-1-61499-564-7-1120},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/SuzukiDHHMSTTYT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/TsumotoH15,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Yiyu Yao and
                  Qinghua Hu and
                  Hong Yu and
                  Jerzy W. Grzymala{-}Busse},
  title        = {Formalization of Medical Diagnostic Rules},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th
                  International Conference, RSFDGrC 2015, Tianjin, China, November 20-23,
                  2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9437},
  pages        = {24--35},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25783-9\_3},
  doi          = {10.1007/978-3-319-25783-9\_3},
  timestamp    = {Fri, 20 Mar 2020 08:21:34 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/TsumotoH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/TsumotoIHT14,
  author       = {Shusaku Tsumoto and
                  Haruko Iwata and
                  Shoji Hirano and
                  Yuko Tsumoto},
  title        = {Similarity-based behavior and process mining of medical practices},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {33},
  pages        = {21--31},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.future.2013.10.014},
  doi          = {10.1016/J.FUTURE.2013.10.014},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/TsumotoIHT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/KawamuraKT14,
  author       = {Toshihiko Kawamura and
                  Tomohiro Kimura and
                  Shusaku Tsumoto},
  title        = {Estimation of Service Quality of a Hospital Information System Using
                  a Service Log},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {8},
  number       = {2},
  pages        = {53--68},
  year         = {2014},
  url          = {https://doi.org/10.1007/s12626-014-0044-x},
  doi          = {10.1007/S12626-014-0044-X},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/KawamuraKT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Incremental rule induction based on updates of statistical indices},
  booktitle    = {{IEEE} 13th International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2014, London, UK, August 18-20, 2014},
  pages        = {408--415},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICCI-CC.2014.6921491},
  doi          = {10.1109/ICCI-CC.2014.6921491},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH14a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Formal analysis of cross-validation for rule induction using probabilistic
                  indices},
  booktitle    = {{IEEE} 13th International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2014, London, UK, August 18-20, 2014},
  pages        = {416--423},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICCI-CC.2014.6921492},
  doi          = {10.1109/ICCI-CC.2014.6921492},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Formal analysis of cross-validation based on decremental sampling
                  scheme},
  booktitle    = {2014 {IEEE} International Conference on Granular Computing, GrC 2014,
                  Noboribetsu, Japan, October 22-24, 2014},
  pages        = {298--303},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/GRC.2014.6982853},
  doi          = {10.1109/GRC.2014.6982853},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH14a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Probabilistic rule induction based on incremental sampling scheme},
  booktitle    = {2014 {IEEE} International Conference on Granular Computing, GrC 2014,
                  Noboribetsu, Japan, October 22-24, 2014},
  pages        = {304--309},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/GRC.2014.6982854},
  doi          = {10.1109/GRC.2014.6982854},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH14b,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Healthcare {IT:} Integration of consumer healthcare data and electronic
                  medical records for chronic disease management},
  booktitle    = {2014 {IEEE} International Conference on Granular Computing, GrC 2014,
                  Noboribetsu, Japan, October 22-24, 2014},
  pages        = {310--315},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/GRC.2014.6982855},
  doi          = {10.1109/GRC.2014.6982855},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH14b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT14,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Zhi{-}Hua Zhou and
                  Wei Wang and
                  Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {Visualization of Patient Distributions in a Hospital Based on the
                  Clinical Actions Stored in {EHR}},
  booktitle    = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2014, Shenzhen, China, December 14, 2014},
  pages        = {284--288},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDMW.2014.185},
  doi          = {10.1109/ICDMW.2014.185},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KawamuraKT14,
  author       = {Toshihiko Kawamura and
                  Tomohiro Kimura and
                  Shusaku Tsumoto},
  editor       = {Zhi{-}Hua Zhou and
                  Wei Wang and
                  Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {Data Mining-Based Service Quality Estimation in Hospital Information
                  System},
  booktitle    = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2014, Shenzhen, China, December 14, 2014},
  pages        = {289--295},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDMW.2014.162},
  doi          = {10.1109/ICDMW.2014.162},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KawamuraKT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OkudaYT14,
  author       = {Masumi Okuda and
                  Akira Yasuda and
                  Shusaku Tsumoto},
  editor       = {Zhi{-}Hua Zhou and
                  Wei Wang and
                  Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {Factors of Patient Satisfaction Based on Distant Analysis in {HCAHPS}
                  Databases},
  booktitle    = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2014, Shenzhen, China, December 14, 2014},
  pages        = {328--337},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDMW.2014.165},
  doi          = {10.1109/ICDMW.2014.165},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/OkudaYT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icserv/OkudaYT14,
  author       = {Masumi Okuda and
                  Akira Yasuda and
                  Shusaku Tsumoto},
  editor       = {Takashi Maeno and
                  Yuriko Sawatani and
                  Tatsunori Hara},
  title        = {Exploratory Analysis of Factors of Patient Satisfaction in {HCAHPS}
                  Databases},
  booktitle    = {Serviceology for Designing the Future, Selected and Edited Papers
                  of the 2nd International Conference on Serviceology, ICServ 2014,
                  Yokohama, Japan, 14-16 September 2014},
  pages        = {229--244},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-4-431-55861-3\_16},
  doi          = {10.1007/978-4-431-55861-3\_16},
  timestamp    = {Fri, 27 Mar 2020 08:53:47 +0100},
  biburl       = {https://dblp.org/rec/conf/icserv/OkudaYT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/IwataHT14,
  author       = {Haruko Iwata and
                  Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Fuad Aleskerov and
                  Yong Shi and
                  Alexander Lepskiy},
  title        = {Construction of Clinical Pathway based on Similarity-based Mining
                  in Hospital Information System},
  booktitle    = {Proceedings of the Second International Conference on Information
                  Technology and Quantitative Management, {ITQM} 2014, National Research
                  University Higher School of Economics (HSE), Moscow, Russia, June
                  3-5, 2014},
  series       = {Procedia Computer Science},
  volume       = {31},
  pages        = {1107--1115},
  publisher    = {Elsevier},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.procs.2014.05.366},
  doi          = {10.1016/J.PROCS.2014.05.366},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/itqm/IwataHT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HiranoT14,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Wen{-}Chih Peng and
                  Haixun Wang and
                  James Bailey and
                  Vincent S. Tseng and
                  Tu Bao Ho and
                  Zhi{-}Hua Zhou and
                  Arbee L. P. Chen},
  title        = {Mining Typical Order Sequences from {EHR} for Building Clinical Pathways},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD,
                  MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan,
                  May 13-16, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8643},
  pages        = {39--49},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-13186-3\_5},
  doi          = {10.1007/978-3-319-13186-3\_5},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HiranoT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rseisp/TsumotoH14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Marzena Kryszkiewicz and
                  Chris Cornelis and
                  Davide Ciucci and
                  Jes{\'{u}}s Medina{-}Moreno and
                  Hiroshi Motoda and
                  Zbigniew W. Ras},
  title        = {Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme},
  booktitle    = {Rough Sets and Intelligent Systems Paradigms - Second International
                  Conference, {RSEISP} 2014, Held as Part of {JRS} 2014, Granada and
                  Madrid, Spain, July 9-13, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8537},
  pages        = {225--236},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08729-0\_22},
  doi          = {10.1007/978-3-319-08729-0\_22},
  timestamp    = {Tue, 14 May 2019 10:00:39 +0200},
  biburl       = {https://dblp.org/rec/conf/rseisp/TsumotoH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HiranoT14,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Visualizing dynamics of patients in hospitals using devise locations},
  booktitle    = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
  pages        = {2547--2550},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SMC.2014.6974310},
  doi          = {10.1109/SMC.2014.6974310},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HiranoT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Formal analysis of leave-one out method based on decremental sampling
                  scheme},
  booktitle    = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
  pages        = {2780--2785},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SMC.2014.6974349},
  doi          = {10.1109/SMC.2014.6974349},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH14a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Homological analysis of statistical dependence},
  booktitle    = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
  pages        = {2786--2791},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SMC.2014.6974350},
  doi          = {10.1109/SMC.2014.6974350},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srii/TsumotoHI14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Towards Data-Oriented Schedule Management in Hospital},
  booktitle    = {2014 Annual {SRII} Global Conference, San Jose, CA, USA, April 23-25,
                  2014},
  pages        = {181--190},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/SRII.2014.33},
  doi          = {10.1109/SRII.2014.33},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/srii/TsumotoHI14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/TsumotoH14,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling
                  Scheme},
  booktitle    = {2014 {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence
                  {(WI)} and Intelligent Agent Technologies (IAT), Warsaw, Poland, August
                  11-14, 2014 - Volume {I}},
  pages        = {371--378},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/WI-IAT.2014.121},
  doi          = {10.1109/WI-IAT.2014.121},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/TsumotoH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/TsumotoH14a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Formal Analysis of Statistical Dependence Based Homological Algebra},
  booktitle    = {2014 {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence
                  {(WI)} and Intelligent Agent Technologies (IAT), Warsaw, Poland, August
                  11-14, 2014 - Volume {I}},
  pages        = {379--385},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/WI-IAT.2014.122},
  doi          = {10.1109/WI-IAT.2014.122},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/TsumotoH14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Incremental Induction of Medical Diagnostic Rules Based on Incremental
                  Sampling Scheme and SubRule Layers},
  journal      = {Fundam. Informaticae},
  volume       = {127},
  number       = {1-4},
  pages        = {209--223},
  year         = {2013},
  url          = {https://doi.org/10.3233/FI-2013-905},
  doi          = {10.3233/FI-2013-905},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcini/WangFGKMPPPRST13,
  author       = {Yingxu Wang and
                  Gabriele Fariello and
                  Marina L. Gavrilova and
                  Witold Kinsner and
                  Fumio Mizoguchi and
                  Shushma Patel and
                  Dilip Patel and
                  Fernando L. Pelayo and
                  Victor Raskin and
                  Duane F. Shell and
                  Shusaku Tsumoto},
  title        = {Perspectives on Cognitive Computers and Knowledge Processors},
  journal      = {Int. J. Cogn. Informatics Nat. Intell.},
  volume       = {7},
  number       = {3},
  pages        = {1--24},
  year         = {2013},
  url          = {https://doi.org/10.4018/ijcini.2013070101},
  doi          = {10.4018/IJCINI.2013070101},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcini/WangFGKMPPPRST13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Combinatorics of Information Granule in Contingency Table},
  journal      = {Int. J. Intell. Syst.},
  volume       = {28},
  number       = {9},
  pages        = {892--906},
  year         = {2013},
  url          = {https://doi.org/10.1002/int.21610},
  doi          = {10.1002/INT.21610},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijkesdp/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Combinatorics in Pearson residuals},
  journal      = {Int. J. Knowl. Eng. Soft Data Paradigms},
  volume       = {4},
  number       = {1},
  pages        = {72--84},
  year         = {2013},
  url          = {https://doi.org/10.1504/IJKESDP.2013.052719},
  doi          = {10.1504/IJKESDP.2013.052719},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijkesdp/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Tsumoto13,
  author       = {Shusaku Tsumoto},
  title        = {Special issue on challenges in knowledge discovery and data mining},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {41},
  number       = {1},
  pages        = {1--4},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10844-013-0261-8},
  doi          = {10.1007/S10844-013-0261-8},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/Tsumoto13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/HiranoT13,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Clustering of non-metric proximity data based on bi-links with {\unicode{1013}}-indiscernibility},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {41},
  number       = {1},
  pages        = {61--71},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10844-012-0218-3},
  doi          = {10.1007/S10844-012-0218-3},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/HiranoT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/HanadaKT13,
  author       = {Eisuke Hanada and
                  Takato Kudou and
                  Shusaku Tsumoto},
  title        = {Installation of Secure, Always Available Wireless {LAN} Systems as
                  a Component of the Hospital Communication Infrastructure},
  journal      = {J. Medical Syst.},
  volume       = {37},
  number       = {3},
  pages        = {9939},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10916-013-9939-2},
  doi          = {10.1007/S10916-013-9939-2},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jms/HanadaKT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoHI13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Granularity-based mining for construction of nursing care plan},
  booktitle    = {{IEEE} 12th International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2013, New York, NY, USA, July 16-18,
                  2013},
  pages        = {282--291},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCI-CC.2013.6622256},
  doi          = {10.1109/ICCI-CC.2013.6622256},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoHI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/LanHWT13,
  author       = {Guo{-}Cheng Lan and
                  Tzung{-}Pei Hong and
                  Pei{-}Shan Wu and
                  Shusaku Tsumoto},
  title        = {Mining hierarchical temporal association rules in a publication database},
  booktitle    = {{IEEE} 12th International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2013, New York, NY, USA, July 16-18,
                  2013},
  pages        = {503--508},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCI-CC.2013.6622291},
  doi          = {10.1109/ICCI-CC.2013.6622291},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/LanHWT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TsumotoHI13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {Jon G. Rokne and
                  Christos Faloutsos},
  title        = {Mining nursing care plan from data extracted from hospital information
                  system},
  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
                  Niagara, ON, Canada - August 25 - 29, 2013},
  pages        = {956--961},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2492517.2500332},
  doi          = {10.1145/2492517.2500332},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/TsumotoHI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/HiranoT13,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Guo{-}Zheng Li and
                  Sunghoon Kim and
                  Michael Hughes and
                  Geoffrey J. McLachlan and
                  Hongye Sun and
                  Xiaohua Hu and
                  Habtom W. Ressom and
                  Baoyan Liu and
                  Michael N. Liebman},
  title        = {Cluster analysis of treatment processes based on the typicalness measure
                  for building clinical pathways},
  booktitle    = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  Shanghai, China, December 18-21, 2013},
  pages        = {31--32},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/BIBM.2013.6732596},
  doi          = {10.1109/BIBM.2013.6732596},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/HiranoT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TsumotoHI13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Benjamin W. Wah and
                  Ricardo Baeza{-}Yates and
                  Geoffrey C. Fox and
                  Cyrus Shahabi and
                  Matthew Smith and
                  Qiang Yang and
                  Rayid Ghani and
                  Wei Fan and
                  Ronny Lempel and
                  Raghunath Nambiar},
  title        = {Granularity-based temporal data mining in hospital information system},
  booktitle    = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
                  6-9 October 2013, Santa Clara, CA, {USA}},
  pages        = {32--40},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/BigData.2013.6691795},
  doi          = {10.1109/BIGDATA.2013.6691795},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/TsumotoHI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/IwataHT13,
  author       = {Haruko Iwata and
                  Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Kazuyuki Imamura and
                  Shiro Usui and
                  Tomoaki Shirao and
                  Takuji Kasamatsu and
                  Lars Schwabe and
                  Ning Zhong},
  title        = {Mining Clinical Pathway Based on Clustering and Feature Selection},
  booktitle    = {Brain and Health Informatics - International Conference, {BHI} 2013,
                  Maebashi, Japan, October 29-31, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8211},
  pages        = {237--245},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-02753-1\_24},
  doi          = {10.1007/978-3-319-02753-1\_24},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/brain/IwataHT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Kazuyuki Imamura and
                  Shiro Usui and
                  Tomoaki Shirao and
                  Takuji Kasamatsu and
                  Lars Schwabe and
                  Ning Zhong},
  title        = {Incremental Induction of Medical Diagnostic Rules},
  booktitle    = {Brain and Health Informatics - International Conference, {BHI} 2013,
                  Maebashi, Japan, October 29-31, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8211},
  pages        = {409--417},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-02753-1\_41},
  doi          = {10.1007/978-3-319-02753-1\_41},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/brain/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybconf/IwataTH13,
  author       = {Haruko Iwata and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Clinical schedule management based on granularity-based mining},
  booktitle    = {2013 {IEEE} International Conference on Cybernetics, {CYBCO} 2013,
                  Lausanne, Switzerland, June 13-15, 2013},
  pages        = {237--242},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CYBConf.2013.6617443},
  doi          = {10.1109/CYBCONF.2013.6617443},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cybconf/IwataTH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KurozumiLWLKTT13,
  author       = {Kanta Kurozumi and
                  Shun{-}Teng Lan and
                  Mei{-}Hui Wang and
                  Chang{-}Shing Lee and
                  Mikiko Kawaguchi and
                  Shusaku Tsumoto and
                  Hiroshi Tsuji},
  title        = {FML-based Japanese diet assessment system},
  booktitle    = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
                  Hyderabad, India, 7-10 July, 2013, Proceedings},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622502},
  doi          = {10.1109/FUZZ-IEEE.2013.6622502},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/KurozumiLWLKTT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Evaluation of set-based indices based on incremental sampling framework},
  booktitle    = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
                  Hyderabad, India, 7-10 July, 2013, Proceedings},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622570},
  doi          = {10.1109/FUZZ-IEEE.2013.6622570},
  timestamp    = {Sat, 29 Apr 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Shuliang Wang and
                  Xingquan Zhu and
                  Tingting He},
  title        = {Algebraic analysis of statistical dependence},
  booktitle    = {2013 {IEEE} International Conference on Granular Computing, GrC 2013,
                  Beijing, China, December 13-15, 2013},
  pages        = {303--308},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/GrC.2013.6740426},
  doi          = {10.1109/GRC.2013.6740426},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH13a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Shuliang Wang and
                  Xingquan Zhu and
                  Tingting He},
  title        = {Incremental induction of medical diagnostic rules},
  booktitle    = {2013 {IEEE} International Conference on Granular Computing, GrC 2013,
                  Beijing, China, December 13-15, 2013},
  pages        = {309--314},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/GrC.2013.6740427},
  doi          = {10.1109/GRC.2013.6740427},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icawst/IwataTH13,
  author       = {Haruko Iwata and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Data mining based clinical care plan construction},
  booktitle    = {International Joint Conference on Awareness Science and Technology
                  {\&} Ubi-Media Computing, iCAST 2013 {\&} {UMEDIA} 2013, Aizuwakamatsu,
                  Japan, November 2-4, 2013},
  pages        = {286--292},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICAwST.2013.6765449},
  doi          = {10.1109/ICAWST.2013.6765449},
  timestamp    = {Mon, 09 Aug 2021 14:54:04 +0200},
  biburl       = {https://dblp.org/rec/conf/icawst/IwataTH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT13,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Wei Ding and
                  Takashi Washio and
                  Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {Clustering of Order Sequences Based on the Typicalness Index for Finding
                  Clinical Pathway Candidates},
  booktitle    = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, TX, USA, December 7-10, 2013},
  pages        = {206--210},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDMW.2013.165},
  doi          = {10.1109/ICDMW.2013.165},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/IwataTH13,
  author       = {Haruko Iwata and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Clinical Schedule Management Using Similarity-Based Mining Methods},
  booktitle    = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
                  2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
  pages        = {396--405},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICHI.2013.55},
  doi          = {10.1109/ICHI.2013.55},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ichi/IwataTH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icserv/TsumotoHI13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {Masaaki Mochimaru and
                  Kanji Ueda and
                  Takeshi Takenaka},
  title        = {Data-Oriented Maintenance of Schedule Management of Nursing Care},
  booktitle    = {Serviceology for Services, Selected papers of the 1st International
                  Conference of Serviceology, ICServ 2013, Tokyo, Japan, 16-18 October
                  2013},
  pages        = {169--177},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-4-431-54816-4\_19},
  doi          = {10.1007/978-4-431-54816-4\_19},
  timestamp    = {Wed, 11 Mar 2020 13:12:39 +0100},
  biburl       = {https://dblp.org/rec/conf/icserv/TsumotoHI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/HanadaKT13,
  author       = {Eisuke Hanada and
                  Takato Kudou and
                  Shusaku Tsumoto},
  editor       = {Christoph Ulrich Lehmann and
                  Elske Ammenwerth and
                  Christian N{\o}hr},
  title        = {Ensuring the Security and Availability of a Hospital Wireless {LAN}
                  System},
  booktitle    = {{MEDINFO} 2013 - Proceedings of the 14th World Congress on Medical
                  and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},
  series       = {Studies in Health Technology and Informatics},
  volume       = {192},
  pages        = {166--170},
  publisher    = {{IOS} Press},
  year         = {2013},
  url          = {https://doi.org/10.3233/978-1-61499-289-9-166},
  doi          = {10.3233/978-1-61499-289-9-166},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/medinfo/HanadaKT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/SuzukiDFHHMSTTYT13,
  author       = {Takahiro Suzuki and
                  Shunsuke Doi and
                  Shinsuke Fujita and
                  Yutaka Hatakeyama and
                  Masayuki Honda and
                  Yasushi Matsumura and
                  Gen Shimada and
                  Mitsuhiro Takasaki and
                  Shusaku Tsumoto and
                  Hideto Yokoi and
                  Katsuhiko Takabayashi},
  editor       = {Christoph Ulrich Lehmann and
                  Elske Ammenwerth and
                  Christian N{\o}hr},
  title        = {Construction of the Integrated Multicentre Discharge Summary Database},
  booktitle    = {{MEDINFO} 2013 - Proceedings of the 14th World Congress on Medical
                  and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},
  series       = {Studies in Health Technology and Informatics},
  volume       = {192},
  pages        = {1064},
  publisher    = {{IOS} Press},
  year         = {2013},
  url          = {https://doi.org/10.3233/978-1-61499-289-9-1064},
  doi          = {10.3233/978-1-61499-289-9-1064},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/SuzukiDFHHMSTTYT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TsumotoA13,
  author       = {Shusaku Tsumoto and
                  Hidenao Abe},
  editor       = {Jiuyong Li and
                  Longbing Cao and
                  Can Wang and
                  Kay Chen Tan and
                  Bo Liu and
                  Jian Pei and
                  Vincent S. Tseng},
  title        = {Mining Clinical Process in Order Histories Using Sequential Pattern
                  Mining Approach},
  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
                  2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
                  Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7867},
  pages        = {234--246},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40319-4\_21},
  doi          = {10.1007/978-3-642-40319-4\_21},
  timestamp    = {Sun, 25 Oct 2020 23:14:10 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/TsumotoA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Pawan Lingras and
