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ORCIDBibTeX records: Shigeo Abe
@inproceedings{DBLP:conf/ijcnn/Abe24,
author = {Shigeo Abe},
title = {Are Bounded Support Vectors Harmful to Stable Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--7},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10650560},
doi = {10.1109/IJCNN60899.2024.10650560},
timestamp = {Thu, 19 Sep 2024 10:41:53 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Abe23,
author = {Shigeo Abe},
title = {Training Minimal Complexity Support Vector Machines with Multiple
Kernels},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023},
pages = {913--919},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SMC53992.2023.10394217},
doi = {10.1109/SMC53992.2023.10394217},
timestamp = {Tue, 13 Feb 2024 09:22:04 +0100},
biburl = {https://dblp.org/rec/conf/smc/Abe23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe22,
author = {Shigeo Abe},
editor = {Neamat El Gayar and
Edmondo Trentin and
Mirco Ravanelli and
Hazem Abbas},
title = {Do Minimal Complexity Least Squares Support Vector Machines Work?},
booktitle = {Artificial Neural Networks in Pattern Recognition - 10th {IAPR} {TC3}
Workshop, {ANNPR} 2022, Dubai, United Arab Emirates, November 24-26,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13739},
pages = {53--64},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20650-4\_5},
doi = {10.1007/978-3-031-20650-4\_5},
timestamp = {Tue, 21 Mar 2023 20:58:39 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Abe22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe22,
author = {Shigeo Abe},
title = {Soft Upper-bound Support Vector Machines},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892425},
doi = {10.1109/IJCNN55064.2022.9892425},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe21,
author = {Shigeo Abe},
title = {Soft Upper-bound Minimal Complexity {LP} SVMs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533540},
doi = {10.1109/IJCNN52387.2021.9533540},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/Abe20,
author = {Shigeo Abe},
title = {Minimal Complexity Support Vector Machines for Pattern Classification},
journal = {Comput.},
volume = {9},
number = {4},
pages = {88},
year = {2020},
url = {https://doi.org/10.3390/computers9040088},
doi = {10.3390/COMPUTERS9040088},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computers/Abe20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe20,
author = {Shigeo Abe},
editor = {Frank{-}Peter Schilling and
Thilo Stadelmann},
title = {Minimal Complexity Support Vector Machines},
booktitle = {Artificial Neural Networks in Pattern Recognition - 9th {IAPR} {TC3}
Workshop, {ANNPR} 2020, Winterthur, Switzerland, September 2-4, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12294},
pages = {89--101},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58309-5\_7},
doi = {10.1007/978-3-030-58309-5\_7},
timestamp = {Fri, 04 Sep 2020 10:49:42 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Abe20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe19,
author = {Shigeo Abe},
title = {Analyzing Minimal Complexity Machines},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852084},
doi = {10.1109/IJCNN.2019.8852084},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Abe18,
author = {Shigeo Abe},
title = {Are twin hyperplanes necessary?},
journal = {Pattern Recognit. Lett.},
volume = {116},
pages = {218--224},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2018.10.032},
doi = {10.1016/J.PATREC.2018.10.032},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Abe18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe18,
author = {Shigeo Abe},
editor = {Luca Pancioni and
Friedhelm Schwenker and
Edmondo Trentin},
title = {Effect of Equality Constraints to Unconstrained Large Margin Distribution
Machines},
booktitle = {Artificial Neural Networks in Pattern Recognition - 8th {IAPR} {TC3}
Workshop, {ANNPR} 2018, Siena, Italy, September 19-21, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11081},
pages = {41--53},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99978-4\_3},
doi = {10.1007/978-3-319-99978-4\_3},
timestamp = {Tue, 12 Sep 2023 07:57:21 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Abe18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Abe17,
author = {Shigeo Abe},
title = {Unconstrained large margin distribution machines},
journal = {Pattern Recognit. Lett.},
volume = {98},
pages = {96--102},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2017.09.005},
doi = {10.1016/J.PATREC.2017.09.005},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Abe17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/Abe16,
author = {Shigeo Abe},
title = {Fusing sequential minimal optimization and Newton's method for support
vector training},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {7},
number = {3},
pages = {345--364},
year = {2016},
url = {https://doi.org/10.1007/s13042-014-0265-x},
doi = {10.1007/S13042-014-0265-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/Abe16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe16,
author = {Shigeo Abe},
editor = {Friedhelm Schwenker and
Hazem M. Abbas and
Neamat El Gayar and
Edmondo Trentin},
title = {Improving Generalization Abilities of Maximal Average Margin Classifiers},