                  Marcin Wolski and
                  Chris Cornelis and
                  Sushmita Mitra and
                  Piotr Wasilewski},
  title        = {Evaluation of Incremental Change of Set-Based Indices},
  booktitle    = {Rough Sets and Knowledge Technology - 8th International Conference,
                  {RSKT} 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8171},
  pages        = {188--199},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41299-8\_18},
  doi          = {10.1007/978-3-642-41299-8\_18},
  timestamp    = {Sun, 02 Oct 2022 16:14:18 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Incremental Induction of Probabilistic Rules Based on Incremental
                  Sampling Scheme},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
  pages        = {812--817},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/SMC.2013.143},
  doi          = {10.1109/SMC.2013.143},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HiranoT13,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Mining Clinical Pathway Candidates from Order History Based on the
                  Clustering of Order Sequences},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
  pages        = {3425--3429},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/SMC.2013.584},
  doi          = {10.1109/SMC.2013.584},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HiranoT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHI13,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Mining Clinical Pathway Using Clustering and Rule Induction},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
                  Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
  pages        = {4860--4865},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/SMC.2013.827},
  doi          = {10.1109/SMC.2013.827},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/isrl/SkowronCGMPPRSSTWWZ13,
  author       = {Andrzej Skowron and
                  Mihir K. Chakraborty and
                  Jerzy W. Grzymala{-}Busse and
                  Victor W. Marek and
                  Sankar K. Pal and
                  James F. Peters and
                  Grzegorz Rozenberg and
                  Dominik Slezak and
                  Roman Slowinski and
                  Shusaku Tsumoto and
                  Alicja Wakulicz{-}Deja and
                  Guoyin Wang and
                  Wojciech Ziarko},
  editor       = {Andrzej Skowron and
                  Zbigniew Suraj},
  title        = {Professor Zdzis{\l}aw Pawlak {(1926-2006):} Founder of the Polish
                  School of Artificial Intelligence},
  booktitle    = {Rough Sets and Intelligent Systems - Professor Zdzis{\l}aw Pawlak
                  in Memoriam - Volume 1},
  series       = {Intelligent Systems Reference Library},
  volume       = {42},
  pages        = {1--56},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-30344-9\_1},
  doi          = {10.1007/978-3-642-30344-9\_1},
  timestamp    = {Mon, 16 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/SkowronCGMPPRSSTWWZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/isrl/Tsumoto13,
  author       = {Shusaku Tsumoto},
  editor       = {Andrzej Skowron and
                  Zbigniew Suraj},
  title        = {Rough Sets and Medical Differential Diagnosis},
  booktitle    = {Rough Sets and Intelligent Systems - Professor Zdzis{\l}aw Pawlak
                  in Memoriam - Volume 1},
  series       = {Intelligent Systems Reference Library},
  volume       = {42},
  pages        = {605--621},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-30344-9\_23},
  doi          = {10.1007/978-3-642-30344-9\_23},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/Tsumoto13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcini/WangABBHIKMNSTZ12,
  author       = {Yingxu Wang and
                  James A. Anderson and
                  George Baciu and
                  Gerhard Budin and
                  D. Frank Hsu and
                  Mitsuru Ishizuka and
                  Witold Kinsner and
                  Fumio Mizoguchi and
                  Toyoaki Nishida and
                  Kenji Sugawara and
                  Shusaku Tsumoto and
                  Du Zhang},
  title        = {Perspectives on eBrain and Cognitive Computing},
  journal      = {Int. J. Cogn. Informatics Nat. Intell.},
  volume       = {6},
  number       = {4},
  pages        = {1--21},
  year         = {2012},
  url          = {https://doi.org/10.4018/jcini.2012100101},
  doi          = {10.4018/JCINI.2012100101},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcini/WangABBHIKMNSTZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/AbeT12,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Detection of research trends from bibliographical data},
  journal      = {Int. J. Data Min. Model. Manag.},
  volume       = {4},
  number       = {3},
  pages        = {255--266},
  year         = {2012},
  url          = {https://doi.org/10.1504/IJDMMM.2012.048107},
  doi          = {10.1504/IJDMMM.2012.048107},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmmm/AbeT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoA12,
  author       = {Shusaku Tsumoto and
                  Hidenao Abe},
  editor       = {Kenji Sugawara and
                  Yingxu Wang and
                  Fumio Hattori and
                  Toyoaki Nishida and
                  Shigeru Fujita and
                  Witold Kinsner and
                  Lotfi A. Zadeh},
  title        = {Comparing similarity of concepts identified by temporal patterns of
                  terms in biomedical research documents},
  booktitle    = {11th {IEEE} International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2012, Kyoto, Japan, August 22-24, 2012},
  pages        = {86--93},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICCI-CC.2012.6311131},
  doi          = {10.1109/ICCI-CC.2012.6311131},
  timestamp    = {Sat, 20 May 2023 16:27:56 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoIHT12,
  author       = {Shusaku Tsumoto and
                  Haruko Iwata and
                  Shoji Hirano and
                  Yuko Tsumoto},
  editor       = {Kenji Sugawara and
                  Yingxu Wang and
                  Fumio Hattori and
                  Toyoaki Nishida and
                  Shigeru Fujita and
                  Witold Kinsner and
                  Lotfi A. Zadeh},
  title        = {Exploratory temporal data mining process in hospital information systems},
  booktitle    = {11th {IEEE} International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2012, Kyoto, Japan, August 22-24, 2012},
  pages        = {145--152},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICCI-CC.2012.6311140},
  doi          = {10.1109/ICCI-CC.2012.6311140},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoIHT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsumotoHI12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  editor       = {Paolo Soda and
                  Francesco Tortorella and
                  Sameer K. Antani and
                  Mykola Pechenizkiy and
                  Mario Cannataro and
                  Alexey Tsymbal},
  title        = {Temporal data mining of order entry histories for characterization
                  of medical practice},
  booktitle    = {Proceedings of {CBMS} 2012, The 25th {IEEE} International Symposium
                  on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},
  pages        = {1--4},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CBMS.2012.6266368},
  doi          = {10.1109/CBMS.2012.6266368},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cbms/TsumotoHI12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TsumotoIH12,
  author       = {Shusaku Tsumoto and
                  Haruko Iwata and
                  Shoji Hirano},
  editor       = {Cui Tao and
                  Matt{-}Mouley Bouamrane},
  title        = {Construction and maintenance of clinical pathways using data mining
                  methods},
  booktitle    = {Proceedings of the 2nd International Workshop on Managing Interoperability
                  and compleXity in Health Systems, MIX-HS, Maui, HI, USA, October 29,
                  2012},
  pages        = {47--52},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2389672.2389682},
  doi          = {10.1145/2389672.2389682},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/TsumotoIH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Tsau Young Lin and
                  Xiaohua Hu and
                  Zhaohui Wu and
                  Arbee L. P. Chen and
                  Andrei Z. Broder and
                  Howard Ho and
                  Shuliang Wang},
  title        = {Degree of freedom and numbers of subdeterminants in contingency table},
  booktitle    = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
                  Hangzhou, China, August 11-13, 2012},
  pages        = {481--486},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/GrC.2012.6468603},
  doi          = {10.1109/GRC.2012.6468603},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH12a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Tsau Young Lin and
                  Xiaohua Hu and
                  Zhaohui Wu and
                  Arbee L. P. Chen and
                  Andrei Z. Broder and
                  Howard Ho and
                  Shuliang Wang},
  title        = {Geometrical interpretation of pearson residuals},
  booktitle    = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
                  Hangzhou, China, August 11-13, 2012},
  pages        = {487--492},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/GrC.2012.6468688},
  doi          = {10.1109/GRC.2012.6468688},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoHT12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Yuko Tsumoto},
  editor       = {Tsau Young Lin and
                  Xiaohua Hu and
                  Zhaohui Wu and
                  Arbee L. P. Chen and
                  Andrei Z. Broder and
                  Howard Ho and
                  Shuliang Wang},
  title        = {Visualization of doctors' behavior using similarity-based methods},
  booktitle    = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
                  Hangzhou, China, August 11-13, 2012},
  pages        = {767--770},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/GrC.2012.6468602},
  doi          = {10.1109/GRC.2012.6468602},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoHT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibica/TsumotoHI12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Temporal Data Mining for Nursing Schedule Management},
  booktitle    = {2012 Third International Conference on Innovations in Bio-Inspired
                  Computing and Applications, Kaohsiung City, Taiwan, September 26-28,
                  2012},
  pages        = {229--234},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IBICA.2012.64},
  doi          = {10.1109/IBICA.2012.64},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/ibica/TsumotoHI12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IwataTH12,
  author       = {Haruko Iwata and
                  Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jilles Vreeken and
                  Charles Ling and
                  Mohammed Javeed Zaki and
                  Arno Siebes and
                  Jeffrey Xu Yu and
                  Bart Goethals and
                  Geoffrey I. Webb and
                  Xindong Wu},
  title        = {Data-Oriented Construction and Maintenance of Clinical Pathway Using
                  Similarity-Based Data Mining Methods},
  booktitle    = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, Brussels, Belgium, December 10, 2012},
  pages        = {293--300},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDMW.2012.80},
  doi          = {10.1109/ICDMW.2012.80},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/IwataTH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/TsumotoH12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Gang Luo and
                  Jiming Liu and
                  Christopher C. Yang},
  title        = {Multidimensional temporal mining in clinical data},
  booktitle    = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
                  FL, USA, January 28-30, 2012},
  pages        = {563--572},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2110363.2110426},
  doi          = {10.1145/2110363.2110426},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ihi/TsumotoH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/TsumotoONFC12,
  author       = {Shusaku Tsumoto and
                  Mihoko Otake and
                  Hiroshi Nakajima and
                  Takayuki Fujita and
                  Yan Chow},
  editor       = {Gang Luo and
                  Jiming Liu and
                  Christopher C. Yang},
  title        = {Towards data: a human/machine-oriented approach of medical data collection},
  booktitle    = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
                  FL, USA, January 28-30, 2012},
  pages        = {887--888},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2110363.2110484},
  doi          = {10.1145/2110363.2110484},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ihi/TsumotoONFC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsumotoH12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Li Chen and
                  Alexander Felfernig and
                  Jiming Liu and
                  Zbigniew W. Ras},
  title        = {Incremental Rules Induction Method Based on Three Rule Layers},
  booktitle    = {Foundations of Intelligent Systems - 20th International Symposium,
                  {ISMIS} 2012, Macau, China, December 4-7, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7661},
  pages        = {71--80},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34624-8\_8},
  doi          = {10.1007/978-3-642-34624-8\_8},
  timestamp    = {Sun, 02 Jun 2019 21:17:12 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsumotoH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Tianrui Li and
                  Hung Son Nguyen and
                  Guoyin Wang and
                  Jerzy W. Grzymala{-}Busse and
                  Ryszard Janicki and
                  Aboul Ella Hassanien and
                  Hong Yu},
  title        = {Incremental Rules Induction Based on Rule Layers},
  booktitle    = {Rough Sets and Knowledge Technology - 7th International Conference,
                  {RSKT} 2012, Chengdu, China, August 17-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7414},
  pages        = {139--148},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31900-6\_18},
  doi          = {10.1007/978-3-642-31900-6\_18},
  timestamp    = {Thu, 15 Jul 2021 13:46:36 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoA12,
  author       = {Shusaku Tsumoto and
                  Hidenao Abe},
  editor       = {Tianrui Li and
                  Hung Son Nguyen and
                  Guoyin Wang and
                  Jerzy W. Grzymala{-}Busse and
                  Ryszard Janicki and
                  Aboul Ella Hassanien and
                  Hong Yu},
  title        = {Comparing Similarity of Concepts Identified by Temporal Patterns of
                  Terms in Biomedical Research Documents},
  booktitle    = {Rough Sets and Knowledge Technology - 7th International Conference,
                  {RSKT} 2012, Chengdu, China, August 17-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7414},
  pages        = {232--241},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31900-6\_30},
  doi          = {10.1007/978-3-642-31900-6\_30},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Trajectories mining in hospital information systems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man,
                  and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
                  2012},
  pages        = {389--394},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICSMC.2012.6377732},
  doi          = {10.1109/ICSMC.2012.6377732},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH12a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Information granules in medical differential diagnosis},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man,
                  and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
                  2012},
  pages        = {395--401},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICSMC.2012.6377733},
  doi          = {10.1109/ICSMC.2012.6377733},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHI12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata},
  title        = {Data-oriented maintenance of clinical pathway using clustering and
                  multidimensional scaling},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man,
                  and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
                  2012},
  pages        = {2596--2600},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICSMC.2012.6378137},
  doi          = {10.1109/ICSMC.2012.6378137},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHI12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srii/TsumotoHIT12,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata and
                  Yuko Tsumoto},
  title        = {Characterizing Hospital Services Using Temporal Data Mining},
  booktitle    = {2012 Annual {SRII} Global Conference, San Jose, CA, USA, July 24-27,
                  2012},
  pages        = {219--230},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/SRII.2012.105},
  doi          = {10.1109/SRII.2012.105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/srii/TsumotoHIT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/Tsumoto12,
  author       = {Shusaku Tsumoto},
  editor       = {Mohamed Medhat Gaber},
  title        = {Data Mining: From Medical Decision Support to Hospital Management},
  booktitle    = {Journeys to Data Mining},
  pages        = {197--210},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28047-4\_14},
  doi          = {10.1007/978-3-642-28047-4\_14},
  timestamp    = {Mon, 16 Sep 2019 14:43:25 +0200},
  biburl       = {https://dblp.org/rec/books/sp/12/Tsumoto12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/brain/2012,
  editor       = {Fabio Massimo Zanzotto and
                  Shusaku Tsumoto and
                  Niels Taatgen and
                  Yiyu Yao},
  title        = {Brain Informatics - International Conference, {BI} 2012, Macau, China,
                  December 4-7, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7670},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-35139-6},
  doi          = {10.1007/978-3-642-35139-6},
  isbn         = {978-3-642-35138-9},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/brain/2012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/TsumotoH11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Residual as Linear Sum of Matrix Determinants in Multiway Contingency
                  Tables},
  journal      = {Int. J. Comput. Intell. Syst.},
  volume       = {4},
  number       = {5},
  pages        = {1080--1089},
  year         = {2011},
  url          = {https://doi.org/10.1080/18756891.2011.9727856},
  doi          = {10.1080/18756891.2011.9727856},
  timestamp    = {Fri, 20 Apr 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcisys/TsumotoH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/TsumotoH11,
  author       = {Shusaku Tsumoto and
                  Tzung{-}Pei Hong},
  title        = {Special issue on data mining for decision making and risk management},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {36},
  number       = {3},
  pages        = {249--251},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10844-011-0155-6},
  doi          = {10.1007/S10844-011-0155-6},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/TsumotoH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/TsumotoH11a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Detection of risk factors using trajectory mining},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {36},
  number       = {3},
  pages        = {403--425},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10844-009-0114-7},
  doi          = {10.1007/S10844-009-0114-7},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/TsumotoH11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoT11,
  author       = {Yuko Tsumoto and
                  Shusaku Tsumoto},
  title        = {Correlation and Regression Analysis for Characterizations of a University
                  Hospital},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {5},
  number       = {2},
  pages        = {43--55},
  year         = {2011},
  url          = {https://doi.org/10.1007/s12626-010-0020-z},
  doi          = {10.1007/S12626-010-0020-Z},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trs/AbeT11,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Evaluating a Temporal Pattern Detection Method for Finding Research
                  Keys in Bibliographical Data},
  journal      = {Trans. Rough Sets},
  volume       = {14},
  pages        = {1--17},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21563-6\_1},
  doi          = {10.1007/978-3-642-21563-6\_1},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/trs/AbeT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/Tsumoto11,
  author       = {Shusaku Tsumoto},
  title        = {Rule induction methods with hierachical sampling},
  booktitle    = {Proceedings of the 10th {IEEE} International Conference on Cognitive
                  Informatics and Cognitive Computing, ICCI*CC 2011, 18-20 August 2011,
                  Banff, Alberta, Canada},
  pages        = {193--202},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/COGINF.2011.6016141},
  doi          = {10.1109/COGINF.2011.6016141},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/Tsumoto11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgit/TsumotoHIT11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Haruko Iwata and
                  Yuko Tsumoto},
  editor       = {Tai{-}Hoon Kim and
                  Hojjat Adeli and
                  Dominik Slezak and
                  Frode Eika Sandnes and
                  Xiaofeng Song and
                  Kyo{-}Il Chung and
                  Kirk P. Arnett},
  title        = {Capturing Behavior of Medical Staff: {A} Similarity-Oriented Temporal
                  Data Mining Approach},
  booktitle    = {Future Generation Information Technology - Third International Conference,
                  {FGIT} 2011 in Conjunction with {GDC} 2011, Jeju Island, Korea, December
                  8-10, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7105},
  pages        = {1--16},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-27142-7\_1},
  doi          = {10.1007/978-3-642-27142-7\_1},
  timestamp    = {Fri, 27 Dec 2019 21:27:24 +0100},
  biburl       = {https://dblp.org/rec/conf/fgit/TsumotoHIT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/AbeT11,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Tzung{-}Pei Hong and
                  Yasuo Kudo and
                  Mineichi Kudo and
                  Tsau Young Lin and
                  Been{-}Chian Chien and
                  Shyue{-}Liang Wang and
                  Masahiro Inuiguchi and
                  Guilong Liu},
  title        = {Constructing features for document classification by using temporal
                  patterns of term usages},
  booktitle    = {2011 {IEEE} International Conference on Granular Computing, GrC-2011,
                  Kaohsiung, Taiwan, November 8-10, 2011},
  pages        = {30--36},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GRC.2011.6122563},
  doi          = {10.1109/GRC.2011.6122563},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/AbeT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/HiranoT11,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Tzung{-}Pei Hong and
                  Yasuo Kudo and
                  Mineichi Kudo and
                  Tsau Young Lin and
                  Been{-}Chian Chien and
                  Shyue{-}Liang Wang and
                  Masahiro Inuiguchi and
                  Guilong Liu},
  title        = {A clustering method for asymmetric proximity data based on bi-links
                  with {\(\epsilon\)}-indiscernibility},
  booktitle    = {2011 {IEEE} International Conference on Granular Computing, GrC-2011,
                  Kaohsiung, Taiwan, November 8-10, 2011},
  pages        = {242--245},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GRC.2011.6122601},
  doi          = {10.1109/GRC.2011.6122601},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/HiranoT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoHT11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Yuko Tsumoto},
  editor       = {Tzung{-}Pei Hong and
                  Yasuo Kudo and
                  Mineichi Kudo and
                  Tsau Young Lin and
                  Been{-}Chian Chien and
                  Shyue{-}Liang Wang and
                  Masahiro Inuiguchi and
                  Guilong Liu},
  title        = {Clustering-based analysis in hospital information systems},
  booktitle    = {2011 {IEEE} International Conference on Granular Computing, GrC-2011,
                  Kaohsiung, Taiwan, November 8-10, 2011},
  pages        = {669--674},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GRC.2011.6122677},
  doi          = {10.1109/GRC.2011.6122677},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoHT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Tzung{-}Pei Hong and
                  Yasuo Kudo and
                  Mineichi Kudo and
                  Tsau Young Lin and
                  Been{-}Chian Chien and
                  Shyue{-}Liang Wang and
                  Masahiro Inuiguchi and
                  Guilong Liu},
  title        = {Combinatorics of pearson residuals and degree of freedom in contingency
                  tables},
  booktitle    = {2011 {IEEE} International Conference on Granular Computing, GrC-2011,
                  Kaohsiung, Taiwan, November 8-10, 2011},
  pages        = {675--680},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GRC.2011.6122678},
  doi          = {10.1109/GRC.2011.6122678},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Tsumoto11,
  author       = {Shusaku Tsumoto},
  editor       = {Tzung{-}Pei Hong and
                  Yasuo Kudo and
                  Mineichi Kudo and
                  Tsau Young Lin and
                  Been{-}Chian Chien and
                  Shyue{-}Liang Wang and
                  Masahiro Inuiguchi and
                  Guilong Liu},
  title        = {A new framework for incremental rule induction based on rough sets},
  booktitle    = {2011 {IEEE} International Conference on Granular Computing, GrC-2011,
                  Kaohsiung, Taiwan, November 8-10, 2011},
  pages        = {681--686},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GRC.2011.6122679},
  doi          = {10.1109/GRC.2011.6122679},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/Tsumoto11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoHT11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Yuko Tsumoto},
  editor       = {Myra Spiliopoulou and
                  Haixun Wang and
                  Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {Visualization of Hospital Services Using Data Mining Methods},
  booktitle    = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
                  on, Vancouver, BC, Canada, December 11, 2011},
  pages        = {1183--1190},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDMW.2011.176},
  doi          = {10.1109/ICDMW.2011.176},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoHT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/TsumotoHT11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Yuko Tsumoto},
  title        = {Information reuse in hospital information systems: {A} data mining
                  approach},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
                  {USA}},
  pages        = {172--176},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/IRI.2011.6009541},
  doi          = {10.1109/IRI.2011.6009541},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/TsumotoHT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto11,
  author       = {Shusaku Tsumoto},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Incremental Rule Induction Based on Rough Set Theory},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {70--79},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_8},
  doi          = {10.1007/978-3-642-21916-0\_8},
  timestamp    = {Thu, 14 Oct 2021 10:09:10 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AbeT11,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Mining Classification Rules for Detecting Medication Order Changes
                  by Using Characteristic {CPOE} Subsequences},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {80--89},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_9},
  doi          = {10.1007/978-3-642-21916-0\_9},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/AbeT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsumotoT11,
  author       = {Shusaku Tsumoto and
                  Katsuhiko Takabayashi},
  editor       = {Marzena Kryszkiewicz and
                  Henryk Rybinski and
                  Andrzej Skowron and
                  Zbigniew W. Ras},
  title        = {Data Mining in Meningoencephalitis: The Starting Point of Discovery
                  Challenge},
  booktitle    = {Foundations of Intelligent Systems - 19th International Symposium,
                  {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6804},
  pages        = {133--139},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21916-0\_15},
  doi          = {10.1007/978-3-642-21916-0\_15},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsumotoT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/AbeT11,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Jingtao Yao and
                  Sheela Ramanna and
                  Guoyin Wang and
                  Zbigniew Suraj},
  title        = {Comparing a Clustering Density Criteria of Temporal Patterns of Terms
                  Obtained by Different Feature Sets},
  booktitle    = {Rough Sets and Knowledge Technology - 6th International Conference,
                  {RSKT} 2011, Banff, Canada, October 9-12, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6954},
  pages        = {248--257},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24425-4\_34},
  doi          = {10.1007/978-3-642-24425-4\_34},
  timestamp    = {Fri, 26 Mar 2021 08:28:33 +0100},
  biburl       = {https://dblp.org/rec/conf/rskt/AbeT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jingtao Yao and
                  Sheela Ramanna and
                  Guoyin Wang and
                  Zbigniew Suraj},
  title        = {Information Reuse in Hospital Information Systems: {A} Similarity-Oriented
                  Data Mining Approach},
  booktitle    = {Rough Sets and Knowledge Technology - 6th International Conference,
                  {RSKT} 2011, Banff, Canada, October 9-12, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6954},
  pages        = {382--387},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24425-4\_50},
  doi          = {10.1007/978-3-642-24425-4\_50},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHAT11,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe and
                  Yuko Tsumoto},
  title        = {Temporal data mining in history data of hospital information systems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
  pages        = {2350--2356},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICSMC.2011.6084029},
  doi          = {10.1109/ICSMC.2011.6084029},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHAT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoH10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Risk Mining in Medicine: Application of Data Mining to Medical Risk
                  Management},
  journal      = {Fundam. Informaticae},
  volume       = {98},
  number       = {1},
  pages        = {107--121},
  year         = {2010},
  url          = {https://doi.org/10.3233/FI-2010-219},
  doi          = {10.3233/FI-2010-219},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaip/AbeTOY10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  title        = {Improving a rule evaluation support method based on objective indices},
  journal      = {Int. J. Adv. Intell. Paradigms},
  volume       = {2},
  number       = {2/3},
  pages        = {180--197},
  year         = {2010},
  url          = {https://doi.org/10.1504/IJAIP.2010.030534},
  doi          = {10.1504/IJAIP.2010.030534},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijaip/AbeTOY10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcini/LinBT10,
  author       = {Tsau Young Lin and
                  Rushin Barot and
                  Shusaku Tsumoto},
  title        = {Some Remarks on the Concept of Approximations from the View of Knowledge
                  Engineering},
  journal      = {Int. J. Cogn. Informatics Nat. Intell.},
  volume       = {4},
  number       = {2},
  pages        = {1--11},
  year         = {2010},
  url          = {https://doi.org/10.4018/jcini.2010040101},
  doi          = {10.4018/JCINI.2010040101},
  timestamp    = {Thu, 24 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcini/LinBT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/HiranoT10,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Multiscale Comparison and Clustering of Three-Dimensional Trajectories
                  Based on Curvature Maxima},
  journal      = {Int. J. Inf. Technol. Decis. Mak.},
  volume       = {9},
  number       = {6},
  pages        = {889--904},
  year         = {2010},
  url          = {https://doi.org/10.1142/S021962201000410X},
  doi          = {10.1142/S021962201000410X},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijitdm/HiranoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rss/TsumotoT10,
  author       = {Yuko Tsumoto and
                  Shusaku Tsumoto},
  title        = {Exploratory Univariate Analysis on the Characterization of a University
                  Hospital: {A} Preliminary Step to Data-Mining-Based Hospital Management
                  Using an Exploratory Univariate Analysis of a University Hospital},
  journal      = {Rev. Socionetwork Strateg.},
  volume       = {4},
  number       = {2},
  pages        = {47--63},
  year         = {2010},
  url          = {https://doi.org/10.1007/s12626-010-0014-x},
  doi          = {10.1007/S12626-010-0014-X},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rss/TsumotoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoHA10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe},
  editor       = {Fuchun Sun and
                  Yingxu Wang and
                  Jianhua Lu and
                  Bo Zhang and
                  Witold Kinsner and
                  Lotfi A. Zadeh},
  title        = {Sampling from databases for rule induction methods based on likelihood
                  ratio test},
  booktitle    = {Proceedings of the 9th {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
  pages        = {174--179},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/COGINF.2010.5599746},
  doi          = {10.1109/COGINF.2010.5599746},
  timestamp    = {Sat, 20 May 2023 16:27:56 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoHA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/Tsumoto10,
  author       = {Shusaku Tsumoto},
  editor       = {Fuchun Sun and
                  Yingxu Wang and
                  Jianhua Lu and
                  Bo Zhang and
                  Witold Kinsner and
                  Lotfi A. Zadeh},
  title        = {Incremental discovery of probabilistic rules from clinical databases
                  based on rough set theory},
  booktitle    = {Proceedings of the 9th {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
  pages        = {339--344},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/COGINF.2010.5599718},
  doi          = {10.1109/COGINF.2010.5599718},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/Tsumoto10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Fuchun Sun and
                  Yingxu Wang and
                  Jianhua Lu and
                  Bo Zhang and
                  Witold Kinsner and
                  Lotfi A. Zadeh},
  title        = {Comparing order entry subsequences related to {CPOE} correction factors},
  booktitle    = {Proceedings of the 9th {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
  pages        = {806--810},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/COGINF.2010.5599801},
  doi          = {10.1109/COGINF.2010.5599801},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amt/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Aijun An and
                  Pawan Lingras and
                  Sheila Petty and
                  Runhe Huang},
  title        = {Analysis of Research Keys as Tempral Patterns of Technical Term Usages
                  in Bibliographical Data},
  booktitle    = {Active Media Technology, 6th International Conference, {AMT} 2010,
                  Toronto, Canada, August 28-30, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6335},
  pages        = {150--157},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15470-6\_16},
  doi          = {10.1007/978-3-642-15470-6\_16},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/amt/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/HiranoT10,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {Hierarchical, Granular Representation of Non-metric Proximity Data},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {217--222},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.173},
  doi          = {10.1109/GRC.2010.173},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/HiranoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {Information Granules of Statistical Dependence in Multiway Contingency
                  Tables},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {483--488},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.94},
  doi          = {10.1109/GRC.2010.94},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH10a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {Geometrical and Combinatorial Nature of Pearson Residuals},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {489--494},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.96},
  doi          = {10.1109/GRC.2010.96},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH10a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Tsumoto10,
  author       = {Shusaku Tsumoto},
  editor       = {Xiaohua Hu and
                  Tsau Young Lin and
                  Vijay V. Raghavan and
                  Jerzy W. Grzymala{-}Busse and
                  Qing Liu and
                  Andrei Z. Broder},
  title        = {Qualitative Simulation Based on Ranked Hyperreals},
  booktitle    = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
                  San Jose, California, USA, 14-16 August 2010},
  pages        = {767--771},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/GrC.2010.95},
  doi          = {10.1109/GRC.2010.95},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/Tsumoto10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT10,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Curvature Maxima-based Trajectories Mining},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {257--264},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.170},
  doi          = {10.1109/ICDMW.2010.170},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Text Categorization with Considering Temporal Patterns of Term Usages},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {800--807},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.186},
  doi          = {10.1109/ICDMW.2010.186},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Automated Empirical Selection of Rule Induction Methods Based on Recursive
                  Iteration of Resampling Methods and Multiple Testing},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {835--842},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.177},
  doi          = {10.1109/ICDMW.2010.177},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoHT10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Yuko Tsumoto},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Towards Data-Oriented Hospital Services: Data Mining-Based Hospital
                  Management},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {1076--1083},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.178},
  doi          = {10.1109/ICDMW.2010.178},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoHT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip/HanadaTK10,
  author       = {Eisuke Hanada and
                  Shusaku Tsumoto and
                  Shotai Kobayashi},
  editor       = {Hiroshi Takeda},
  title        = {A "Ubiquitous Environment" through Wireless Voice/Data Communication
                  and a Fully Computerized Hospital Information System in a University
                  Hospital},
  booktitle    = {E-Health - First {IMIA/IFIP} Joint Symposium, E-Health 2010, Held
                  as Part of {WCC} 2010, Brisbane, Australia, September 20-23, 2010.
                  Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {335},
  pages        = {160--168},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15515-4\_17},
  doi          = {10.1007/978-3-642-15515-4\_17},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip/HanadaTK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Zhongzhi Shi and
                  Sunil Vadera and
                  Agnar Aamodt and
                  David B. Leake},
  title        = {Mining Temporal Patterns of Technical Term Usages in Bibliographical
                  Data},
  booktitle    = {Intelligent Information Processing {V} - 6th {IFIP} {TC} 12 International
                  Conference, {IIP} 2010, Manchester, UK, October 13-16, 2010. Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {340},
  pages        = {130--138},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16327-2\_18},
  doi          = {10.1007/978-3-642-16327-2\_18},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/TsumotoHA10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe},
  editor       = {Zhongzhi Shi and
                  Sunil Vadera and
                  Agnar Aamodt and
                  David B. Leake},
  title        = {Automated Empirical Selection of Rule Induction Methods Based on Recursive
                  Iteration of Resampling Methods},
  booktitle    = {Intelligent Information Processing {V} - 6th {IFIP} {TC} 12 International
                  Conference, {IIP} 2010, Manchester, UK, October 13-16, 2010. Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {340},
  pages        = {139--144},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16327-2\_19},
  doi          = {10.1007/978-3-642-16327-2\_19},
  timestamp    = {Tue, 26 Jun 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/TsumotoHA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Rossitza Setchi and
                  Ivan Jordanov and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Discovering Research Key Terms as Temporal Patterns of Importance
                  Indices for Text Mining},
  booktitle    = {Knowledge-Based and Intelligent Information and Engineering Systems
                  - 14th International Conference, {KES} 2010, Cardiff, UK, September
                  8-10, 2010, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6278},
  pages        = {297--306},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15393-8\_34},
  doi          = {10.1007/978-3-642-15393-8\_34},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HiranoT10,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Marcin S. Szczuka and
                  Marzena Kryszkiewicz and
                  Sheela Ramanna and
                  Richard Jensen and
                  Qinghua Hu},
  title        = {Representation of Granularity for Non-Euclidian Relational Data by
                  Jaccard Coefficients and Binary Classifications},
  booktitle    = {Rough Sets and Current Trends in Computing - 7th International Conference,
                  {RSCTC} 2010, Warsaw, Poland, June 28-30,2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6086},
  pages        = {721--729},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13529-3\_76},
  doi          = {10.1007/978-3-642-13529-3\_76},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HiranoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoHA10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe},
  editor       = {Jian Yu and
                  Salvatore Greco and
                  Pawan Lingras and
                  Guoyin Wang and
                  Andrzej Skowron},
  title        = {Likelihood-Based Sampling from Databases for Rule Induction Methods},
  booktitle    = {Rough Set and Knowledge Technology - 5th International Conference,
                  {RSKT} 2010, Beijing, China, October 15-17, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6401},
  pages        = {265--272},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16248-0\_40},
  doi          = {10.1007/978-3-642-16248-0\_40},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoHA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/TsumotoH10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jian Yu and
                  Salvatore Greco and
                  Pawan Lingras and
                  Guoyin Wang and
                  Andrzej Skowron},
  title        = {Residual Analysis of Statistical Dependence in Multiway Contingency
                  Tables},
  booktitle    = {Rough Set and Knowledge Technology - 5th International Conference,
                  {RSKT} 2010, Beijing, China, October 15-17, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6401},
  pages        = {273--280},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16248-0\_41},
  doi          = {10.1007/978-3-642-16248-0\_41},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/TsumotoH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/HiranoT10,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Sun{-}Ki Chai and
                  John J. Salerno and
                  Patricia L. Mabry},
  title        = {Multiscale Comparison of Three-Dimensional Trajectories Based on the
                  Curvature Maxima and Its Application to Medicine},
  booktitle    = {Advances in Social Computing, Third International Conference on Social
                  Computing, Behavioral Modeling, and Prediction, {SBP} 2010, Bethesda,
                  MD, USA, March 30-31, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6007},
  pages        = {128--137},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-12079-4\_18},
  doi          = {10.1007/978-3-642-12079-4\_18},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/sbp/HiranoT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AbeT10,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Trend detection from large text data},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
  pages        = {310--315},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICSMC.2010.5641682},
  doi          = {10.1109/ICSMC.2010.5641682},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AbeT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH10,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Three dimensional trajectories mining},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
  pages        = {500--505},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICSMC.2010.5641969},
  doi          = {10.1109/ICSMC.2010.5641969},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:journals/trs/2010-12,
  editor       = {James F. Peters and
                  Andrzej Skowron and
                  Roman Slowinski and
                  Pawan Lingras and
                  Duoqian Miao and
                  Shusaku Tsumoto},
  title        = {Transactions on Rough Sets {XII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6190},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14467-7},
  doi          = {10.1007/978-3-642-14467-7},
  isbn         = {978-3-642-14466-0},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/trs/2010-12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoH09,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Statistical Independence and Determinants in a Contingency Table -
                  Interpretation of Pearson Residuals based on Linear Algebra -},
  journal      = {Fundam. Informaticae},
  volume       = {90},
  number       = {3},
  pages        = {251--267},
  year         = {2009},
  url          = {https://doi.org/10.3233/FI-2009-0017},
  doi          = {10.3233/FI-2009-0017},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/WangZT09,
  author       = {Yingxu Wang and
                  Du Zhang and
                  Shusaku Tsumoto},
  title        = {Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational
                  Mathematical Foundations {(I)}},
  journal      = {Fundam. Informaticae},
  volume       = {90},
  number       = {3},
  year         = {2009},
  url          = {https://doi.org/10.3233/FI-2009-0014},
  doi          = {10.3233/FI-2009-0014},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/WangZT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Investigating Accuracies of Classifications for Randomized Imbalanced
                  Class Distributions},
  journal      = {Fundam. Informaticae},
  volume       = {90},
  number       = {4},
  pages        = {369--378},
  year         = {2009},
  url          = {https://doi.org/10.3233/FI-2009-0024},
  doi          = {10.3233/FI-2009-0024},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoH09a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Contingency Matrix Theory {II:} Degree of Dependence as Granularity},
  journal      = {Fundam. Informaticae},
  volume       = {90},
  number       = {4},
  pages        = {427--442},
  year         = {2009},
  url          = {https://doi.org/10.3233/FI-2009-0027},
  doi          = {10.3233/FI-2009-0027},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoH09a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/WangZT09a,
  author       = {Yingxu Wang and
                  Du Zhang and
                  Shusaku Tsumoto},
  title        = {Preface: Cognitive Informatics, Cognitive Computing, and Their Denotational
                  Mathematical Foundations {(II)}},
  journal      = {Fundam. Informaticae},
  volume       = {90},
  number       = {4},
  year         = {2009},
  url          = {https://doi.org/10.3233/FI-2009-0022},
  doi          = {10.3233/FI-2009-0022},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/WangZT09a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Tsumoto09,
  author       = {Shusaku Tsumoto},
  title        = {Contingency matrix theory: Statistical dependence in a contingency
                  table},
  journal      = {Inf. Sci.},
  volume       = {179},
  number       = {11},
  pages        = {1615--1627},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.ins.2008.11.023},
  doi          = {10.1016/J.INS.2008.11.023},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Tsumoto09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {George Baciu and
                  Yingxu Wang and
                  Yiyu Yao and
                  Witold Kinsner and
                  Keith Chan and
                  Lotfi A. Zadeh},
  title        = {Evaluating a method to detect temporal trends of phrases in research
                  documents},
  booktitle    = {Proceedings of the 8th {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2009, June 15-17, 2009, Hong Kong, China},
  pages        = {378--383},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/COGINF.2009.5250711},
  doi          = {10.1109/COGINF.2009.5250711},
  timestamp    = {Sat, 20 May 2023 16:27:56 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {A method to characterize dataset based on objective rule evaluation
                  indices},
  booktitle    = {Data Mining, Intrusion Detection, Information Security and Assurance,
                  and Data Networks Security 2009, 13 April 2009, Orlando, Florida,
                  {USA}},
  series       = {{SPIE} Proceedings},
  volume       = {7344},
  pages        = {73440D},
  publisher    = {{SPIE}},
  year         = {2009},
  url          = {https://doi.org/10.1117/12.820319},
  doi          = {10.1117/12.820319},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/TsumotoH09,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Belur V. Dasarathy},
  title        = {Temporal data mining for hospital management},
  booktitle    = {Data Mining, Intrusion Detection, Information Security and Assurance,
                  and Data Networks Security 2009, 13 April 2009, Orlando, Florida,
                  {USA}},
  series       = {{SPIE} Proceedings},
  volume       = {7344},
  pages        = {73440A},
  publisher    = {{SPIE}},
  year         = {2009},
  url          = {https://doi.org/10.1117/12.819440},
  doi          = {10.1117/12.819440},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/TsumotoH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Detection of trends of technical phrases in text mining},
  booktitle    = {The 2009 {IEEE} International Conference on Granular Computing, GrC
                  2009, Lushan Mountain, Nanchang, China, 17-19 August 2009},
  pages        = {7--12},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/GRC.2009.5255172},
  doi          = {10.1109/GRC.2009.5255172},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoHA09,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe},
  title        = {Multivariate statistical independence and contingency tables},
  booktitle    = {The 2009 {IEEE} International Conference on Granular Computing, GrC
                  2009, Lushan Mountain, Nanchang, China, 17-19 August 2009},
  pages        = {544--548},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/GRC.2009.5255063},
  doi          = {10.1109/GRC.2009.5255063},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoHA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Y{\"{u}}cel Saygin and
                  Jeffrey Xu Yu and
                  Hillol Kargupta and
                  Wei Wang and
                  Sanjay Ranka and
                  Philip S. Yu and
                  Xindong Wu},
  title        = {Detecting Similarity of Transferring Datasets Based on Features of
                  Classification Rules},
  booktitle    = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
                  Workshops, Miami, Florida, USA, 6 December 2009},
  pages        = {412--415},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICDMW.2009.99},
  doi          = {10.1109/ICDMW.2009.99},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Jan Rauch and
                  Zbigniew W. Ras and
                  Petr Berka and
                  Tapio Elomaa},
  title        = {Detecting Temporal Trends of Technical Phrases by Using Importance
                  Indices and Linear Regression},
  booktitle    = {Foundations of Intelligent Systems, 18th International Symposium,
                  {ISMIS} 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5722},
  pages        = {251--260},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04125-9\_28},
  doi          = {10.1007/978-3-642-04125-9\_28},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/TsumotoA09,
  author       = {Shusaku Tsumoto and
                  Hidenao Abe},
  editor       = {Juan D. Vel{\'{a}}squez and
                  Sebasti{\'{a}}n A. R{\'{\i}}os and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Evaluation of a Classification Rule Mining Algorithm Based on Secondary
                  Differences},
  booktitle    = {Knowledge-Based and Intelligent Information and Engineering Systems,
                  13th International Conference, {KES} 2009, Santiago, Chile, September
                  28-30, 2009, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5712},
  pages        = {24--31},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04592-9\_4},
  doi          = {10.1007/978-3-642-04592-9\_4},
  timestamp    = {Thu, 02 Jun 2022 16:47:22 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/TsumotoA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Juan D. Vel{\'{a}}squez and
                  Sebasti{\'{a}}n A. R{\'{\i}}os and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Detecting Temporal Patterns of Importance Indices about Technical
                  Phrases},
  booktitle    = {Knowledge-Based and Intelligent Information and Engineering Systems,
                  13th International Conference, {KES} 2009, Santiago, Chile, September
                  28-30, 2009, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5712},
  pages        = {252--258},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04592-9\_32},
  doi          = {10.1007/978-3-642-04592-9\_32},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/HiranoT09,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Hiroshi Sakai and
                  Mihir K. Chakraborty and
                  Aboul Ella Hassanien and
                  Dominik Slezak and
                  William Zhu},
  title        = {Multiscale Comparison of Three-Dimensional Trajectories: {A} Preliminary
                  Step},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 12th International
                  Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5908},
  pages        = {361--368},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-10646-0\_44},
  doi          = {10.1007/978-3-642-10646-0\_44},
  timestamp    = {Fri, 14 Jan 2022 14:25:23 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/HiranoT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Hiroshi Sakai and
                  Mihir K. Chakraborty and
                  Aboul Ella Hassanien and
                  Dominik Slezak and
                  William Zhu},
  title        = {Comparing Temporal Behavior of Phrases on Multiple Indexes with a
                  Burst Word Detection Method},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 12th International
                  Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5908},
  pages        = {502--509},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-10646-0\_61},
  doi          = {10.1007/978-3-642-10646-0\_61},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Peng Wen and
                  Yuefeng Li and
                  Lech Polkowski and
                  Yiyu Yao and
                  Shusaku Tsumoto and
                  Guoyin Wang},
  title        = {A Comparison of Composed Objective Rule Evaluation Indices Using {PCA}
                  and Single Indices},
  booktitle    = {Rough Sets and Knowledge Technology, 4th International Conference,
                  {RSKT} 2009, Gold Coast, Australia, July 14-16, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5589},
  pages        = {160--167},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02962-2\_20},
  doi          = {10.1007/978-3-642-02962-2\_20},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rskt/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoHA09,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe},
  title        = {Pearson Residuals in Multi-way Contingency Tables},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
  pages        = {2531--2536},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICSMC.2009.5346334},
  doi          = {10.1109/ICSMC.2009.5346334},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoHA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Tsumoto09,
  author       = {Shusaku Tsumoto},
  title        = {Distribution of Derminants of Contingency Tables},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