booktitle = {Artificial Neural Networks in Pattern Recognition - 7th {IAPR} {TC3}
Workshop, {ANNPR} 2016, Ulm, Germany, September 28-30, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9896},
pages = {29--41},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46182-3\_3},
doi = {10.1007/978-3-319-46182-3\_3},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Abe16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Abe15,
author = {Shigeo Abe},
title = {Fuzzy support vector machines for multilabel classification},
journal = {Pattern Recognit.},
volume = {48},
number = {6},
pages = {2110--2117},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.01.009},
doi = {10.1016/J.PATCOG.2015.01.009},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Abe15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe15,
author = {Shigeo Abe},
title = {Optimizing working sets for training support vector regressors by
Newton's method},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280309},
doi = {10.1109/IJCNN.2015.7280309},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe14,
author = {Shigeo Abe},
editor = {Neamat El Gayar and
Friedhelm Schwenker and
Cheng Suen},
title = {Incremental Feature Selection by Block Addition and Block Deletion
Using Least Squares SVRs},
booktitle = {Artificial Neural Networks in Pattern Recognition - 6th {IAPR} {TC}
3 International Workshop, {ANNPR} 2014, Montreal, QC, Canada, October
6-8, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8774},
pages = {35--46},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11656-3\_4},
doi = {10.1007/978-3-319-11656-3\_4},
timestamp = {Sun, 25 Oct 2020 23:01:53 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Abe14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe14,
author = {Shigeo Abe},
editor = {Stefan Wermter and
Cornelius Weber and
Wlodzislaw Duch and
Timo Honkela and
Petia D. Koprinkova{-}Hristova and
Sven Magg and
G{\"{u}}nther Palm and
Alessandro E. P. Villa},
title = {Incremental Input Variable Selection by Block Addition and Block Deletion},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
International Conference on Artificial Neural Networks, Hamburg, Germany,
September 15-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8681},
pages = {547--554},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11179-7\_69},
doi = {10.1007/978-3-319-11179-7\_69},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Abe13,
author = {Shigeo Abe},
title = {Feature Selection by Iterative Block Addition and Block Deletion},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {2677--2682},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.456},
doi = {10.1109/SMC.2013.456},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/Abe13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/NagataniA12,
author = {Takashi Nagatani and
Shigeo Abe},
editor = {Nadia Mana and
Friedhelm Schwenker and
Edmondo Trentin},
title = {Feature Selection by Block Addition and Block Deletion},
booktitle = {Artificial Neural Networks in Pattern Recognition - 5th {INNS} {IAPR}
{TC} 3 {GIRPR} Workshop, {ANNPR} 2012, Trento, Italy, September 17-19,
2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7477},
pages = {48--59},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33212-8\_5},
doi = {10.1007/978-3-642-33212-8\_5},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/NagataniA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe12,
author = {Shigeo Abe},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Training Mahalanobis Kernels by Linear Programming},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {339--346},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_42},
doi = {10.1007/978-3-642-33266-1\_42},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe11,
author = {Shigeo Abe},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Fast Support Vector Training by Newton's Method},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6792},
pages = {143--150},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21738-8\_19},
doi = {10.1007/978-3-642-21738-8\_19},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KitamuraAT11,
author = {Takuya Kitamura and
Shigeo Abe and
Yusuke Tanaka},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Multiple Nonlinear Subspace Methods Using Subspace-based Support Vector
Machines},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {358--363},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.100},
doi = {10.1109/ICMLA.2011.100},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/KitamuraAT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BanZATK11,
author = {Tao Ban and
Changshui Zhang and
Shigeo Abe and
Takeshi Takahashi and
Youki Kadobayashi},
editor = {William C. Chu and
W. Eric Wong and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {Mining interlacing manifolds in high dimensional spaces},
booktitle = {Proceedings of the 2011 {ACM} Symposium on Applied Computing (SAC),
TaiChung, Taiwan, March 21 - 24, 2011},
pages = {942--949},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1982185.1982392},
doi = {10.1145/1982185.1982392},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BanZATK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/acvpr/978-1-84996-097-7,