  pages        = {2537--2542},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICSMC.2009.5346335},
  doi          = {10.1109/ICSMC.2009.5346335},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/Tsumoto09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AbeT09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Detecting Temporal Patterns of Technical Phrases by using Importance
                  Indices in a Research Documents},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
  pages        = {2959--2964},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICSMC.2009.5345958},
  doi          = {10.1109/ICSMC.2009.5345958},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AbeT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AbeTOY09,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Djamel A. Zighed and
                  Shusaku Tsumoto and
                  Zbigniew W. Ras and
                  Hakim Hacid},
  title        = {Evaluating Learning Algorithms Composed by a Constructive Meta-learning
                  Scheme for a Rule Evaluation Support Method},
  booktitle    = {Mining Complex Data},
  series       = {Studies in Computational Intelligence},
  volume       = {165},
  pages        = {95--111},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-540-88067-7\_6},
  doi          = {10.1007/978-3-540-88067-7\_6},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/AbeTOY09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2008w,
  editor       = {Sanjay Chawla and
                  Takashi Washio and
                  Shin{-}ichi Minato and
                  Shusaku Tsumoto and
                  Takashi Onoda and
                  Seiji Yamada and
                  Akihiro Inokuchi},
  title        = {New Frontiers in Applied Data Mining, {PAKDD} 2008 International Workshops,
                  Osaka, Japan, May 20-23, 2008. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5433},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-00399-8},
  doi          = {10.1007/978-3-642-00399-8},
  isbn         = {978-3-642-00398-1},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/2008w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/rskt/2009,
  editor       = {Peng Wen and
                  Yuefeng Li and
                  Lech Polkowski and
                  Yiyu Yao and
                  Shusaku Tsumoto and
                  Guoyin Wang},
  title        = {Rough Sets and Knowledge Technology, 4th International Conference,
                  {RSKT} 2009, Gold Coast, Australia, July 14-16, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5589},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02962-2},
  doi          = {10.1007/978-3-642-02962-2},
  isbn         = {978-3-642-02961-5},
  timestamp    = {Mon, 16 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rskt/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-165,
  editor       = {Djamel A. Zighed and
                  Shusaku Tsumoto and
                  Zbigniew W. Ras and
                  Hakim Hacid},
  title        = {Mining Complex Data},
  series       = {Studies in Computational Intelligence},
  volume       = {165},
  publisher    = {Springer},
  year         = {2009},
  isbn         = {978-3-540-88066-0},
  timestamp    = {Sun, 09 Nov 2008 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/2009-165.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/complexity/TsumotoH09,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Robert A. Meyers},
  title        = {Dependency and Granularity inData},
  booktitle    = {Encyclopedia of Complexity and Systems Science},
  pages        = {1864--1872},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-30440-3\_119},
  doi          = {10.1007/978-0-387-30440-3\_119},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/complexity/TsumotoH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/complexity/Tsumoto09,
  author       = {Shusaku Tsumoto},
  editor       = {Robert A. Meyers},
  title        = {Rough Set Data Analysis},
  booktitle    = {Encyclopedia of Complexity and Systems Science},
  pages        = {7742--7753},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-30440-3\_459},
  doi          = {10.1007/978-0-387-30440-3\_459},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/complexity/Tsumoto09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcos/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Contingency Matrix Theory {I:} Rank and Statistical Independence in
                  a Contigency Table},
  journal      = {Trans. Comput. Sci.},
  volume       = {2},
  pages        = {161--179},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87563-5\_10},
  doi          = {10.1007/978-3-540-87563-5\_10},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcos/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/LinT08,
  author       = {Tsau Young Lin and
                  Shusaku Tsumoto},
  editor       = {Yingxu Wang and
                  Du Zhang and
                  Jean{-}Claude Latombe and
                  Witold Kinsner},
  title        = {Qualitative fuzzy sets and granularity},
  booktitle    = {Proceedings of the Seventh {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2008, Stanford University, California, USA, August
                  14-16, 2008},
  pages        = {435--440},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/COGINF.2008.4639198},
  doi          = {10.1109/COGINF.2008.4639198},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/LinT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Yingxu Wang and
                  Du Zhang and
                  Jean{-}Claude Latombe and
                  Witold Kinsner},
  title        = {Fuzziness from attribute generalization in information table},
  booktitle    = {Proceedings of the Seventh {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2008, Stanford University, California, USA, August
                  14-16, 2008},
  pages        = {455--461},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/COGINF.2008.4639201},
  doi          = {10.1109/COGINF.2008.4639201},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH08a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Yingxu Wang and
                  Du Zhang and
                  Jean{-}Claude Latombe and
                  Witold Kinsner},
  title        = {Statistical independence in three-variables contingency cube},
  booktitle    = {Proceedings of the Seventh {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2008, Stanford University, California, USA, August
                  14-16, 2008},
  pages        = {468--474},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/COGINF.2008.4639203},
  doi          = {10.1109/COGINF.2008.4639203},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH08a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Mining Trajectories of Laboratory Data using Multiscale Matching and
                  Clustering},
  booktitle    = {Proceedings of the Twenty-First {IEEE} International Symposium on
                  Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
                  Finland},
  pages        = {626--631},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/CBMS.2008.140},
  doi          = {10.1109/CBMS.2008.140},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cbms/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/TsumotoMY08,
  author       = {Shusaku Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  editor       = {Belur V. Dasarathy},
  title        = {Application of data mining to medical risk management},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2008, Orlando, FL, USA, March 17-18, 2008},
  series       = {{SPIE} Proceedings},
  volume       = {6973},
  pages        = {697308},
  publisher    = {{SPIE}},
  year         = {2008},
  url          = {https://doi.org/10.1117/12.778471},
  doi          = {10.1117/12.778471},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/TsumotoMY08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Partial statistical independence in contingency matrix},
  booktitle    = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
                  Hong Kong, China, 1-6 June, 2008, Proceedings},
  pages        = {2412--2419},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/FUZZY.2008.4630706},
  doi          = {10.1109/FUZZY.2008.4630706},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HiranoT08,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Trajectory mining using multiscale matching and clustering},
  booktitle    = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
                  Hong Kong, China, 1-6 June, 2008, Proceedings},
  pages        = {2420--2427},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/FUZZY.2008.4630707},
  doi          = {10.1109/FUZZY.2008.4630707},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/HiranoT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Decomposition of Pearson Residuals of Three-variables Contingency
                  Cube},
  booktitle    = {The 2008 {IEEE} International Conference on Granular Computing, GrC
                  2008, Hangzhou, China, 26-28 August 2008},
  pages        = {61--66},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/GRC.2008.4664792},
  doi          = {10.1109/GRC.2008.4664792},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Investigating Accuracies of Rule Evaluation Models on Randomized Labeling
                  and Human Evaluation},
  booktitle    = {The 2008 {IEEE} International Conference on Granular Computing, GrC
                  2008, Hangzhou, China, 26-28 August 2008},
  pages        = {95--100},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/GRC.2008.4664770},
  doi          = {10.1109/GRC.2008.4664770},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/HiranoT08,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Hierarchical Clustering of Asymmetric Proximity Data based on the
                  Indiscernibility-level},
  booktitle    = {The 2008 {IEEE} International Conference on Granular Computing, GrC
                  2008, Hangzhou, China, 26-28 August 2008},
  pages        = {275--280},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/GRC.2008.4664761},
  doi          = {10.1109/GRC.2008.4664761},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/HiranoT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  title        = {Comparing Accuracies of Rule Evaluation Models to Determine Human
                  Criteria on Evaluated Rule Sets},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {1--7},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.49},
  doi          = {10.1109/ICDMW.2008.49},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Statistical Independence and Contingency Matrix},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {643--648},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.94},
  doi          = {10.1109/ICDMW.2008.94},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Jeng{-}Shyang Pan and
                  Ajith Abraham and
                  Chin{-}Chen Chang},
  title        = {Hospital Management Based on Data Mining},
  booktitle    = {Eighth International Conference on Intelligent Systems Design and
                  Applications, {ISDA} 2008, 26-28 November 2008, Kaohsiung, Taiwan,
                  3 Volumes},
  pages        = {257--262},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ISDA.2008.359},
  doi          = {10.1109/ISDA.2008.359},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isda/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson
                  Product-Moment Correlation Coefficient},
  booktitle    = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  pages        = {84--89},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6\_9},
  doi          = {10.1007/978-3-540-68123-6\_9},
  timestamp    = {Mon, 28 Aug 2023 21:17:48 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Ignac Lovrek and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Analyzing Behavior of Objective Rule Evaluation Indices Based on a
                  Correlation Coefficient},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 12th
                  International Conference, {KES} 2008, Zagreb, Croatia, September 3-5,
                  2008, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5178},
  pages        = {758--765},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85565-1\_94},
  doi          = {10.1007/978-3-540-85565-1\_94},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HiranoT08,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Sanjay Chawla and
                  Takashi Washio and
                  Shin{-}ichi Minato and
                  Shusaku Tsumoto and
                  Takashi Onoda and
                  Seiji Yamada and
                  Akihiro Inokuchi},
  title        = {Detection of Risk Factors as Temporal Data Mining},
  booktitle    = {New Frontiers in Applied Data Mining, {PAKDD} 2008 International Workshops,
                  Osaka, Japan, May 20-23, 2008. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5433},
  pages        = {143--156},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-642-00399-8\_13},
  doi          = {10.1007/978-3-642-00399-8\_13},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HiranoT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakm/AbeTOY08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Takahira Yamaguchi},
  title        = {Finding Functional Groups of Objective Rule Evaluation Indices Using
                  {PCA}},
  booktitle    = {Practical Aspects of Knowledge Management, 7th International Conference,
                  {PAKM} 2008, Yokohama, Japan, November 22-23, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5345},
  pages        = {197--206},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-89447-6\_19},
  doi          = {10.1007/978-3-540-89447-6\_19},
  timestamp    = {Tue, 14 May 2019 10:00:43 +0200},
  biburl       = {https://dblp.org/rec/conf/pakm/AbeTOY08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Chien{-}Chung Chan and
                  Jerzy W. Grzymala{-}Busse and
                  Wojciech Ziarko},
  title        = {Statistical Independence of Multi-variables from the Viewpoint of
                  Linear Algebra},
  booktitle    = {Rough Sets and Current Trends in Computing, 6th International Conference,
                  {RSCTC} 2008, Akron, OH, USA, October 23-25, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5306},
  pages        = {103--112},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88425-5\_11},
  doi          = {10.1007/978-3-540-88425-5\_11},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Chien{-}Chung Chan and
                  Jerzy W. Grzymala{-}Busse and
                  Wojciech Ziarko},
  title        = {Implementing a Rule Generation Method Based on Secondary Differences
                  of Two Criteria},
  booktitle    = {Rough Sets and Current Trends in Computing, 6th International Conference,
                  {RSCTC} 2008, Akron, OH, USA, October 23-25, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5306},
  pages        = {293--298},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88425-5\_30},
  doi          = {10.1007/978-3-540-88425-5\_30},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/HiranoT08,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Guoyin Wang and
                  Tianrui Li and
                  Jerzy W. Grzymala{-}Busse and
                  Duoqian Miao and
                  Andrzej Skowron and
                  Yiyu Yao},
  title        = {Hierarchical Clustering of Non-Euclidean Relational Data Using Indiscernibility-Level},
  booktitle    = {Rough Sets and Knowledge Technology, Third International Conference,
                  {RSKT} 2008, Chengdu, China, May 17-19, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5009},
  pages        = {332--339},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-79721-0\_47},
  doi          = {10.1007/978-3-540-79721-0\_47},
  timestamp    = {Thu, 15 Jul 2021 13:46:36 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/HiranoT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/AbeT08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto},
  editor       = {Guoyin Wang and
                  Tianrui Li and
                  Jerzy W. Grzymala{-}Busse and
                  Duoqian Miao and
                  Andrzej Skowron and
                  Yiyu Yao},
  title        = {Analyzing Correlation Coefficients of Objective Rule Evaluation Indices
                  on Classification Rules},
  booktitle    = {Rough Sets and Knowledge Technology, Third International Conference,
                  {RSKT} 2008, Chengdu, China, May 17-19, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5009},
  pages        = {467--474},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-79721-0\_64},
  doi          = {10.1007/978-3-540-79721-0\_64},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rskt/AbeT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Statistical dependence in contingency data cube},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Singapore, 12-15 October 2008},
  pages        = {2759--2764},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICSMC.2008.4811714},
  doi          = {10.1109/ICSMC.2008.4811714},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/08/TsumotoH08,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Hillol Kargupta and
                  Jiawei Han and
                  Philip S. Yu and
                  Rajeev Motwani and
                  Vipin Kumar},
  title        = {Risk Mining as New Trends in Hospital Management},
  booktitle    = {Next Generation of Data Mining},
  series       = {Chapman and Hall / {CRC} Data Mining and Knowledge Discovery Series},
  publisher    = {{CRC} Press / Chapman and Hall / Taylor {\&} Francis},
  year         = {2008},
  url          = {https://doi.org/10.1201/9781420085877.pt5},
  doi          = {10.1201/9781420085877.PT5},
  timestamp    = {Fri, 29 Apr 2022 17:40:48 +0200},
  biburl       = {https://dblp.org/rec/books/tf/08/TsumotoH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/HiranoT08,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Shuichi Iwata and
                  Yukio Ohsawa and
                  Shusaku Tsumoto and
                  Ning Zhong and
                  Yong Shi and
                  Lorenzo Magnani},
  title        = {Discovery of Clusters from Proximity Data: An Approach Using Iterative
                  Adjustment of Binary Classifications},
  booktitle    = {Communications and Discoveries from Multidisciplinary Data},
  series       = {Studies in Computational Intelligence},
  volume       = {123},
  pages        = {251--268},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78733-4\_15},
  doi          = {10.1007/978-3-540-78733-4\_15},
  timestamp    = {Thu, 11 Mar 2021 14:30:09 +0100},
  biburl       = {https://dblp.org/rec/series/sci/HiranoT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AbeTOY08,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Shuichi Iwata and
                  Yukio Ohsawa and
                  Shusaku Tsumoto and
                  Ning Zhong and
                  Yong Shi and
                  Lorenzo Magnani},
  title        = {Evaluating Learning Algorithms to Support Human Rule Evaluation with
                  Predicting Interestingness Based on Objective Rule Evaluation Indices},
  booktitle    = {Communications and Discoveries from Multidisciplinary Data},
  series       = {Studies in Computational Intelligence},
  volume       = {123},
  pages        = {269--282},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78733-4\_16},
  doi          = {10.1007/978-3-540-78733-4\_16},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/AbeTOY08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TsumotoMY08,
  author       = {Shusaku Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  editor       = {Shuichi Iwata and
                  Yukio Ohsawa and
                  Shusaku Tsumoto and
                  Ning Zhong and
                  Yong Shi and
                  Lorenzo Magnani},
  title        = {Risk Mining for Infection Control},
  booktitle    = {Communications and Discoveries from Multidisciplinary Data},
  series       = {Studies in Computational Intelligence},
  volume       = {123},
  pages        = {283--297},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78733-4\_17},
  doi          = {10.1007/978-3-540-78733-4\_17},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TsumotoMY08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Tsumoto08,
  author       = {Shusaku Tsumoto},
  editor       = {Tsau Young Lin and
                  Ying Xie and
                  Anita Wasilewska and
                  Churn{-}Jung Liau},
  title        = {On Pseudo-Statistical Independence in a Contingency Table},
  booktitle    = {Data Mining: Foundations and Practice},
  series       = {Studies in Computational Intelligence},
  volume       = {118},
  pages        = {387--403},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78488-3\_23},
  doi          = {10.1007/978-3-540-78488-3\_23},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Tsumoto08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Tsumoto08a,
  author       = {Shusaku Tsumoto},
  editor       = {Tsau Young Lin and
                  Ying Xie and
                  Anita Wasilewska and
                  Churn{-}Jung Liau},
  title        = {Role of Sample Size and Determinants in Granularity of Contingency
                  Matrix},
  booktitle    = {Data Mining: Foundations and Practice},
  series       = {Studies in Computational Intelligence},
  volume       = {118},
  pages        = {405--421},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78488-3\_24},
  doi          = {10.1007/978-3-540-78488-3\_24},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Tsumoto08a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2007mcd,
  editor       = {Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Djamel A. Zighed},
  title        = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
                  {MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4944},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68416-9},
  doi          = {10.1007/978-3-540-68416-9},
  isbn         = {978-3-540-68415-2},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/2007mcd.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2008-123,
  editor       = {Shuichi Iwata and
                  Yukio Ohsawa and
                  Shusaku Tsumoto and
                  Ning Zhong and
                  Yong Shi and
                  Lorenzo Magnani},
  title        = {Communications and Discoveries from Multidisciplinary Data},
  series       = {Studies in Computational Intelligence},
  volume       = {123},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78733-4},
  doi          = {10.1007/978-3-540-78733-4},
  isbn         = {978-3-540-78732-7},
  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/2008-123.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/OhsakiATYY07,
  author       = {Miho Ohsaki and
                  Hidenao Abe and
                  Shusaku Tsumoto and
                  Hideto Yokoi and
                  Takahira Yamaguchi},
  title        = {Evaluation of rule interestingness measures in medical knowledge discovery
                  in databases},
  journal      = {Artif. Intell. Medicine},
  volume       = {41},
  number       = {3},
  pages        = {177--196},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.artmed.2007.07.005},
  doi          = {10.1016/J.ARTMED.2007.07.005},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/OhsakiATYY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datascience/AbeTOY07,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  title        = {Evaluating Learning Algorithms to Support Human Rule - Evaluation
                  Based on Objective Rule Evaluation Indices},
  journal      = {Data Sci. J.},
  volume       = {6},
  pages        = {285--296},
  year         = {2007},
  url          = {http://www.jstage.jst.go.jp/article/dsj/6/0/6\_S285/\_article},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datascience/AbeTOY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Visualization of Differences between Rules' Syntactic and Semantic
                  Similarities using Multidimensional Scaling},
  journal      = {Fundam. Informaticae},
  volume       = {78},
  number       = {4},
  pages        = {561--573},
  year         = {2007},
  url          = {http://content.iospress.com/articles/fundamenta-informaticae/fi78-4-07},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kes/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Detection of interesting rules using visualization of differences
                  between rules' syntactic and semantic similarities using multidimensional
                  scaling},
  journal      = {Int. J. Knowl. Based Intell. Eng. Syst.},
  volume       = {11},
  number       = {5},
  pages        = {345--354},
  year         = {2007},
  url          = {https://doi.org/10.3233/KES-2007-11510},
  doi          = {10.3233/KES-2007-11510},
  timestamp    = {Fri, 10 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kes/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Du Zhang and
                  Yingxu Wang and
                  Witold Kinsner},
  title        = {Charcteristics of Pearson Residuals in a Contingency Matrix},
  booktitle    = {Proceedings of the Six {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2007, August 6-8, Lake Tahoe, CA, {USA}},
  pages        = {195--204},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/COGINF.2007.4341891},
  doi          = {10.1109/COGINF.2007.4341891},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/AbeTOY07,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Du Zhang and
                  Yingxu Wang and
                  Witold Kinsner},
  title        = {Evaluating Learning Algorithms to Construct Rule Evaluation Models
                  Based on Objective Rule Evaluation Indices},
  booktitle    = {Proceedings of the Six {IEEE} International Conference on Cognitive
                  Informatics, {ICCI} 2007, August 6-8, Lake Tahoe, CA, {USA}},
  pages        = {212--221},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/COGINF.2007.4341893},
  doi          = {10.1109/COGINF.2007.4341893},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/AbeTOY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Cluster Analysis of Trajectory Data on Hospital Laboratory Examinations},
  booktitle    = {{AMIA} 2007, American Medical Informatics Association Annual Symposium,
                  Chicago, IL, USA, November 10-14, 2007},
  publisher    = {{AMIA}},
  year         = {2007},
  url          = {https://knowledge.amia.org/amia-55142-a2007a-1.623841/t-001-1.624626/f-001-1.624627/a-059-1.624951/a-060-1.624948},
  timestamp    = {Wed, 17 Apr 2024 11:48:14 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MatsuokaYWT07,
  author       = {Kimiko Matsuoka and
                  Shigeki Yokoyama and
                  Kunitomo Watanabe and
                  Shusaku Tsumoto},
  title        = {Mining Rules for Risk Factors on Blood Stream Infection in Hospital
                  Information System},
  booktitle    = {Proceedings of the {IEEE} International Conference on Bioinformatics
                  and Biomedicine, {BIBM} 2007, Silicon Valley, CA, USA, November 2-4,
                  2007},
  pages        = {181--187},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/BIBM.2007.49},
  doi          = {10.1109/BIBM.2007.49},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/MatsuokaYWT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Cluster analysis of temporal trajectories of hospital laboratory examinations},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2007, Orlando, Florida, USA, April 10, 2007},
  series       = {{SPIE} Proceedings},
  volume       = {6570},
  pages        = {65700E},
  publisher    = {{SPIE}},
  year         = {2007},
  url          = {https://doi.org/10.1117/12.720168},
  doi          = {10.1117/12.720168},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/HiranoT07a,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Discovery of exacerbating cases in chronic hepatitis based on cluster
                  analysis of time-series platelet count data},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2007, Orlando, Florida, USA, April 10, 2007},
  series       = {{SPIE} Proceedings},
  volume       = {6570},
  pages        = {65700F},
  publisher    = {{SPIE}},
  year         = {2007},
  url          = {https://doi.org/10.1117/12.720169},
  doi          = {10.1117/12.720169},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/HiranoT07a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Djamel A. Zighed},
  title        = {Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining},
  booktitle    = {Mining Complex Data, {ECML/PKDD} 2007 Third International Workshop,
                  {MCD} 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4944},
  pages        = {27--41},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-68416-9\_3},
  doi          = {10.1007/978-3-540-68416-9\_3},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/AbeTOYY07,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Hideto Yokoi and
                  Takahira Yamaguchi},
  title        = {Evaluation of Learning Costs of Rule Evaluation Models Based on Objective
                  Indices to Predict Human Hypothesis Construction Phases},
  booktitle    = {2007 {IEEE} International Conference on Granular Computing, GrC 2007,
                  San Jose, California, USA, 2-4 November 2007},
  pages        = {458--464},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/GrC.2007.155},
  doi          = {10.1109/GRC.2007.155},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/AbeTOYY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Meaning of Pearson Residuals - Linear Algebra View},
  booktitle    = {2007 {IEEE} International Conference on Granular Computing, GrC 2007,
                  San Jose, California, USA, 2-4 November 2007},
  pages        = {465--470},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/GrC.2007.126},
  doi          = {10.1109/GRC.2007.126},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Tsumoto07,
  author       = {Shusaku Tsumoto},
  title        = {Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical
                  Diagnosis from Hospital Clinical Data},
  booktitle    = {2007 {IEEE} International Conference on Granular Computing, GrC 2007,
                  San Jose, California, USA, 2-4 November 2007},
  pages        = {611--616},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/GrC.2007.128},
  doi          = {10.1109/GRC.2007.128},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grc/Tsumoto07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster
                  Analysis of Trajectory Data on Laboratory Examinations},
  booktitle    = {Workshops Proceedings of the 7th {IEEE} International Conference on
                  Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
  pages        = {151--156},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICDMW.2007.105},
  doi          = {10.1109/ICDMW.2007.105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MatsuokaYWT07,
  author       = {Kimiko Matsuoka and
                  Shigeki Yokoyama and
                  Kumitomo Watanabe and
                  Shusaku Tsumoto},
  title        = {Analysis of Relationship between Blood Stream Infection and Clinical
                  Background in Patients' Lactobacillus Therapy by Data Mining},
  booktitle    = {Workshops Proceedings of the 7th {IEEE} International Conference on
                  Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
  pages        = {175--180},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICDMW.2007.51},
  doi          = {10.1109/ICDMW.2007.51},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/MatsuokaYWT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/WashioT07,
  author       = {Takashi Washio and
                  Shusaku Tsumoto},
  editor       = {Ken Satoh and
                  Akihiro Inokuchi and
                  Katashi Nagao and
                  Takahiro Kawamura},
  title        = {International Workshop on Risk Informatics {(RI2007)}},
  booktitle    = {New Frontiers in Artificial Intelligence, {JSAI} 2007 Conference and
                  Workshops, Miyazaki, Japan, June 18-22, 2007, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4914},
  pages        = {245--246},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-78197-4\_22},
  doi          = {10.1007/978-3-540-78197-4\_22},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/WashioT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/MatsuokaYWT07,
  author       = {Kimiko Matsuoka and
                  Shigeki Yokoyama and
                  Kunitomo Watanabe and
                  Shusaku Tsumoto},
  editor       = {Ken Satoh and
                  Akihiro Inokuchi and
                  Katashi Nagao and
                  Takahiro Kawamura},
  title        = {Data Mining Analysis of Relationship Between Blood Stream Infection
                  and Clinical Background in Patients Undergoing Lactobacillus Therapy},
  booktitle    = {New Frontiers in Artificial Intelligence, {JSAI} 2007 Conference and
                  Workshops, Miyazaki, Japan, June 18-22, 2007, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4914},
  pages        = {277--288},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-78197-4\_26},
  doi          = {10.1007/978-3-540-78197-4\_26},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/MatsuokaYWT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Ken Satoh and
                  Akihiro Inokuchi and
                  Katashi Nagao and
                  Takahiro Kawamura},
  title        = {Discovery of Risky Cases in Chronic Diseases: An Approach Using Trajectory
                  Grouping},
  booktitle    = {New Frontiers in Artificial Intelligence, {JSAI} 2007 Conference and
                  Workshops, Miyazaki, Japan, June 18-22, 2007, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4914},
  pages        = {289--302},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-78197-4\_27},
  doi          = {10.1007/978-3-540-78197-4\_27},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/AbeTOY07,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Bruno Apolloni and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation
                  Support Method Based on Objective Indices},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 11th
                  International Conference, {KES} 2007, {XVII} Italian Workshop on Neural
                  Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4693},
  pages        = {934--941},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74827-4\_117},
  doi          = {10.1007/978-3-540-74827-4\_117},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/AbeTOY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Bruno Apolloni and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Visualization of Similarities and Dissimilarities Between Rules Using
                  Multidimensional Scaling},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 11th
                  International Conference, {KES} 2007, {XVII} Italian Workshop on Neural
                  Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4693},
  pages        = {978--986},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74827-4\_122},
  doi          = {10.1007/978-3-540-74827-4\_122},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/AbeYTOY07,
  author       = {Hidenao Abe and
                  Hideto Yokoi and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Klaus A. Kuhn and
                  James R. Warren and
                  Tze{-}Yun Leong},
  title        = {Evaluating Learning Models with Transitions of Human Interests Based
                  on Objective Rule Evaluation Indices},
  booktitle    = {{MEDINFO} 2007 - Proceedings of the 12th World Congress on Health
                  (Medical) Informatics - Building Sustainable Health Systems, 20-24
                  August, 2007, Brisbane, Australia},
  series       = {Studies in Health Technology and Informatics},
  volume       = {129},
  pages        = {581--585},
  publisher    = {{IOS} Press},
  year         = {2007},
  url          = {https://doi.org/10.3233/978-1-58603-774-1-581},
  doi          = {10.3233/978-1-58603-774-1-581},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/medinfo/AbeYTOY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rseisp/Tsumoto07,
  author       = {Shusaku Tsumoto},
  editor       = {Marzena Kryszkiewicz and
                  James F. Peters and
                  Henryk Rybinski and
                  Andrzej Skowron},
  title        = {Medical Reasoning and Rough Sets},
  booktitle    = {Rough Sets and Intelligent Systems Paradigms, International Conference,
                  {RSEISP} 2007, Warsaw, Poland, June 28-30, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4585},
  pages        = {90--100},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73451-2\_11},
  doi          = {10.1007/978-3-540-73451-2\_11},
  timestamp    = {Thu, 14 Oct 2021 09:56:22 +0200},
  biburl       = {https://dblp.org/rec/conf/rseisp/Tsumoto07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Tsumoto07,
  author       = {Shusaku Tsumoto},
  editor       = {Aijun An and
                  Jerzy Stefanowski and
                  Sheela Ramanna and
                  Cory J. Butz and
                  Witold Pedrycz and
                  Guoyin Wang},
  title        = {Attribute Generalization and Fuzziness in Data Mining Contexts},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International
                  Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4482},
  pages        = {379--386},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72530-5\_45},
  doi          = {10.1007/978-3-540-72530-5\_45},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/Tsumoto07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HiranoT07,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Dealing with granularity on non-euclidean relational data based on
                  indiscernibility level},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Montr{\'{e}}al, Canada, 7-10 October 2007},
  pages        = {3772--3777},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICSMC.2007.4413884},
  doi          = {10.1109/ICSMC.2007.4413884},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HiranoT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH07,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Contingency matrix theory},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Montr{\'{e}}al, Canada, 7-10 October 2007},
  pages        = {3778--3783},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICSMC.2007.4413917},
  doi          = {10.1109/ICSMC.2007.4413917},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AbeTOY07,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  title        = {Evaluating learning algorithms for a rule evaluation support method},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Montr{\'{e}}al, Canada, 7-10 October 2007},
  pages        = {3784--3789},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICSMC.2007.4413881},
  doi          = {10.1109/ICSMC.2007.4413881},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AbeTOY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Tsumoto06,
  author       = {Shusaku Tsumoto},
  title        = {Data Structure and Algorithm in Data Mining: Granular Computing View},
  booktitle    = {30th Annual International Computer Software and Applications Conference,
                  {COMPSAC} 2006, Chicago, Illinois, USA, September 17-21, 2006. Volume
                  1},
  pages        = {26--27},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/COMPSAC.2006.37},
  doi          = {10.1109/COMPSAC.2006.37},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/Tsumoto06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto06,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Visualization of similarities and dissimilarities in rules using {MDS}},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2006, Orlando (Kissimmee), FL, USA, April 17, 2006},
  series       = {{SPIE} Proceedings},
  volume       = {6241},
  pages        = {62410X},
  publisher    = {{SPIE}},
  year         = {2006},
  url          = {https://doi.org/10.1117/12.667532},
  doi          = {10.1117/12.667532},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/TsumotoT06,
  author       = {Shusaku Tsumoto and
                  Yuko Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Mining hospital management data},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2006, Orlando (Kissimmee), FL, USA, April 17, 2006},
  series       = {{SPIE} Proceedings},
  volume       = {6241},
  pages        = {62410W},
  publisher    = {{SPIE}},
  year         = {2006},
  url          = {https://doi.org/10.1117/12.667533},
  doi          = {10.1117/12.667533},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/TsumotoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/TsumotoH06,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Decomposition of Contingency Table as Tensor Product},
  booktitle    = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
                  Vancouver, BC, Canada, July 16-21, 2006},
  pages        = {369--376},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/FUZZY.2006.1681739},
  doi          = {10.1109/FUZZY.2006.1681739},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/TsumotoH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH06,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Analysis of sample size effect on dependency of contingency matrix},
  booktitle    = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
                  Atlanta, Georgia, USA, May 10-12, 2006},
  pages        = {712--715},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/GRC.2006.1635901},
  doi          = {10.1109/GRC.2006.1635901},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH06a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Characterization of contextual independence of contingency matrix},
  booktitle    = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
                  Atlanta, Georgia, USA, May 10-12, 2006},
  pages        = {716--719},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/GRC.2006.1635902},
  doi          = {10.1109/GRC.2006.1635902},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH06a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  title        = {Evaluating Learning Algorithms Composed by a Constructive Meta-Learning
                  Scheme for a Rule Evaluation Support Method},
  booktitle    = {Workshops Proceedings of the 6th {IEEE} International Conference on
                  Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {305--310},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDMW.2006.73},
  doi          = {10.1109/ICDMW.2006.73},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH06,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Residual Matrix and Statistical Independence in a Contingency Table},
  booktitle    = {Workshops Proceedings of the 6th {IEEE} International Conference on
                  Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {433--437},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDMW.2006.141},
  doi          = {10.1109/ICDMW.2006.141},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoMY06,
  author       = {Shusaku Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  title        = {Risk Mining in Hospital Information Systems},
  booktitle    = {Workshops Proceedings of the 6th {IEEE} International Conference on
                  Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {699--704},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDMW.2006.142},
  doi          = {10.1109/ICDMW.2006.142},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoMY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OhsakiATYY06,
  author       = {Miho Ohsaki and
                  Hidenao Abe and
                  Shusaku Tsumoto and
                  Hideto Yokoi and
                  Takahira Yamaguchi},
  title        = {Proposal of Medical {KDD} Support User Interface Utilizing Rule Interestingness
                  Measures},
  booktitle    = {Workshops Proceedings of the 6th {IEEE} International Conference on
                  Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {759--764},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDMW.2006.137},
  doi          = {10.1109/ICDMW.2006.137},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/OhsakiATYY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT06,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Cluster Analysis of Time-Series Medical Data Based on the Trajectory
                  Representation and Multiscale Comparison Techniques},
  booktitle    = {Proceedings of the 6th {IEEE} International Conference on Data Mining
                  {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {896--901},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDM.2006.33},
  doi          = {10.1109/ICDM.2006.33},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Evaluating Learning Algorithms for a Rule Evaluation Support Method
                  Based on Objective Rule Evaluation Indices},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {379--388},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_44},
  doi          = {10.1007/11875604\_44},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/HiranoT06,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Characteristics of Indiscernibility Degree in Rough Clustering Examined
                  Using Perfect Initial Equivalence Relations},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {454--462},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_52},
  doi          = {10.1007/11875604\_52},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/HiranoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/TsumotoW06,
  author       = {Shusaku Tsumoto and
                  Takashi Washio},
  editor       = {Takashi Washio and
                  Ken Satoh and
                  Hideaki Takeda and
                  Akihiro Inokuchi},
  title        = {Risk Mining - Overview},
  booktitle    = {New Frontiers in Artificial Intelligence, {JSAI} 2006 Conference and
                  Workshops, Tokyo, Japan, June 5-9 2006, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4384},
  pages        = {303--304},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-69902-6\_26},
  doi          = {10.1007/978-3-540-69902-6\_26},
  timestamp    = {Sun, 02 Jun 2019 21:11:18 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/TsumotoW06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Vicen{\c{c}} Torra and
                  Yasuo Narukawa and
                  A{\"{\i}}da Valls and
                  Josep Domingo{-}Ferrer},
  title        = {Evaluating Model Construction Methods with Objective Rule Evaluation
                  Indices to Support Human Experts},
  booktitle    = {Modeling Decisions for Artificial Intelligence, Third International
                  Conference, {MDAI} 2006, Tarragona, Spain, April 3-5, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3885},
  pages        = {93--104},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11681960\_11},
  doi          = {10.1007/11681960\_11},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/mdai/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Wee Keong Ng and
                  Masaru Kitsuregawa and
                  Jianzhong Li and
                  Kuiyu Chang},
  title        = {Evaluating a Rule Evaluation Support Method Based on Objective Rule
                  Evaluation Indices},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
                  Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3918},
  pages        = {509--519},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11731139\_60},
  doi          = {10.1007/11731139\_60},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkaw/AbeTOYY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Hideto Yokoi and
                  Takahira Yamaguchi},
  editor       = {Achim G. Hoffmann and
                  Byeong Ho Kang and
                  Debbie Richards and
                  Shusaku Tsumoto},
  title        = {Evaluating Learning Algorithms with Meta-learning Schemes for a Rule
                  Evaluation Support Method Based on Objective Indices},
  booktitle    = {Advances in Knowledge Acquisition and Management, Pacific Rim Knowledge
                  Acquisition Workshop, {PKAW} 2006, Guilin, China, August 7-8, 2006,
                  Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4303},
  pages        = {75--88},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11961239\_7},
  doi          = {10.1007/11961239\_7},
  timestamp    = {Sun, 02 Oct 2022 16:13:40 +0200},
  biburl       = {https://dblp.org/rec/conf/pkaw/AbeTOYY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto06,
  author       = {Shusaku Tsumoto},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {Pawlak Rough Set Model, Medical Reasoning and Rule Mining},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {53--70},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_7},
  doi          = {10.1007/11908029\_7},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoH06,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {Distribution of Determinants of Contingency Matrix},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {567--576},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_59},
  doi          = {10.1007/11908029\_59},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoH06a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {Interpretation of Contingency Matrix Using Marginal Distributions},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {577--586},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_60},
  doi          = {10.1007/11908029\_60},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoH06a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {Evaluating Learning Models for a Rule Evaluation Support Method Based
                  on Objective Indices},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {687--695},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_71},
  doi          = {10.1007/11908029\_71},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoMY06,
  author       = {Shusaku Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {Risk Mining: Mining Nurses' Incident Factors and Application of Mining
                  Results to Prevention of Incidents},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {706--715},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_73},
  doi          = {10.1007/11908029\_73},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoMY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HiranoT06,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Salvatore Greco and
                  Yutaka Hata and
                  Shoji Hirano and
                  Masahiro Inuiguchi and
                  Sadaaki Miyamoto and
                  Hung Son Nguyen and
                  Roman Slowinski},
  title        = {A Framework for Unsupervised Selection of Indiscernibility Threshold
                  in Rough Clustering},
  booktitle    = {Rough Sets and Current Trends in Computing, 5th International Conference,
                  {RSCTC} 2006, Kobe, Japan, November 6-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4259},
  pages        = {872--881},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11908029\_90},
  doi          = {10.1007/11908029\_90},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HiranoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/AbeTOY06,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  editor       = {Guoyin Wang and
                  James F. Peters and
                  Andrzej Skowron and
                  Yiyu Yao},
  title        = {Developing a Rule Evaluation Support Method Based on Objective Indices},
  booktitle    = {Rough Sets and Knowledge Technology, First International Conference,
                  {RSKT} 2006, Chongqing, China, July 24-26, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4062},
  pages        = {456--461},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11795131\_66},
  doi          = {10.1007/11795131\_66},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rskt/AbeTOY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HiranoT06,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {On the Nature of Degree of Indiscerniblity for Rough Clustering},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Taipei, Taiwan, October 8-11, 2006},
  pages        = {3447--3452},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICSMC.2006.384652},
  doi          = {10.1109/ICSMC.2006.384652},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HiranoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoH06,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Meaning of Marginal Distributions in a Contingency Table},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Taipei, Taiwan, October 8-11, 2006},
  pages        = {4753--4758},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICSMC.2006.385056},
  doi          = {10.1109/ICSMC.2006.385056},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TsumotoMY06,
  author       = {Shusaku Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  title        = {Risk Mining in Hospital Information Systems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Taipei, Taiwan, October 8-11, 2006},
  pages        = {4802--4806},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICSMC.2006.385065},
  doi          = {10.1109/ICSMC.2006.385065},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TsumotoMY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wimbi/TsumotoTMY06,
  author       = {Shusaku Tsumoto and
                  Yuko Tsumoto and
                  Kimiko Matsuoka and
                  Shigeki Yokoyama},
  editor       = {Ning Zhong and
                  Jiming Liu and
                  Yiyu Yao and
                  Jing{-}Long Wu and
                  Shengfu Lu and
                  Kuncheng Li},
  title        = {Risk Mining in Medicine: Application of Data Mining to Medical Risk
                  Management},
  booktitle    = {Web Intelligence Meets Brain Informatics, First {WICI} International
                  Workshop, WImBI 2006, Beijing, China, December 15-16, 2006, Revised
                  Selected and Invited Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4845},
  pages        = {471--493},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-77028-2\_28},
  doi          = {10.1007/978-3-540-77028-2\_28},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/wimbi/TsumotoTMY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Tsumoto06,
  author       = {Shusaku Tsumoto},
  editor       = {Tsau Young Lin and
                  Setsuo Ohsuga and
                  Churn{-}Jung Liau and
                  Xiaohua Hu},
  title        = {Statistical Independence as Linear Dependence in a Contingency Table},
  booktitle    = {Foundations and Novel Approaches in Data Mining},
  series       = {Studies in Computational Intelligence},
  volume       = {9},
  pages        = {61--73},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11539827\_4},
  doi          = {10.1007/11539827\_4},
  timestamp    = {Fri, 09 Apr 2021 17:11:04 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Tsumoto06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TsumotoT06,
  author       = {Yuko Tsumoto and
                  Shusaku Tsumoto},
  editor       = {Yukio Ohsawa and
                  Shusaku Tsumoto},
  title        = {Mining Hospital Management Data using {R}},
  booktitle    = {Chance Discoveries in Real World Decision Making: Data-based Interaction
                  of Human Intelligence and Artificial Intelligence},
  series       = {Studies in Computational Intelligence},
  volume       = {30},
  pages        = {393--404},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-34353-0\_23},
  doi          = {10.1007/978-3-540-34353-0\_23},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TsumotoT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkaw/2006,
  editor       = {Achim G. Hoffmann and
                  Byeong Ho Kang and
                  Debbie Richards and
                  Shusaku Tsumoto},
  title        = {Advances in Knowledge Acquisition and Management, Pacific Rim Knowledge
                  Acquisition Workshop, {PKAW} 2006, Guilin, China, August 7-8, 2006,
                  Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4303},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11961239},
  doi          = {10.1007/11961239},
  isbn         = {3-540-68955-9},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkaw/2006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2006-30,
  editor       = {Yukio Ohsawa and
                  Shusaku Tsumoto},
  title        = {Chance Discoveries in Real World Decision Making: Data-based Interaction
                  of Human Intelligence and Artificial Intelligence},
  series       = {Studies in Computational Intelligence},
  volume       = {30},
  publisher    = {Springer},
  year         = {2006},
  isbn         = {978-3-540-34352-3},
  timestamp    = {Thu, 06 Mar 2008 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/sci/2006-30.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Rough representation of a region of interest in medical images},
  journal      = {Int. J. Approx. Reason.},
  volume       = {40},
  number       = {1-2},
  pages        = {23--34},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.ijar.2004.11.008},
  doi          = {10.1016/J.IJAR.2004.11.008},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijar/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/TsumotoH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Automated discovery of chronological patterns in long time-series
                  medical datasets},
  journal      = {Int. J. Intell. Syst.},
  volume       = {20},
  number       = {7},
  pages        = {737--757},
  year         = {2005},
  url          = {https://doi.org/10.1002/int.20093},
  doi          = {10.1002/INT.20093},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/TsumotoH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Classification of temporal sequences using multiscale matching and
                  rough clustering},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2005, Orlando, Florida, USA, March 28-29, 2005},
  series       = {{SPIE} Proceedings},
  volume       = {5812},
  pages        = {202--213},
  publisher    = {{SPIE}},
  year         = {2005},
  url          = {https://doi.org/10.1117/12.604976},
  doi          = {10.1117/12.604976},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/TsumotoH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Belur V. Dasarathy},
  title        = {On statistical independence of a contingency matrix},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2005, Orlando, Florida, USA, March 28-29, 2005},
  series       = {{SPIE} Proceedings},
  volume       = {5812},
  pages        = {291--302},
  publisher    = {{SPIE}},
  year         = {2005},
  url          = {https://doi.org/10.1117/12.604975},
  doi          = {10.1117/12.604975},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/TsumotoH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto05,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Granularity and statistical independence in a contingency table},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2005, Orlando, Florida, USA, March 28-29, 2005},
  series       = {{SPIE} Proceedings},
  volume       = {5812},