author = {Shigeo Abe},
title = {Support Vector Machines for Pattern Classification},
series = {Advances in Pattern Recognition},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-84996-098-4},
doi = {10.1007/978-1-84996-098-4},
isbn = {978-1-84996-097-7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/acvpr/978-1-84996-097-7.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajiips/KitamuraA10,
author = {Takuya Kitamura and
Shigeo Abe},
title = {Subspace-Based {L2} Support Vector Machines},
journal = {Aust. J. Intell. Inf. Process. Syst.},
volume = {12},
number = {3},
year = {2010},
url = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1220},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ajiips/KitamuraA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jilsa/NagataniOA10,
author = {Takashi Nagatani and
Seiichi Ozawa and
Shigeo Abe},
title = {Fast Variable Selection by Block Addition and Block Deletion},
journal = {J. Intell. Learn. Syst. Appl.},
volume = {2},
number = {4},
pages = {200--211},
year = {2010},
url = {https://doi.org/10.4236/jilsa.2010.24023},
doi = {10.4236/JILSA.2010.24023},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jilsa/NagataniOA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/IshiiA10,
author = {Tsuneyoshi Ishii and
Shigeo Abe},
editor = {Friedhelm Schwenker and
Neamat El Gayar},
title = {Evaluation of Feature Selection by Multiclass Kernel Discriminant
Analysis},
booktitle = {Artificial Neural Networks in Pattern Recognition, 4th {IAPR} {TC3}
Workshop, {ANNPR} 2010, Cairo, Egypt, April 11-13, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5998},
pages = {13--24},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12159-3\_2},
doi = {10.1007/978-3-642-12159-3\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/IshiiA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abe10,
author = {Shigeo Abe},
title = {Active set training of support vector regressors},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-13.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abe10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AbeY10,
author = {Shigeo Abe and
Ryousuke Yabuwaki},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Convergence Improvement of Active Set Training for Support Vector
Regressors},
booktitle = {Artificial Neural Networks - {ICANN} 2010, 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6353},
pages = {1--10},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15822-3\_1},
doi = {10.1007/978-3-642-15822-3\_1},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbeY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TajiriYKA10,
author = {Yasuyuki Tajiri and
Ryousuke Yabuwaki and
Takuya Kitamura and
Shigeo Abe},
editor = {Kok Wai Wong and
B. Sumudu U. Mendis and
Abdesselam Bouzerdoum},
title = {Feature Extraction Using Support Vector Machines},
booktitle = {Neural Information Processing. Models and Applications - 17th International
Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6444},
pages = {108--115},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17534-3\_14},
doi = {10.1007/978-3-642-17534-3\_14},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/TajiriYKA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KitamuraTA10,
author = {Takuya Kitamura and
Syogo Takeuchi and
Shigeo Abe},
title = {Feature selection and fast training of subspace based support vector
machines},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596566},
doi = {10.1109/IJCNN.2010.5596566},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KitamuraTA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YabuwakiA10,
author = {Ryousuke Yabuwaki and
Shigeo Abe},
title = {Convergence improvement of active set support vector training},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--5},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596312},
doi = {10.1109/IJCNN.2010.5596312},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YabuwakiA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/OzawaTA10,
author = {Seiichi Ozawa and
Yohei Takeuchi and
Shigeo Abe},
editor = {Byoung{-}Tak Zhang and
Mehmet A. Orgun},
title = {A Fast Incremental Kernel Principal Component Analysis for Online
Feature Extraction},
booktitle = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
International Conference on Artificial Intelligence, Daegu, Korea,
August 30-September 2, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6230},
pages = {487--497},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15246-7\_45},
doi = {10.1007/978-3-642-15246-7\_45},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/OzawaTA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ToriiA09,
author = {Yusuke Torii and
Shigeo Abe},
title = {Decomposition techniques for training linear programming support vector
machines},
journal = {Neurocomputing},
volume = {72},
number = {4-6},
pages = {973--984},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.04.008},
doi = {10.1016/J.NEUCOM.2008.04.008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ToriiA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/BanZA09,
author = {Tao Ban and
Changshui Zhang and
Shigeo Abe},
title = {A new approach to discover interlacing data structures in high-dimensional