  pages        = {330--341},
  publisher    = {{SPIE}},
  year         = {2005},
  url          = {https://doi.org/10.1117/12.604977},
  doi          = {10.1117/12.604977},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Xiaohua Hu and
                  Qing Liu and
                  Andrzej Skowron and
                  Tsau Young Lin and
                  Ronald R. Yager and
                  Bo Zhang},
  title        = {Degree of Dependence as Granularity in a Contingency Table},
  booktitle    = {2005 {IEEE} International Conference on Granular Computing, Beijing,
                  China, July 25-27, 2005},
  pages        = {63--69},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/GRC.2005.1547236},
  doi          = {10.1109/GRC.2005.1547236},
  timestamp    = {Fri, 09 Apr 2021 17:11:12 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Xiaohua Hu and
                  Qing Liu and
                  Andrzej Skowron and
                  Tsau Young Lin and
                  Ronald R. Yager and
                  Bo Zhang},
  title        = {An indiscernibility-based clustering method},
  booktitle    = {2005 {IEEE} International Conference on Granular Computing, Beijing,
                  China, July 25-27, 2005},
  pages        = {468--473},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/GRC.2005.1547336},
  doi          = {10.1109/GRC.2005.1547336},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/TsumotoH05a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Xiaohua Hu and
                  Qing Liu and
                  Andrzej Skowron and
                  Tsau Young Lin and
                  Ronald R. Yager and
                  Bo Zhang},
  title        = {Linear independence in a contingency table},
  booktitle    = {2005 {IEEE} International Conference on Granular Computing, Beijing,
                  China, July 25-27, 2005},
  pages        = {646--651},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/GRC.2005.1547371},
  doi          = {10.1109/GRC.2005.1547371},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/grc/TsumotoH05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/AbeOTY05,
  author       = {Hidenao Abe and
                  Miho Ohsaki and
                  Shusaku Tsumoto and
                  Takahira Yamaguchi},
  editor       = {Nadia Nedjah and
                  Luiza de Macedo Mourelle and
                  Ajith Abraham and
                  Mario K{\"{o}}ppen},
  title        = {Evaluating a Rule Evaluation Support Method with Learning Models Based
                  on Objective Rule Evaluation Indices - {A} Case Study with a Meningitis
                  Data Mining Result},
  booktitle    = {5th International Conference on Hybrid Intelligent Systems {(HIS}
                  2005), 6.9 November 2005, Rio de Janeiro, Brazil},
  pages        = {169--174},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICHIS.2005.37},
  doi          = {10.1109/ICHIS.2005.37},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/his/AbeOTY05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Nadia Nedjah and
                  Luiza de Macedo Mourelle and
                  Ajith Abraham and
                  Mario K{\"{o}}ppen},
  title        = {Grouping of Soccer Game Records by Multiscale Comparison Technique
                  and Rough Clustering},
  booktitle    = {5th International Conference on Hybrid Intelligent Systems {(HIS}
                  2005), 6.9 November 2005, Rio de Janeiro, Brazil},
  pages        = {399--404},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICHIS.2005.53},
  doi          = {10.1109/ICHIS.2005.53},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/his/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AbeTOY05,
  author       = {Hidenao Abe and
                  Shusaku Tsumoto and
                  Miho Ohsaki and
                  Takahira Yamaguchi},
  title        = {A Rule Evaluation Support Method with Learning Models Based on Objective
                  Rule Evaluation Indexes},
  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Data Mining
                  {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
  pages        = {549--552},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICDM.2005.13},
  doi          = {10.1109/ICDM.2005.13},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AbeTOY05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsumotoH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Visualization of Similarities and Dissimilarities in Rules Using Multidimensional
                  Scaling},
  booktitle    = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  pages        = {38--46},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11425274\_4},
  doi          = {10.1007/11425274\_4},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsumotoH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto05,
  author       = {Shusaku Tsumoto},
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Statistical Independence from the Viewpoint of Linear Algebra},
  booktitle    = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  pages        = {56--64},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11425274\_6},
  doi          = {10.1007/11425274\_6},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Clustering Time-Series Medical Databases Based on the Improved Multiscale
                  Matching},
  booktitle    = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  pages        = {612--621},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11425274\_63},
  doi          = {10.1007/11425274\_63},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Takashi Washio and
                  Akito Sakurai and
                  Katsuto Nakajima and
                  Hideaki Takeda and
                  Satoshi Tojo and
                  Makoto Yokoo},
  title        = {On Constructing Clusters from Non-Euclidean Dissimilarity Matrix by
                  Using Rough Clustering},
  booktitle    = {New Frontiers in Artificial Intelligence, Joint {JSAI} 2005 Workshop
                  Post-Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4012},
  pages        = {5--16},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11780496\_2},
  doi          = {10.1007/11780496\_2},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/TsumotoH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Dominik Slezak and
                  Guoyin Wang and
                  Marcin S. Szczuka and
                  Ivo D{\"{u}}ntsch and
                  Yiyu Yao},
  title        = {On Degree of Dependence Based on Contingency Matrix},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th
                  International Conference, RSFDGrC 2005, Regina, Canada, August 31
                  - September 3, 2005, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3641},
  pages        = {471--480},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11548669\_49},
  doi          = {10.1007/11548669\_49},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/TsumotoH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Dominik Slezak and
                  Guoyin Wang and
                  Marcin S. Szczuka and
                  Ivo D{\"{u}}ntsch and
                  Yiyu Yao},
  title        = {A Clustering Method for Spatio-temporal Data and Its Application to
                  Soccer Game Records},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th
                  International Conference, RSFDGrC 2005, Regina, Canada, August 31
                  - September 3, 2005, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3641},
  pages        = {612--621},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11548669\_63},
  doi          = {10.1007/11548669\_63},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saint/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {A Parallel, Structural Comparison Scheme of Time-Series Implemented
                  on a {PC} Cluster},
  booktitle    = {2005 {IEEE/IPSJ} International Symposium on Applications and the Internet
                  Workshops {(SAINT} 2005 Workshops), 31 January - 4 February 2005,
                  Trento, Italy},
  pages        = {344--347},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/SAINTW.2005.1620045},
  doi          = {10.1109/SAINTW.2005.1620045},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/saint/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HiranoT05,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Strucutural Comparison and Cluster Analysis of Time-Series Medical
                  Data},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
  pages        = {1506--1511},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICSMC.2005.1571360},
  doi          = {10.1109/ICSMC.2005.1571360},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HiranoT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Tsumoto05,
  author       = {Shusaku Tsumoto},
  title        = {Visualization of differences between rules' syntactic and semantic
                  similarities},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
  pages        = {3588--3592},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICSMC.2005.1571704},
  doi          = {10.1109/ICSMC.2005.1571704},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/Tsumoto05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/TsumotoHANH05,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Hidenao Abe and
                  Hideaki Nakakuni and
                  Eisuke Hanada},
  editor       = {Andrzej Skowron and
                  Rakesh Agrawal and
                  Michael Luck and
                  Takahira Yamaguchi and
                  Pierre Morizet{-}Mahoudeaux and
                  Jiming Liu and
                  Ning Zhong},
  title        = {Clinical Decision Support Based on Mobile Telecommunication Systems},
  booktitle    = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence
                  {(WI} 2005), 19-22 September 2005, Compiegne, France},
  pages        = {700--703},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/WI.2005.48},
  doi          = {10.1109/WI.2005.48},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/TsumotoHANH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Tsumoto05,
  author       = {Shusaku Tsumoto},
  editor       = {Tsau Young Lin and
                  Setsuo Ohsuga and
                  Churn{-}Jung Liau and
                  Xiaohua Hu and
                  Shusaku Tsumoto},
  title        = {On Statistical Independence in a Contingency Table},
  booktitle    = {Foundations of Data Mining and knowledge Discovery},
  series       = {Studies in Computational Intelligence},
  volume       = {6},
  pages        = {131--141},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11498186\_8},
  doi          = {10.1007/11498186\_8},
  timestamp    = {Fri, 09 Apr 2021 17:11:04 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Tsumoto05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/amining/2003,
  editor       = {Shusaku Tsumoto and
                  Takahira Yamaguchi and
                  Masayuki Numao and
                  Hiroshi Motoda},
  title        = {Active Mining, Second International Workshop, {AM} 2003, Maebashi,
                  Japan, October 28, 2003, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3430},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/b136140},
  doi          = {10.1007/B136140},
  isbn         = {3-540-26157-5},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amining/2003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2005,
  editor       = {Mohand{-}Said Hacid and
                  Neil V. Murray and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto},
  title        = {Foundations of Intelligent Systems, 15th International Symposium,
                  {ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3488},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/b136302},
  doi          = {10.1007/B136302},
  isbn         = {3-540-25878-7},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2005-6,
  editor       = {Tsau Young Lin and
                  Setsuo Ohsuga and
                  Churn{-}Jung Liau and
                  Xiaohua Hu and
                  Shusaku Tsumoto},
  title        = {Foundations of Data Mining and knowledge Discovery},
  series       = {Studies in Computational Intelligence},
  volume       = {6},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://dblp.org/10.1007/b137220},
  isbn         = {978-3-540-26257-2},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2005-6.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Tsumoto04,
  author       = {Shusaku Tsumoto},
  title        = {Extraction of Structure of Medical Diagnosis from Clinical Data},
  journal      = {Fundam. Informaticae},
  volume       = {59},
  number       = {2-3},
  pages        = {271--285},
  year         = {2004},
  url          = {http://content.iospress.com/articles/fundamenta-informaticae/fi59-2-3-12},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/Tsumoto04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HiranoST04,
  author       = {Shoji Hirano and
                  Xiaoguang Sun and
                  Shusaku Tsumoto},
  title        = {Comparison of clustering methods for clinical databases},
  journal      = {Inf. Sci.},
  volume       = {159},
  number       = {2},
  pages        = {155--165},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.ins.2003.03.011},
  doi          = {10.1016/J.INS.2003.03.011},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/HiranoST04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Tsumoto04,
  author       = {Shusaku Tsumoto},
  title        = {Mining diagnostic rules from clinical databases using rough sets and
                  medical diagnostic model},
  journal      = {Inf. Sci.},
  volume       = {162},
  number       = {2},
  pages        = {65--80},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.ins.2004.03.002},
  doi          = {10.1016/J.INS.2004.03.002},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Tsumoto04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/HiranoT04,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Cluster analysis of long time-series medical datasets},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  VI, Orlando, FL, USA, April 12, 2004},
  series       = {{SPIE} Proceedings},
  volume       = {5433},
  pages        = {13--20},
  publisher    = {{SPIE}},
  year         = {2004},
  url          = {https://doi.org/10.1117/12.542931},
  doi          = {10.1117/12.542931},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/HiranoT04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto04,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Rank and independence in contingency table},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  VI, Orlando, FL, USA, April 12, 2004},
  series       = {{SPIE} Proceedings},
  volume       = {5433},
  pages        = {178--189},
  publisher    = {{SPIE}},
  year         = {2004},
  url          = {https://doi.org/10.1117/12.542924},
  doi          = {10.1117/12.542924},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/NumaoYTM04,
  author       = {Masayuki Numao and
                  Takahira Yamaguchi and
                  Shusaku Tsumoto and
                  Hiroshi Motoda},
  editor       = {Akito Sakurai and
                  K{\^{o}}iti Hasida and
                  Katsumi Nitta},
  title        = {Workshop on Active Mining {(AM-2004)}},
  booktitle    = {New Frontiers in Artificial Intelligence - {JSAI} 2003 and {JSAI}
                  2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and
                  Kanazawa, Japan, May 31 - June 4, 2004, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3609},
  pages        = {463},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-71009-7\_43},
  doi          = {10.1007/978-3-540-71009-7\_43},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/NumaoYTM04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/Tsumoto04,
  author       = {Shusaku Tsumoto},
  editor       = {Vicen{\c{c}} Torra and
                  Yasuo Narukawa},
  title        = {Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical
                  Databases},
  booktitle    = {Modeling Decisions for Artificial Intelligence, First International
                  Conference, {MDAI} 2004, Barcelona, Spain, August 2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3131},
  pages        = {115--126},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27774-3\_12},
  doi          = {10.1007/978-3-540-27774-3\_12},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/mdai/Tsumoto04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/TsumotoH04,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  editor       = {Vicen{\c{c}} Torra and
                  Yasuo Narukawa},
  title        = {A Comparative Study of Clustering Methods for Long Time-Series Medical
                  Databases},
  booktitle    = {Modeling Decisions for Artificial Intelligence, First International
                  Conference, {MDAI} 2004, Barcelona, Spain, August 2-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3131},
  pages        = {260--272},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27774-3\_25},
  doi          = {10.1007/978-3-540-27774-3\_25},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mdai/TsumotoH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HiranoT04,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Jean{-}Fran{\c{c}}ois Boulicaut and
                  Floriana Esposito and
                  Fosca Giannotti and
                  Dino Pedreschi},
  title        = {Finding Interesting Pass Patterns from Soccer Game Records},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Pisa,
                  Italy, September 20-24, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3202},
  pages        = {209--218},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30116-5\_21},
  doi          = {10.1007/978-3-540-30116-5\_21},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HiranoT04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HiranoT04,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Shusaku Tsumoto and
                  Roman Slowinski and
                  Henryk Jan Komorowski and
                  Jerzy W. Grzymala{-}Busse},
  title        = {On the Degree of Independence of a Contingency Matrix},
  booktitle    = {Rough Sets and Current Trends in Computing, 4th International Conference,
                  {RSCTC} 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3066},
  pages        = {219--228},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25929-9\_26},
  doi          = {10.1007/978-3-540-25929-9\_26},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HiranoT04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HiranoT04a,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Shusaku Tsumoto and
                  Roman Slowinski and
                  Henryk Jan Komorowski and
                  Jerzy W. Grzymala{-}Busse},
  title        = {Detection of Differences between Syntactic and Semantic Similarities},
  booktitle    = {Rough Sets and Current Trends in Computing, 4th International Conference,
                  {RSCTC} 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3066},
  pages        = {529--538},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25929-9\_64},
  doi          = {10.1007/978-3-540-25929-9\_64},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HiranoT04a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/cogtech/Tsumoto04,
  author       = {Shusaku Tsumoto},
  editor       = {Sankar Kumar Pal and
                  Lech Polkowski and
                  Andrzej Skowron},
  title        = {Computational Analysis of Acquired Dyslexia of Kanji Characters based
                  on Conventional and Rough Neural Networks},
  booktitle    = {Rough-Neural Computing: Techniques for Computing with Words},
  series       = {Cognitive Technologies},
  pages        = {637--648},
  publisher    = {Springer},
  year         = {2004},
  timestamp    = {Sun, 10 Dec 2017 14:45:39 +0100},
  biburl       = {https://dblp.org/rec/series/cogtech/Tsumoto04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/rsctc/2004,
  editor       = {Shusaku Tsumoto and
                  Roman Slowinski and
                  Henryk Jan Komorowski and
                  Jerzy W. Grzymala{-}Busse},
  title        = {Rough Sets and Current Trends in Computing, 4th International Conference,
                  {RSCTC} 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3066},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/b97961},
  doi          = {10.1007/B97961},
  isbn         = {3-540-22117-4},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/2004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Tsumoto03,
  author       = {Shusaku Tsumoto},
  title        = {Automated extraction of hierarchical decision rules from clinical
                  databases using rough set model},
  journal      = {Expert Syst. Appl.},
  volume       = {24},
  number       = {2},
  pages        = {189--197},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0957-4174(02)00142-2},
  doi          = {10.1016/S0957-4174(02)00142-2},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {An Indiscernibility-Based Clustering Method with Iterative Refinement
                  of Equivalence Relations -Rough Clustering-},
  journal      = {J. Adv. Comput. Intell. Intell. Informatics},
  volume       = {7},
  number       = {2},
  pages        = {169--177},
  year         = {2003},
  url          = {https://doi.org/10.20965/jaciii.2003.p0169},
  doi          = {10.20965/JACIII.2003.P0169},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jaciii/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/Tsumoto03,
  author       = {Shusaku Tsumoto},
  title        = {Chance Discovery in Medicine - Detection of Rare Risky Events in Chronic
                  Diseases},
  journal      = {New Gener. Comput.},
  volume       = {21},
  number       = {2},
  pages        = {135--147},
  year         = {2003},
  url          = {https://doi.org/10.1007/BF03037631},
  doi          = {10.1007/BF03037631},
  timestamp    = {Thu, 14 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ngc/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Multiscale Analysis of Long Time-series Medical Databases},
  booktitle    = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 8-12, 2003},
  publisher    = {{AMIA}},
  year         = {2003},
  url          = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-001-1.619623/f-001-1.619624/a-058-1.619928/a-059-1.619925},
  timestamp    = {Wed, 17 Apr 2024 11:48:28 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amining/TsumotoYNM03,
  author       = {Shusaku Tsumoto and
                  Takahira Yamaguchi and
                  Masayuki Numao and
                  Hiroshi Motoda},
  editor       = {Shusaku Tsumoto and
                  Takahira Yamaguchi and
                  Masayuki Numao and
                  Hiroshi Motoda},
  title        = {Active Mining Project: Overview},
  booktitle    = {Active Mining, Second International Workshop, {AM} 2003, Maebashi,
                  Japan, October 28, 2003, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3430},
  pages        = {1--10},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/11423270\_1},
  doi          = {10.1007/11423270\_1},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/amining/TsumotoYNM03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amining/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Shusaku Tsumoto and
                  Takahira Yamaguchi and
                  Masayuki Numao and
                  Hiroshi Motoda},
  title        = {Empirical Comparison of Clustering Methods for Long Time-Series Databases},
  booktitle    = {Active Mining, Second International Workshop, {AM} 2003, Maebashi,
                  Japan, October 28, 2003, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3430},
  pages        = {268--286},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/11423270\_15},
  doi          = {10.1007/11423270\_15},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amining/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/TsumotoHH03,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Eisuke Hanada},
  title        = {Internet-based Decision Support: Towards E-Hospital},
  booktitle    = {27th International Computer Software and Applications Conference {(COMPSAC}
                  2003): Design and Assessment of Trustworthy Software-Based Systems,
                  3-6 November 2003, Dallas, TX, USA, Proceedings},
  pages        = {595--600},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/CMPSAC.2003.1245401},
  doi          = {10.1109/CMPSAC.2003.1245401},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/TsumotoHH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto03,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Automated rule induction with grouping target concepts},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  V, Orlando, FL, USA, April 21, 2003},
  series       = {{SPIE} Proceedings},
  volume       = {5098},
  pages        = {37--48},
  publisher    = {{SPIE}},
  year         = {2003},
  url          = {https://doi.org/10.1117/12.487698},
  doi          = {10.1117/12.487698},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto03a,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Towards visualization of rules based on rough sets and graphical modeling},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  V, Orlando, FL, USA, April 21, 2003},
  series       = {{SPIE} Proceedings},
  volume       = {5098},
  pages        = {71--81},
  publisher    = {{SPIE}},
  year         = {2003},
  url          = {https://doi.org/10.1117/12.487700},
  doi          = {10.1117/12.487700},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Comparison of similarity measures and clustering methods for time-series
                  medical data mining},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  V, Orlando, FL, USA, April 21, 2003},
  series       = {{SPIE} Proceedings},
  volume       = {5098},
  pages        = {219--225},
  publisher    = {{SPIE}},
  year         = {2003},
  url          = {https://doi.org/10.1117/12.487508},
  doi          = {10.1117/12.487508},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH03,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Visualization of Rule's Similarity using Multidimensional Scaling},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
                  {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
  pages        = {339--346},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDM.2003.1250938},
  doi          = {10.1109/ICDM.2003.1250938},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TsumotoH03a,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano},
  title        = {Pattern Discovery based on Rule Induction and Taxonomy Generation},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
                  {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
  pages        = {661--664},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDM.2003.1251002},
  doi          = {10.1109/ICDM.2003.1251002},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/TsumotoH03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/Tsumeto03,
  author       = {Shusaku Tsumoto},
  editor       = {Taner Bilgi{\c{c}} and
                  Bernard De Baets and
                  Okyay Kaynak},
  title        = {Mining Multi-level Diagnostic Process Rules from Clinical Databases
                  Using Rough Sets and Medical Diagnostic Model},
  booktitle    = {Fuzzy Sets and Systems - {IFSA} 2003, 10th International Fuzzy Systems
                  Association World Congress, Istanbul, Turkey, June 30 - July 2, 2003,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2715},
  pages        = {362--369},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-44967-1\_43},
  doi          = {10.1007/3-540-44967-1\_43},
  timestamp    = {Tue, 14 May 2019 10:00:40 +0200},
  biburl       = {https://dblp.org/rec/conf/ifsa/Tsumeto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Taner Bilgi{\c{c}} and
                  Bernard De Baets and
                  Okyay Kaynak},
  title        = {Indiscernibility-Based Clustering: Rough Clustering},
  booktitle    = {Fuzzy Sets and Systems - {IFSA} 2003, 10th International Fuzzy Systems
                  Association World Congress, Istanbul, Turkey, June 30 - July 2, 2003,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2715},
  pages        = {378--386},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-44967-1\_45},
  doi          = {10.1007/3-540-44967-1\_45},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifsa/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto03,
  author       = {Shusaku Tsumoto},
  editor       = {Ning Zhong and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Einoshin Suzuki},
  title        = {Mining Diagnostic Rules with Taxonomy from Medical Databases},
  booktitle    = {Foundations of Intelligent Systems, 14th International Symposium,
                  {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2871},
  pages        = {40--48},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39592-8\_7},
  doi          = {10.1007/978-3-540-39592-8\_7},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Ning Zhong and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Einoshin Suzuki},
  title        = {Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale
                  Matching},
  booktitle    = {Foundations of Intelligent Systems, 14th International Symposium,
                  {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2871},
  pages        = {454--462},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39592-8\_64},
  doi          = {10.1007/978-3-540-39592-8\_64},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Kyu{-}Young Whang and
                  Jongwoo Jeon and
                  Kyuseok Shim and
                  Jaideep Srivastava},
  title        = {Dealing with Relative Similarity in Clustering: An Indiscernibility
                  Based Approach},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
                  Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2637},
  pages        = {513--518},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-36175-8\_51},
  doi          = {10.1007/3-540-36175-8\_51},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HiranoT03,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Nada Lavrac and
                  Dragan Gamberger and
                  Hendrik Blockeel and
                  Ljupco Todorovski},
  title        = {An Indiscernibility-Based Clustering Method with Iterative Refinement
                  of Equivalence Relations},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
                  Croatia, September 22-26, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2838},
  pages        = {192--203},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39804-2\_19},
  doi          = {10.1007/978-3-540-39804-2\_19},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HiranoT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto03,
  author       = {Shusaku Tsumoto},
  editor       = {Nada Lavrac and
                  Dragan Gamberger and
                  Hendrik Blockeel and
                  Ljupco Todorovski},
  title        = {Mining Rules of Multi-level Diagnostic Procedure from Databases},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
                  Croatia, September 22-26, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2838},
  pages        = {459--470},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39804-2\_41},
  doi          = {10.1007/978-3-540-39804-2\_41},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Tsumoto03,
  author       = {Shusaku Tsumoto},
  editor       = {Guoyin Wang and
                  Qing Liu and
                  Yiyu Yao and
                  Andrzej Skowron},
  title        = {Extracting Structure of Medical Diagnosis: Rough Set Approach},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 9th International
                  Conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2639},
  pages        = {78--88},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-39205-X\_10},
  doi          = {10.1007/3-540-39205-X\_10},
  timestamp    = {Mon, 16 Mar 2020 17:44:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Tsumoto03a,
  author       = {Shusaku Tsumoto},
  editor       = {Guoyin Wang and
                  Qing Liu and
                  Yiyu Yao and
                  Andrzej Skowron},
  title        = {Characteristics of Accuracy and Coverage in Rule Induction},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 9th International
                  Conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2639},
  pages        = {237--244},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-39205-X\_30},
  doi          = {10.1007/3-540-39205-X\_30},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/Tsumoto03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Tsumoto03b,
  author       = {Shusaku Tsumoto},
  editor       = {Guoyin Wang and
                  Qing Liu and
                  Yiyu Yao and
                  Andrzej Skowron},
  title        = {Linear Independence in Contingency Table},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 9th International
                  Conference, RSFDGrC 2003, Chongqing, China, May 26-29, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2639},
  pages        = {316--319},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-39205-X\_47},
  doi          = {10.1007/3-540-39205-X\_47},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/Tsumoto03b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saint/Tsumoto03,
  author       = {Shusaku Tsumoto},
  title        = {Web based medical decision support system: application of internet
                  to telemedicine},
  booktitle    = {2003 Symposium on Applications and the Internet Workshops {(SAINT}
                  2003), 27-31 January 2003 - Orlando, FL, USA, Proceedings},
  pages        = {288--293},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/SAINTW.2003.1210174},
  doi          = {10.1109/SAINTW.2003.1210174},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/saint/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Tsumoto03,
  author       = {Shusaku Tsumoto},
  title        = {Extracting diagnostic taxonomy using rough sets},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
  pages        = {2696--2701},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICSMC.2003.1244292},
  doi          = {10.1109/ICSMC.2003.1244292},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Tsumoto03,
  author       = {Shusaku Tsumoto},
  title        = {Web Based Medical Decision Support System for Neurological Diseases},
  booktitle    = {2003 {IEEE} / {WIC} International Conference on Web Intelligence,
                  {(WI} 2003), 13-17 October 2003, Halifax, Canada},
  pages        = {629--632},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/WI.2003.1241283},
  doi          = {10.1109/WI.2003.1241283},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/entcs/Tsumoto03,
  author       = {Shusaku Tsumoto},
  editor       = {Andrzej Skowron and
                  Marcin S. Szczuka},
  title        = {Statistical Independence as Linear Independence},
  booktitle    = {International Workshop on Rough Sets in Knowledge Discovery and Soft
                  Computing, {RSKD} 2003, Satellite Event for {ETAPS} 2003, Warsaw,
                  Poland, April 12-13, 2003},
  series       = {Electronic Notes in Theoretical Computer Science},
  volume       = {82},
  number       = {4},
  pages        = {274--285},
  publisher    = {Elsevier},
  year         = {2003},
  url          = {https://doi.org/10.1016/S1571-0661(04)80725-4},
  doi          = {10.1016/S1571-0661(04)80725-4},
  timestamp    = {Thu, 08 Dec 2022 10:03:20 +0100},
  biburl       = {https://dblp.org/rec/journals/entcs/Tsumoto03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/entcs/Tsumoto03a,
  author       = {Shusaku Tsumoto},
  editor       = {Andrzej Skowron and
                  Marcin S. Szczuka},
  title        = {Rule Induction with Grouping Target Concepts based on Rough Sets},
  booktitle    = {International Workshop on Rough Sets in Knowledge Discovery and Soft
                  Computing, {RSKD} 2003, Satellite Event for {ETAPS} 2003, Warsaw,
                  Poland, April 12-13, 2003},
  series       = {Electronic Notes in Theoretical Computer Science},
  volume       = {82},
  number       = {4},
  pages        = {286--297},
  publisher    = {Elsevier},
  year         = {2003},
  url          = {https://doi.org/10.1016/S1571-0661(04)80726-6},
  doi          = {10.1016/S1571-0661(04)80726-6},
  timestamp    = {Thu, 08 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entcs/Tsumoto03a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismis/2003,
  editor       = {Ning Zhong and
                  Zbigniew W. Ras and
                  Shusaku Tsumoto and
                  Einoshin Suzuki},
  title        = {Foundations of Intelligent Systems, 14th International Symposium,
                  {ISMIS} 2003, Maebashi City, Japan, October 28-31, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2871},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/b14019},
  doi          = {10.1007/B14019},
  isbn         = {3-540-20256-0},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/2003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TsumotoHYT02,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Akira Yasuda and
                  Kouhei Tsumoto},
  title        = {Analysis of amino-acid sequences by statistical technique},
  journal      = {Inf. Sci.},
  volume       = {145},
  number       = {3-4},
  pages        = {205--214},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0020-0255(02)00232-3},
  doi          = {10.1016/S0020-0255(02)00232-3},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/TsumotoHYT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HiranoT02,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Mining Interesting Patterns in Time-series Medical Databases: {A}
                  Hybrid Approach of Multiscale Matching and Rough Clustering},
  booktitle    = {{AMIA} 2002, American Medical Informatics Association Annual Symposium,
                  San Antonio, TX, USA, November 9-13, 2002},
  publisher    = {{AMIA}},
  year         = {2002},
  url          = {https://knowledge.amia.org/amia-55142-a2002a-1.610020/t-002-1.611916/f-001-1.611917/a-276-1.612416/a-277-1.612413},
  timestamp    = {Wed, 17 Apr 2024 11:48:33 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/HiranoT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/TsumotoLP02,
  author       = {Shusaku Tsumoto and
                  Tsau Young Lin and
                  James F. Peters},
  title        = {Foundations of Data Mining via Granular and Rough Computing},
  booktitle    = {26th International Computer Software and Applications Conference {(COMPSAC}
                  2002), Prolonging Software Life: Development and Redevelopment, 26-29
                  August 2002, Oxford, England, Proceedings},
  pages        = {1123--1124},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/CMPSAC.2002.1045161},
  doi          = {10.1109/CMPSAC.2002.1045161},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/TsumotoLP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/HiranoST02,
  author       = {Shoji Hirano and
                  Xiaoguang Sun and
                  Shusaku Tsumoto},
  title        = {On Similarity Measures for Cluster Analysis in Clinical Laboratory
                  Examination Databases},
  booktitle    = {26th International Computer Software and Applications Conference {(COMPSAC}
                  2002), Prolonging Software Life: Development and Redevelopment, 26-29
                  August 2002, Oxford, England, Proceedings},
  pages        = {1170--1175},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/CMPSAC.2002.1045170},
  doi          = {10.1109/CMPSAC.2002.1045170},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/HiranoST02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Tsumoto02,
  author       = {Shusaku Tsumoto},
  title        = {Rule and Matroid Theory},
  booktitle    = {26th International Computer Software and Applications Conference {(COMPSAC}
                  2002), Prolonging Software Life: Development and Redevelopment, 26-29
                  August 2002, Oxford, England, Proceedings},
  pages        = {1176--1181},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/CMPSAC.2002.1045171},
  doi          = {10.1109/CMPSAC.2002.1045171},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto02,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Comparison of induced rules based on likelihood estimation},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  IV, Orlando, FL, USA, April 1, 2002},
  series       = {{SPIE} Proceedings},
  volume       = {4730},
  pages        = {192--202},
  publisher    = {{SPIE}},
  year         = {2002},
  url          = {https://doi.org/10.1117/12.460228},
  doi          = {10.1117/12.460228},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/SunHT02,
  author       = {Xiaoguang Sun and
                  Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Evaluation of similarity measures for analysis of databases on laboratory
                  examinations},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  IV, Orlando, FL, USA, April 1, 2002},
  series       = {{SPIE} Proceedings},
  volume       = {4730},
  pages        = {324--333},
  publisher    = {{SPIE}},
  year         = {2002},
  url          = {https://doi.org/10.1117/12.460243},
  doi          = {10.1117/12.460243},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/SunHT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto02a,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Statistical test for rough set approximation},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  IV, Orlando, FL, USA, April 1, 2002},
  series       = {{SPIE} Proceedings},
  volume       = {4730},
  pages        = {410--421},
  publisher    = {{SPIE}},
  year         = {2002},
  url          = {https://doi.org/10.1117/12.460255},
  doi          = {10.1117/12.460255},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto02a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsp/Tsumoto02,
  author       = {Shusaku Tsumoto},
  editor       = {Setsuo Arikawa and
                  Ayumi Shinohara},
  title        = {Discovery of Positive and Negative Knowledge in Medical Databases
                  Using Rough Sets},
  booktitle    = {Progress in Discovery Science, Final Report of the Japanese Discovery
                  Science Project},
  series       = {Lecture Notes in Computer Science},
  volume       = {2281},
  pages        = {543--552},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45884-0\_41},
  doi          = {10.1007/3-540-45884-0\_41},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/dsp/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Tsumoto02,
  author       = {Shusaku Tsumoto},
  title        = {Statistical evidence for rough set analysis},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Fuzzy Systems,
                  FUZZ-IEEE'02, Honolulu, Hawaii, USA, May 12 - 17, 2002},
  pages        = {757--762},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/FUZZ.2002.1005088},
  doi          = {10.1109/FUZZ.2002.1005088},
  timestamp    = {Mon, 09 Aug 2021 14:54:02 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HiranoST02,
  author       = {Shoji Hirano and
                  Xiaoguang Sun and
                  Shusaku Tsumoto},
  title        = {Dealing with multiple types of expert knowledge in medical image segmentation:
                  a rough sets style approach},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Fuzzy Systems,
                  FUZZ-IEEE'02, Honolulu, Hawaii, USA, May 12 - 17, 2002},
  pages        = {884--889},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/FUZZ.2002.1006621},
  doi          = {10.1109/FUZZ.2002.1006621},
  timestamp    = {Fri, 05 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/HiranoST02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT02,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {Mining Similar Temporal Patterns in Long Time-Series Data and Its
                  Application to Medicine},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
                  {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages        = {219--226},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICDM.2002.1183906},
  doi          = {10.1109/ICDM.2002.1183906},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto02,
  author       = {Shusaku Tsumoto},
  editor       = {Mohand{-}Said Hacid and
                  Zbigniew W. Ras and
                  Djamel A. Zighed and
                  Yves Kodratoff},
  title        = {Automated Discovery of Decision Rule Chains Using Rough Sets and Medical
                  Diagnostic Model},
  booktitle    = {Foundations of Intelligent Systems, 13th International Symposium,
                  {ISMIS} 2002, Lyon, France, June 27-29, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2366},
  pages        = {321--332},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-48050-1\_36},
  doi          = {10.1007/3-540-48050-1\_36},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/TsumatoHYT02,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Akira Yasuda and
                  Kouhei Tsumoto},
  editor       = {H. John Caulfield and
                  Shu{-}Heng Chen and
                  Heng{-}Da Cheng and
                  Richard J. Duro and
                  Vasant G. Honavar and
                  Etienne E. Kerre and
                  Mi Lu and
                  Manuel Gra{\~{n}}a Romay and
                  Timothy K. Shih and
                  Dan Ventura and
                  Paul P. Wang and
                  Yuanyuan Yang},
  title        = {Analysis of Amino Acid Sequences by Statistical Technique},
  booktitle    = {Proceedings of the 6th Joint Conference on Information Science, March
                  8-13, 2002, Research Triangle Park, North Carolina, {USA}},
  pages        = {1169--1173},
  publisher    = {{JCIS} / Association for Intelligent Machinery, Inc.},
  year         = {2002},
  timestamp    = {Mon, 13 Nov 2017 18:15:11 +0100},
  biburl       = {https://dblp.org/rec/conf/jcis/TsumatoHYT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HiranoT02,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Tapio Elomaa and
                  Heikki Mannila and
                  Hannu Toivonen},
  title        = {Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
                  {PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2431},
  pages        = {188--199},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45681-3\_16},
  doi          = {10.1007/3-540-45681-3\_16},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HiranoT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto02,
  author       = {Shusaku Tsumoto},
  editor       = {Tapio Elomaa and
                  Heikki Mannila and
                  Hannu Toivonen},
  title        = {Mining Hierarchical Decision Rules from Clinical Databases Using Rough
                  Sets aaand Medical Diagnostic Model},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
                  {PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2431},
  pages        = {423--434},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45681-3\_35},
  doi          = {10.1007/3-540-45681-3\_35},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto02,
  author       = {Shusaku Tsumoto},
  editor       = {James J. Alpigini and
                  James F. Peters and
                  Jacek Skowronek and
                  Ning Zhong},
  title        = {Accuracy and Coverage in Rough Set Rule Induction},
  booktitle    = {Rough Sets and Current Trends in Computing, Third International Conference,
                  {RSCTC} 2002, Malvern, PA, USA, October 14-16, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2475},
  pages        = {373--380},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45813-1\_49},
  doi          = {10.1007/3-540-45813-1\_49},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto02a,
  author       = {Shusaku Tsumoto},
  editor       = {James J. Alpigini and
                  James F. Peters and
                  Jacek Skowronek and
                  Ning Zhong},
  title        = {Statistical Test for Rough Set Approximation Based on Fisher's Exact
                  Test},
  booktitle    = {Rough Sets and Current Trends in Computing, Third International Conference,
                  {RSCTC} 2002, Malvern, PA, USA, October 14-16, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2475},
  pages        = {381--388},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45813-1\_50},
  doi          = {10.1007/3-540-45813-1\_50},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto02a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/HiranoT02,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {James J. Alpigini and
                  James F. Peters and
                  Jacek Skowronek and
                  Ning Zhong},
  title        = {Segmentation of Medical Images Based on Approximations in Rough Set
                  Theory},
  booktitle    = {Rough Sets and Current Trends in Computing, Third International Conference,
                  {RSCTC} 2002, Malvern, PA, USA, October 14-16, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2475},
  pages        = {554--563},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45813-1\_73},
  doi          = {10.1007/3-540-45813-1\_73},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HiranoT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/HiranoT01,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  title        = {A Knowledge-Oriented Clustering Technique Based on Rough Sets},
  booktitle    = {25th International Computer Software and Applications Conference {(COMPSAC}
                  2001), Invigorating Software Development, 8-12 October 2001, Chicago,
                  IL, {USA}},
  pages        = {632--637},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/CMPSAC.2001.960679},
  doi          = {10.1109/CMPSAC.2001.960679},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/HiranoT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto01,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Statistical extension of rough set rule induction},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  III, Orlando, FL, USA, April 16, 2001},
  series       = {{SPIE} Proceedings},
  volume       = {4384},
  pages        = {180--188},
  publisher    = {{SPIE}},
  year         = {2001},
  url          = {https://doi.org/10.1117/12.421072},
  doi          = {10.1117/12.421072},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto01a,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Medical knowledge discovery in hospital information systems},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  III, Orlando, FL, USA, April 16, 2001},
  series       = {{SPIE} Proceedings},
  volume       = {4384},
  pages        = {229--237},
  publisher    = {{SPIE}},
  year         = {2001},
  url          = {https://doi.org/10.1117/12.421077},
  doi          = {10.1117/12.421077},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto01a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HiranoST01,
  author       = {Shoji Hirano and
                  Xiaoguang Sun and
                  Shusaku Tsumoto},
  title        = {Analysis of Time-series Medical Databases Using Multiscale Structure
                  Matching and Rough Sets-based},
  booktitle    = {Proceedings of the 10th {IEEE} International Conference on Fuzzy Systems,
                  Melbourne, Australia, December 2-5, 2001},
  pages        = {1547--1550},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/FUZZ.2001.1008958},
  doi          = {10.1109/FUZZ.2001.1008958},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/HiranoST01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Tsumoto01,
  author       = {Shusaku Tsumoto},
  title        = {Medical Diagnostic Rules As Upper Approximation of Rough Sets},
  booktitle    = {Proceedings of the 10th {IEEE} International Conference on Fuzzy Systems,
                  Melbourne, Australia, December 2-5, 2001},
  pages        = {1551--1554},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/FUZZ.2001.1008959},
  doi          = {10.1109/FUZZ.2001.1008959},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/Tsumoto01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HiranoT01,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {Indiscernibility Degree of Objects for Evaluating Simplicity of Knowledge
                  in the Clustering Procedure},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {211--217},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989521},
  doi          = {10.1109/ICDM.2001.989521},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/HiranoT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/TsumotoHI01,
  author       = {Shusaku Tsumoto and
                  Shoji Hirano and
                  Masahiro Inuiguchi},
  editor       = {Takao Terano and
                  Toyoaki Nishida and
                  Akira Namatame and
                  Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Takashi Washio},
  title        = {Workshop on Rough Set Theory and Granular Computing - Summary},
  booktitle    = {New Frontiers in Artificial Intelligence, Joint {JSAI} 2001 Workshop
                  Post-Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2253},
  pages        = {239},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45548-5\_26},
  doi          = {10.1007/3-540-45548-5\_26},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/TsumotoHI01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/HiranoTOH01,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto and
                  Tomohiro Okuzaki and
                  Yutaka Hata},
  editor       = {Takao Terano and
                  Toyoaki Nishida and
                  Akira Namatame and
                  Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Takashi Washio},
  title        = {A Clustering Method for Nominal and Numerical Data Based on Rough
                  Set Theory},
  booktitle    = {New Frontiers in Artificial Intelligence, Joint {JSAI} 2001 Workshop
                  Post-Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2253},
  pages        = {400--405},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45548-5\_54},
  doi          = {10.1007/3-540-45548-5\_54},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/HiranoTOH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/HiranoTOH01,
  author       = {Shoji Hirano and
                  Shusaku Tsumoto and
                  Tomohiro Okuzaki and
                  Yutaka Hata},
  editor       = {Vimla L. Patel and
                  Ray Rogers and
                  Reinhold Haux},
  title        = {A Clustering Method Based on Rough Sets and Its Application to Knowledge
                  Discovery in the Medical Database},
  booktitle    = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
                  Informatics, September 2-5, 2001, London, {UK}},
  series       = {Studies in Health Technology and Informatics},
  volume       = {84},
  pages        = {206--210},
  publisher    = {{IOS} Press},
  year         = {2001},
  url          = {https://doi.org/10.3233/978-1-60750-928-8-206},
  doi          = {10.3233/978-1-60750-928-8-206},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/HiranoTOH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/NagiraT01,
  author       = {Masami Nagira and
                  Shusaku Tsumoto},
  editor       = {Vimla L. Patel and
                  Ray Rogers and
                  Reinhold Haux},
  title        = {An Approach to Electronization of Hand-written Patient Records - Scanned
                  Hand-Written Chart},
  booktitle    = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
                  Informatics, September 2-5, 2001, London, {UK}},
  series       = {Studies in Health Technology and Informatics},
  volume       = {84},
  pages        = {788},
  publisher    = {{IOS} Press},
  year         = {2001},
  url          = {https://doi.org/10.3233/978-1-60750-928-8-788},
  doi          = {10.3233/978-1-60750-928-8-788},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/NagiraT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HiranoOHTT01,
  author       = {Shoji Hirano and
                  Tomohiro Okuzaki and
                  Yutaka Hata and
                  Shusaku Tsumoto and
                  Kouhei Tsumoto},
  editor       = {David Wai{-}Lok Cheung and
                  Graham J. Williams and
                  Qing Li},
  title        = {A Rough Set-Based Clustering Method with Modification of Equivalence
                  Relations},
  booktitle    = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
                  Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2035},
  pages        = {507--512},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45357-1\_53},
  doi          = {10.1007/3-540-45357-1\_53},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HiranoOHTT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto01,
  author       = {Shusaku Tsumoto},
  editor       = {Luc De Raedt and
                  Arno Siebes},
  title        = {Discovery of Temporal Knowledge in Medical Time-Series Databases Using
                  Moving Average, Multiscale Matching, and Rule Induction},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 5th European Conference,
                  {PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2168},
  pages        = {448--459},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44794-6\_37},
  doi          = {10.1007/3-540-44794-6\_37},
  timestamp    = {Sun, 25 Oct 2020 22:53:46 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto01a,
  author       = {Shusaku Tsumoto},
  editor       = {Luc De Raedt and
                  Arno Siebes},
  title        = {Mining Positive and Negative Knowledge in Clinical Databases Based
                  on Rough Set Model},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 5th European Conference,
                  {PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2168},
  pages        = {460--471},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44794-6\_38},
  doi          = {10.1007/3-540-44794-6\_38},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto01a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/jsai/2001,
  editor       = {Takao Terano and
                  Toyoaki Nishida and
                  Akira Namatame and
                  Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Takashi Washio},
  title        = {New Frontiers in Artificial Intelligence, Joint {JSAI} 2001 Workshop
                  Post-Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2253},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45548-5},
  doi          = {10.1007/3-540-45548-5},
  isbn         = {3-540-43070-9},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/jsai/2001.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Tsumoto00,
  author       = {Shusaku Tsumoto},
  title        = {Knowledge discovery in clinical databases and evaluation of discovered
                  knowledge in outpatient clinic},
  journal      = {Inf. Sci.},
  volume       = {124},
  number       = {1-4},
  pages        = {125--137},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0020-0255(99)00065-1},
  doi          = {10.1016/S0020-0255(99)00065-1},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Tsumoto00,
  author       = {Shusaku Tsumoto},