space},
journal = {J. Intell. Inf. Syst.},
volume = {33},
number = {1},
pages = {3--22},
year = {2009},
url = {https://doi.org/10.1007/s10844-008-0055-6},
doi = {10.1007/S10844-008-0055-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/BanZA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/MorikawaOA09,
author = {Kazuya Morikawa and
Seiichi Ozawa and
Shigeo Abe},
title = {Tuning membership functions of kernel fuzzy classifiers by maximizing
margins},
journal = {Memetic Comput.},
volume = {1},
number = {3},
pages = {221--228},
year = {2009},
url = {https://doi.org/10.1007/s12293-009-0014-y},
doi = {10.1007/S12293-009-0014-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/memetic/MorikawaOA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/KitamuraTAF09,
author = {Takuya Kitamura and
Syogo Takeuchi and
Shigeo Abe and
Kazuhiro Fukui},
title = {Subspace-based support vector machines for pattern classification},
journal = {Neural Networks},
volume = {22},
number = {5-6},
pages = {558--567},
year = {2009},
url = {https://doi.org/10.1016/j.neunet.2009.06.026},
doi = {10.1016/J.NEUNET.2009.06.026},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/KitamuraTAF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/IwamuraA09,
author = {Kazuki Iwamura and
Shigeo Abe},
title = {Sparse support vector machines by kernel discriminant analysis},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-36.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/IwamuraA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe09,
author = {Shigeo Abe},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Is Primal Better Than Dual},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5768},
pages = {854--863},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_88},
doi = {10.1007/978-3-642-04274-4\_88},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BanKA09,
author = {Tao Ban and
Youki Kadobayashi and
Shigeo Abe},
title = {Sparse kernel feature analysis using FastMap and its variants},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {256--263},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178835},
doi = {10.1109/IJCNN.2009.5178835},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BanKA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KitamuraAF09,
author = {Takuya Kitamura and
Shigeo Abe and
Kazuhiro Fukui},
title = {Subspace based least squares support vector machines for pattern classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1640--1646},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178763},
doi = {10.1109/IJCNN.2009.5178763},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KitamuraAF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MuraokaA09,
author = {Shigenori Muraoka and
Shigeo Abe},
title = {Sparse support vector regressors based on forward basis selection},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {2183--2187},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178742},
doi = {10.1109/IJCNN.2009.5178742},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MuraokaA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TakeuchiKAF09,
author = {Syogo Takeuchi and
Takuya Kitamura and
Shigeo Abe and
Kazuhiro Fukui},
title = {Subspace based linear programming support vector machines},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3067--3073},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178762},
doi = {10.1109/IJCNN.2009.5178762},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TakeuchiKAF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IshiiAA08,
author = {Tsuneyoshi Ishii and
Masamichi Ashihara and
Shigeo Abe},
title = {Kernel discriminant analysis based feature selection},
journal = {Neurocomputing},
volume = {71},
number = {13-15},
pages = {2544--2552},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.02.018},
doi = {10.1016/J.NEUCOM.2008.02.018},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/IshiiAA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Abe08,
author = {Shigeo Abe},
editor = {Lionel Prevost and
Simone Marinai and
Friedhelm Schwenker},
title = {Sparse Least Squares Support Vector Machines by Forward Selection
Based on Linear Discriminant Analysis},
booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5064},
pages = {54--65},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69939-2\_6},
doi = {10.1007/978-3-540-69939-2\_6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Abe08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abe08,
author = {Shigeo Abe},
title = {Comparison of sparse least squares support vector regressors trained
in primal and dual},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {469--474},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abe08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe08,
author = {Shigeo Abe},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Batch Support Vector Training Based on Exact Incremental Training},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {295--304},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_31},
doi = {10.1007/978-3-540-87536-9\_31},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/MorikawaA09,
author = {Kazuya Morikawa and