  title        = {Problems with Mining Medical Data},
  booktitle    = {24th International Computer Software and Applications Conference {(COMPSAC}
                  2000), 25-28 October 2000, Taipei, Taiwan},
  pages        = {467--468},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/CMPSAC.2000.884767},
  doi          = {10.1109/CMPSAC.2000.884767},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto00,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Discovery of approximate concepts in clinical databases based on a
                  rough set model},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  II, Orlando, FL, USA, April 24, 2000},
  series       = {{SPIE} Proceedings},
  volume       = {4057},
  pages        = {74--81},
  publisher    = {{SPIE}},
  year         = {2000},
  url          = {https://doi.org/10.1117/12.381765},
  doi          = {10.1117/12.381765},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/Tsumoto00a,
  author       = {Shusaku Tsumoto},
  editor       = {Belur V. Dasarathy},
  title        = {Fuzzification of attribute-oriented generalization and its application
                  to medicine},
  booktitle    = {Data Mining and Knowledge Discovery: Theory, Tools, and Technology
                  II, Orlando, FL, USA, April 24, 2000},
  series       = {{SPIE} Proceedings},
  volume       = {4057},
  pages        = {100--107},
  publisher    = {{SPIE}},
  year         = {2000},
  url          = {https://doi.org/10.1117/12.381722},
  doi          = {10.1117/12.381722},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/Tsumoto00a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto00,
  author       = {Shusaku Tsumoto},
  editor       = {Zbigniew W. Ras and
                  Setsuo Ohsuga},
  title        = {Discovery of Clinical Knowledge in Hospital Information Systems: Two
                  Case Studies},
  booktitle    = {Foundations of Intelligent Systems, 12th International Symposium,
                  {ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1932},
  pages        = {573--581},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-39963-1\_60},
  doi          = {10.1007/3-540-39963-1\_60},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SuzukiT00,
  author       = {Einoshin Suzuki and
                  Shusaku Tsumoto},
  editor       = {Takao Terano and
                  Huan Liu and
                  Arbee L. P. Chen},
  title        = {Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical
                  Data Sets},
  booktitle    = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
                  4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
                  2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1805},
  pages        = {208--211},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45571-X\_26},
  doi          = {10.1007/3-540-45571-X\_26},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/SuzukiT00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SkowronST00,
  author       = {Andrzej Skowron and
                  Jaroslaw Stepaniuk and
                  Shusaku Tsumoto},
  editor       = {Takao Terano and
                  Huan Liu and
                  Arbee L. P. Chen},
  title        = {Information Granules for Spatial Reasoning},
  booktitle    = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
                  4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
                  2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1805},
  pages        = {380--383},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45571-X\_45},
  doi          = {10.1007/3-540-45571-X\_45},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/SkowronST00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto00,
  author       = {Shusaku Tsumoto},
  editor       = {Djamel A. Zighed and
                  Henryk Jan Komorowski and
                  Jan M. Zytkow},
  title        = {Clinical Knowledge Discovery in Hospital Information Systems: Two
                  Case Studies},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
                  {PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1910},
  pages        = {652--656},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45372-5\_80},
  doi          = {10.1007/3-540-45372-5\_80},
  timestamp    = {Mon, 05 Feb 2024 20:31:27 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto00,
  author       = {Shusaku Tsumoto},
  editor       = {Wojciech Ziarko and
                  Y. Y. Yao},
  title        = {An Approach to Statistical Extention of Rough Set Rule Induction},
  booktitle    = {Rough Sets and Current Trends in Computing, Second International Conference,
                  {RSCTC} 2000 Banff, Canada, October 16-19, 2000, Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2005},
  pages        = {362--369},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45554-X\_44},
  doi          = {10.1007/3-540-45554-X\_44},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto00a,
  author       = {Shusaku Tsumoto},
  editor       = {Wojciech Ziarko and
                  Y. Y. Yao},
  title        = {Diagnostic Reasoning from the Viewpoint of Rough Sets},
  booktitle    = {Rough Sets and Current Trends in Computing, Second International Conference,
                  {RSCTC} 2000 Banff, Canada, October 16-19, 2000, Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2005},
  pages        = {495--502},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45554-X\_61},
  doi          = {10.1007/3-540-45554-X\_61},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto00a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto99,
  author       = {Shusaku Tsumoto},
  editor       = {Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Knowledge Discovery in Clinical Databases: An Experiment with Rule
                  Induction and Statistics},
  booktitle    = {Foundations of Intelligent Systems, 11th International Symposium,
                  {ISMIS} '99, Warsaw, Poland, June 8-11, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1609},
  pages        = {349--357},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/BFb0095121},
  doi          = {10.1007/BFB0095121},
  timestamp    = {Sat, 19 Oct 2019 20:13:57 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Tsumoto99,
  author       = {Shusaku Tsumoto},
  editor       = {Ning Zhong and
                  Lizhu Zhou},
  title        = {Automated Discovery of Plausible Rules Based on Rough Sets and Rough
                  Inclusion},
  booktitle    = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
                  Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1574},
  pages        = {210--219},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48912-6\_29},
  doi          = {10.1007/3-540-48912-6\_29},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/Tsumoto99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Tsumoto99a,
  author       = {Shusaku Tsumoto},
  editor       = {Ning Zhong and
                  Lizhu Zhou},
  title        = {Rule Discovery in Databases with Missing Values Based on Rough Set
                  Model},
  booktitle    = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
                  Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1574},
  pages        = {274--278},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48912-6\_38},
  doi          = {10.1007/3-540-48912-6\_38},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/Tsumoto99a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto99,
  author       = {Shusaku Tsumoto},
  editor       = {Jan M. Zytkow and
                  Jan Rauch},
  title        = {Rule Discovery in Large Time-Series Medical Databases},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Third European
                  Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1704},
  pages        = {23--31},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48247-5\_3},
  doi          = {10.1007/978-3-540-48247-5\_3},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto99a,
  author       = {Shusaku Tsumoto},
  editor       = {Jan M. Zytkow and
                  Jan Rauch},
  title        = {Knowledge Discovery in Medical Multi-databases: {A} Rough Set Approach},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Third European
                  Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1704},
  pages        = {147--155},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48247-5\_16},
  doi          = {10.1007/978-3-540-48247-5\_16},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto99a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SugayaST99,
  author       = {Shinsuke Sugaya and
                  Einoshin Suzuki and
                  Shusaku Tsumoto},
  editor       = {Jan M. Zytkow and
                  Jan Rauch},
  title        = {Support Vector Machines for Knowledge Discovery},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Third European
                  Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1704},
  pages        = {561--567},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48247-5\_74},
  doi          = {10.1007/978-3-540-48247-5\_74},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SugayaST99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Tsumoto99,
  author       = {Shusaku Tsumoto},
  editor       = {Ning Zhong and
                  Andrzej Skowron and
                  Setsuo Ohsuga},
  title        = {Discovery of Rules about Compilations - {A} Rough Set Approach in
                  Medical Knowledge Discovery},
  booktitle    = {New Directions in Rough Sets, Data Mining, and Granular-Soft Computing,
                  7th International Workshop, RSFDGrC '99, Yamaguchi, Japan, November
                  9-11, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1711},
  pages        = {29--37},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48061-7\_6},
  doi          = {10.1007/978-3-540-48061-7\_6},
  timestamp    = {Sat, 19 Oct 2019 20:16:55 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/Tsumoto99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/TsumotoL99,
  author       = {Shusaku Tsumoto and
                  Tsau Young Lin},
  editor       = {Ning Zhong and
                  Andrzej Skowron and
                  Setsuo Ohsuga},
  title        = {Context-Free Fuzzy Sets in Data Mining Context},
  booktitle    = {New Directions in Rough Sets, Data Mining, and Granular-Soft Computing,
                  7th International Workshop, RSFDGrC '99, Yamaguchi, Japan, November
                  9-11, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1711},
  pages        = {212--220},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48061-7\_26},
  doi          = {10.1007/978-3-540-48061-7\_26},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/TsumotoL99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Tsumoto98,
  author       = {Shusaku Tsumoto},
  title        = {Extraction of Experts' Decision Rules from Clinical Databases Using
                  Rough Set Model},
  journal      = {Intell. Data Anal.},
  volume       = {2},
  number       = {1-4},
  pages        = {215--227},
  year         = {1998},
  url          = {https://doi.org/10.1016/S1088-467X(98)00025-0},
  doi          = {10.1016/S1088-467X(98)00025-0},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/Tsumoto98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Tsumoto98,
  author       = {Shusaku Tsumoto},
  title        = {Automated Extraction of Medical Expert System Rules from Clinical
                  Databases on Rough Set Theory},
  journal      = {Inf. Sci.},
  volume       = {112},
  number       = {1-4},
  pages        = {67--84},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0020-0255(98)10021-X},
  doi          = {10.1016/S0020-0255(98)10021-X},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Tsumoto98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Tsumoto98,
  author       = {Shusaku Tsumoto},
  title        = {Automated knowledge acquisition from clinical databases based on rough
                  sets and attribute-oriented generalization},
  booktitle    = {{AMIA} 1998, American Medical Informatics Association Annual Symposium,
                  Lake Buena Vista, FL, USA, November 7-11, 1998},
  publisher    = {{AMIA}},
  year         = {1998},
  url          = {https://knowledge.amia.org/amia-55142-a1998a-1.588514/t-001-1.590475/f-001-1.590476/a-104-1.590723/a-105-1.590720},
  timestamp    = {Wed, 17 Apr 2024 11:48:54 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/Tsumoto98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/TsumotoT98,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Branko Cesnik and
                  Alexa Thorlichen McCray and
                  Jean{-}Raoul Scherrer},
  title        = {Automated Acquisition of Rules from Clinical Databases and its Evaluation},
  booktitle    = {{MEDINFO} '98 - 9th World Congress on Medical Informatics, Seoul,
                  South Korea, August 14-21, 1998},
  series       = {Studies in Health Technology and Informatics},
  volume       = {52},
  pages        = {649--653},
  publisher    = {{IOS} Press},
  year         = {1998},
  url          = {https://doi.org/10.3233/978-1-60750-896-0-649},
  doi          = {10.3233/978-1-60750-896-0-649},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/medinfo/TsumotoT98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto98,
  author       = {Shusaku Tsumoto},
  editor       = {Jan M. Zytkow and
                  Mohamed Quafafou},
  title        = {Discovery of Approximate Medical Knowledge Based on Rough Set Model},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Second European
                  Symposium, {PKDD} '98, Nantes, France, September 23-26, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1510},
  pages        = {468--476},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/BFb0094851},
  doi          = {10.1007/BFB0094851},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/Tsumoto98,
  author       = {Shusaku Tsumoto},
  editor       = {Lech Polkowski and
                  Andrzej Skowron},
  title        = {Modelling Medical Diagnostic Rules Based on Rough Sets},
  booktitle    = {Rough Sets and Current Trends in Computing, First International Conference,
                  RSCTC'98, Warsaw, Poland, June 22-26, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1424},
  pages        = {475--482},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/3-540-69115-4\_65},
  doi          = {10.1007/3-540-69115-4\_65},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/Tsumoto98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/TsumotoT97,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  title        = {Incremental learning of probabilistic rules from clinical databases
                  based on rough set theory},
  booktitle    = {{AMIA} 1997, American Medical Informatics Association Annual Symposium,
                  Nashville, TN, USA, October 25-29, 1997},
  publisher    = {{AMIA}},
  year         = {1997},
  url          = {https://knowledge.amia.org/amia-55142-a1997a-1.585351/t-001-1.587519/f-001-1.587520/a-039-1.587899/a-040-1.587896},
  timestamp    = {Wed, 17 Apr 2024 11:48:58 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/TsumotoT97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/Tsumoto97,
  author       = {Shusaku Tsumoto},
  editor       = {Zbigniew W. Ras and
                  Andrzej Skowron},
  title        = {Induction of Positive and Negative Deterministic Rules based on Rough
                  Set Model},
  booktitle    = {Foundations of Intelligent Systems, 10th International Symposium,
                  {ISMIS} '97, Charlotte, North Carolina, USA, October 15-18, 1997,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1325},
  pages        = {298--307},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63614-5\_29},
  doi          = {10.1007/3-540-63614-5\_29},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/Tsumoto97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tsumoto97,
  author       = {Shusaku Tsumoto},
  editor       = {Henryk Jan Komorowski and
                  Jan M. Zytkow},
  title        = {Extraction of Experts' Decision Process from Clinical Databases Using
                  Rough Set Model},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, First European
                  Symposium, {PKDD} '97, Trondheim, Norway, June 24-27, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1263},
  pages        = {58--67},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-63223-9\_106},
  doi          = {10.1007/3-540-63223-9\_106},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/Tsumoto97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/TsumotoT96,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  title        = {A Common Algebraic Framework of Empirical Learning Methods Based on
                  Rough Sets and Matroid Theory},
  journal      = {Fundam. Informaticae},
  volume       = {27},
  number       = {2/3},
  pages        = {273--288},
  year         = {1996},
  url          = {https://doi.org/10.3233/FI-1996-272313},
  doi          = {10.3233/FI-1996-272313},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/TsumotoT96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iasc/TsumotoT96,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  title        = {Machine Discovery of Functional Components of Proteins from Amino-Acid
                  Sequences Based on Rough Sets and Change of Representation},
  journal      = {Intell. Autom. Soft Comput.},
  volume       = {2},
  number       = {2},
  pages        = {169--180},
  year         = {1996},
  url          = {https://doi.org/10.1080/10798587.1996.10750665},
  doi          = {10.1080/10798587.1996.10750665},
  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iasc/TsumotoT96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsumotoT96,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Zbigniew W. Ras and
                  Maciej Michalewicz},
  title        = {Induction of Expert System Rules from Databases Based on Rough Set
                  Theory and Resampling Methods},
  booktitle    = {Foundations of Intelligent Systems, 9th International Symposium, {ISMIS}
                  '96, Zakopane, Poland, June 9-13, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1079},
  pages        = {128--138},
  publisher    = {Springer},
  year         = {1996},
  url          = {https://doi.org/10.1007/3-540-61286-6\_138},
  doi          = {10.1007/3-540-61286-6\_138},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsumotoT96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/TsumotoZ96,
  author       = {Shusaku Tsumoto and
                  Wojciech Ziarko},
  editor       = {Zbigniew W. Ras and
                  Maciej Michalewicz},
  title        = {The Application of Rough Sets-Based Data Mining Technique to Differential
                  Diagnosis of Meningoenchepahlitis},
  booktitle    = {Foundations of Intelligent Systems, 9th International Symposium, {ISMIS}
                  '96, Zakopane, Poland, June 9-13, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1079},
  pages        = {438--447},
  publisher    = {Springer},
  year         = {1996},
  url          = {https://doi.org/10.1007/3-540-61286-6\_168},
  doi          = {10.1007/3-540-61286-6\_168},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/TsumotoZ96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsumotoT96,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Evangelos Simoudis and
                  Jiawei Han and
                  Usama M. Fayyad},
  title        = {Automated Discovery of Medical Expert System Rules from Clinical Databases
                  Based on Rough Sets},
  booktitle    = {Proceedings of the Second International Conference on Knowledge Discovery
                  and Data Mining (KDD-96), Portland, Oregon, {USA}},
  pages        = {63--69},
  publisher    = {{AAAI} Press},
  year         = {1996},
  url          = {http://www.aaai.org/Library/KDD/1996/kdd96-011.php},
  timestamp    = {Mon, 05 Jun 2017 13:20:21 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/TsumotoT96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/TsumotoT95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  title        = {{PRIMEROSE:} Probabilistic Rule Induction Method based on Rough Sets
                  and Resampling Methods},
  journal      = {Comput. Intell.},
  volume       = {11},
  pages        = {389--405},
  year         = {1995},
  url          = {https://doi.org/10.1111/j.1467-8640.1995.tb00040.x},
  doi          = {10.1111/J.1467-8640.1995.TB00040.X},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ci/TsumotoT95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcis/TsumotoTAOK95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka and
                  Hiromi Amano and
                  Kimie Ohyama and
                  Takayuki Kuroda},
  title        = {{COBRA:} Integration of Heterogeneous Knowledge-Bases in Medical Domain},
  journal      = {Int. J. Cooperative Inf. Syst.},
  volume       = {4},
  number       = {4},
  pages        = {387--404},
  year         = {1995},
  url          = {https://doi.org/10.1142/S0218843095000172},
  doi          = {10.1142/S0218843095000172},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcis/TsumotoTAOK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/TsumotoTAOK95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka and
                  Hiromi Amano and
                  Kimie Ohyama and
                  Takayuki Kuroda},
  editor       = {Pedro Barahona and
                  Mario Stefanelli and
                  Jeremy C. Wyatt},
  title        = {{COBRA:} Integration of Knowledge-Bases with Case-Databases in the
                  Domain of Congenital Malformation},
  booktitle    = {Artificial Intelligence Medicine, 5th Conference on Artificial Intelligence
                  in Medicine in Europe, AIME'95, Pavia, Italy, June 25-28, 1995, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {934},
  pages        = {393--394},
  publisher    = {Springer},
  year         = {1995},
  url          = {https://doi.org/10.1007/3-540-60025-6\_154},
  doi          = {10.1007/3-540-60025-6\_154},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aime/TsumotoTAOK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/TsumotoT95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Pedro Barahona and
                  Mario Stefanelli and
                  Jeremy C. Wyatt},
  title        = {Induction of Expert System Rules from Clinical Databases Based on
                  Rough Set Theory and Resampling Methods},
  booktitle    = {Artificial Intelligence Medicine, 5th Conference on Artificial Intelligence
                  in Medicine in Europe, AIME'95, Pavia, Italy, June 25-28, 1995, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {934},
  pages        = {399--400},
  publisher    = {Springer},
  year         = {1995},
  url          = {https://doi.org/10.1007/3-540-60025-6\_157},
  doi          = {10.1007/3-540-60025-6\_157},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aime/TsumotoT95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsumotoT95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Usama M. Fayyad and
                  Ramasamy Uthurusamy},
  title        = {Automated Selection of Rule Induction Methods Based on Recursive Iteration
                  of Resampling Methods and Multiple Statistical Testing},
  booktitle    = {Proceedings of the First International Conference on Knowledge Discovery
                  and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
  pages        = {312--317},
  publisher    = {{AAAI} Press},
  year         = {1995},
  url          = {http://www.aaai.org/Library/KDD/1995/kdd95-036.php},
  timestamp    = {Wed, 12 Dec 2012 15:08:19 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/TsumotoT95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsumotoT95a,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Usama M. Fayyad and
                  Ramasamy Uthurusamy},
  title        = {Automated Discovery of Functional Components of Proteins from Amino-Acid
                  Sequences Based on Rough Sets and Change of Representation},
  booktitle    = {Proceedings of the First International Conference on Knowledge Discovery
                  and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
  pages        = {318--324},
  publisher    = {{AAAI} Press},
  year         = {1995},
  url          = {http://www.aaai.org/Library/KDD/1995/kdd95-037.php},
  timestamp    = {Wed, 12 Dec 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/TsumotoT95a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wocfai/TsumotoT95,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Michel De Glas and
                  Zdzislaw Pawlak},
  title        = {Algebraic Formulation of Empirical Learning Methods Based on Rough
                  Sets and Matroid Theory},
  booktitle    = {Proceedings of the Second World Conference on the Fundamentals of
                  Artificial Intelligence, {WOCFAI} 1995, 3-7 July 1995, Paris, France},
  pages        = {393--404},
  publisher    = {Angkor, 6, rue Ma{\^{\i}}tre-Albert, 75005 Paris, France},
  year         = {1995},
  timestamp    = {Tue, 30 Jul 2019 08:58:42 +0200},
  biburl       = {https://dblp.org/rec/conf/wocfai/TsumotoT95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisc/TsumotoT94,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Jacques Calmet and
                  John A. Campbell},
  title        = {Algebraic Specification of Empirical Inductive Learning Methods based
                  on Rough Sets and Matroid Theory},
  booktitle    = {Integrating Symbolic Mathematical Computation and Artificial Intelligence,
                  Second International Conference, AISMC-2, Cambridge, UK, August 3-5,
                  1994, Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {958},
  pages        = {224--243},
  publisher    = {Springer},
  year         = {1994},
  url          = {https://doi.org/10.1007/3-540-60156-2\_16},
  doi          = {10.1007/3-540-60156-2\_16},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/aisc/TsumotoT94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsumotoT94,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Usama M. Fayyad and
                  Ramasamy Uthurusamy},
  title        = {Selection of Probabilistic Measure Estimation Method Based on Recursive
                  Iteration of Resampling Methods},
  booktitle    = {Knowledge Discovery in Databases: Papers from the 1994 {AAAI} Workshop,
                  Seattle, Washington, USA, July 1994. Technical Report {WS-94-03}},
  pages        = {121--132},
  publisher    = {{AAAI} Press},
  year         = {1994},
  timestamp    = {Fri, 22 Jun 2018 07:33:24 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/TsumotoT94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/TsumotoT93,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Klaus P. Jantke and
                  Shigenobu Kobayashi and
                  Etsuji Tomita and
                  Takashi Yokomori},
  title        = {Induction of Probabilistic Rules Based on Rough Set Theory},
  booktitle    = {Algorithmic Learning Theory, 4th International Workshop, {ALT} '93,
                  Tokyo, Japan, November 8-10, 1993, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {744},
  pages        = {410--423},
  publisher    = {Springer},
  year         = {1993},
  url          = {https://doi.org/10.1007/3-540-57370-4\_64},
  doi          = {10.1007/3-540-57370-4\_64},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/TsumotoT93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoT93,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Wojciech Ziarko},
  title        = {{PRIMEROSE:} Probabilistic Rule Induction Method Based on Rough Set
                  Theory},
  booktitle    = {Rough Sets, Fuzzy Sets and Knowledge Discovery, Proceedings of the
                  International Workshop on Rough Sets and Knowledge Discovery, {RSKD}
                  1993, Banff, Alberta, Canada, 12-15 October 1993},
  series       = {Workshops in Computing},
  pages        = {274--281},
  publisher    = {Springer},
  year         = {1993},
  timestamp    = {Thu, 08 Dec 2022 10:02:10 +0100},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoT93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/TsumotoT93a,
  author       = {Shusaku Tsumoto and
                  Hiroshi Tanaka},
  editor       = {Wojciech Ziarko},
  title        = {AQ, Rough Sets, and Matroid Theory},
  booktitle    = {Rough Sets, Fuzzy Sets and Knowledge Discovery, Proceedings of the
                  International Workshop on Rough Sets and Knowledge Discovery, {RSKD}
                  1993, Banff, Alberta, Canada, 12-15 October 1993},
  series       = {Workshops in Computing},
  pages        = {290--297},
  publisher    = {Springer},
  year         = {1993},
  timestamp    = {Thu, 20 Feb 2003 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/rsctc/TsumotoT93a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lp/MatsumuraMMTMK85,
  author       = {Yasushi Matsumura and
                  Takashi Matsunaga and
                  Yusuke Maeda and
                  Shusaku Tsumoto and
                  Hiroshi Matsumura and
                  Michio Kimura},
  editor       = {Eiiti Wada},
  title        = {Consultation System for Diagnosis of Headache and Facial Pain: "RHINOS"},
  booktitle    = {Logic Programming '85, Proceedings of the 4th Conference, Tokyo, Japan,
                  July 1-3, 1985},
  series       = {Lecture Notes in Computer Science},
  volume       = {221},
  pages        = {287--298},
  publisher    = {Springer},
  year         = {1985},
  url          = {https://doi.org/10.1007/3-540-16479-0\_28},
  doi          = {10.1007/3-540-16479-0\_28},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/lp/MatsumuraMMTMK85.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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