Shigeo Abe},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {Improved Parameter Tuning Algorithms for Fuzzy Classifiers},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {937--944},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_114},
doi = {10.1007/978-3-642-02490-0\_114},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/MorikawaA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/IwamuraA08,
author = {Kazuki Iwamura and
Shigeo Abe},
title = {Sparse support vector machines trained in the reduced empirical feature
space},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2398--2404},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634131},
doi = {10.1109/IJCNN.2008.4634131},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/IwamuraA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/IshiiA08,
author = {Tsuneyoshi Ishii and
Shigeo Abe},
title = {Feature selection based on kernel discriminant analysis for multi-class
problems},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2455--2460},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634140},
doi = {10.1109/IJCNN.2008.4634140},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/IshiiA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/KitaOMA07,
author = {Shinji Kita and
Seiichi Ozawa and
Satoshi Maekawa and
Shigeo Abe},
title = {A Learning Algorithm of Boosting Kernel Discriminant Analysis for
Pattern Recognition},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {90-D},
number = {11},
pages = {1853--1863},
year = {2007},
url = {https://doi.org/10.1093/ietisy/e90-d.11.1853},
doi = {10.1093/IETISY/E90-D.11.1853},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieicet/KitaOMA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/Abe07,
author = {Shigeo Abe},
title = {Sparse least squares support vector training in the reduced empirical
feature space},
journal = {Pattern Anal. Appl.},
volume = {10},
number = {3},
pages = {203--214},
year = {2007},
url = {https://doi.org/10.1007/s10044-007-0062-1},
doi = {10.1007/S10044-007-0062-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/Abe07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abe07,
author = {Shigeo Abe},
title = {Optimizing kernel parameters by second-order methods},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {259--264},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-30.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abe07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HosokawaA07,
author = {Ryota Hosokawa and
Shigeo Abe},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Fuzzy Classifiers Based on Kernel Discriminant Analysis},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4669},
pages = {180--189},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74695-9\_19},
doi = {10.1007/978-3-540-74695-9\_19},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HosokawaA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AbeO07,
author = {Shigeo Abe and
Kenta Onishi},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Sparse Least Squares Support Vector Regressors Trained in the Reduced
Empirical Feature Space},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4669},
pages = {527--536},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74695-9\_54},
doi = {10.1007/978-3-540-74695-9\_54},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbeO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NagataniA07,
author = {Takashi Nagatani and
Shigeo Abe},
title = {Backward Varilable Selection of Support Vector Regressors by Block
Deletion},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2117--2122},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371285},
doi = {10.1109/IJCNN.2007.4371285},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NagataniA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TakeuchiOA07,
author = {Yohei Takeuchi and
Seiichi Ozawa and
Shigeo Abe},
title = {An Efficient Incremental Kernel Principal Component Analysis for Online
Feature Selection},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2346--2351},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371325},
doi = {10.1109/IJCNN.2007.4371325},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TakeuchiOA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KatagiriA06,
author = {Shinya Katagiri and
Shigeo Abe},
title = {Incremental training of support vector machines using hyperspheres},
journal = {Pattern Recognit. Lett.},
volume = {27},
number = {13},
pages = {1495--1507},
year = {2006},
url = {https://doi.org/10.1016/j.patrec.2006.02.016},
doi = {10.1016/J.PATREC.2006.02.016},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/KatagiriA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/KamadaA06,
author = {Yuya Kamada and
Shigeo Abe},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {Support Vector Regression Using Mahalanobis Kernels},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {144--152},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_13},
doi = {10.1007/11829898\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/KamadaA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/KatagiriA06,
author = {Shinya Katagiri and
Shigeo Abe},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {Incremental Training of Support Vector Machines Using Truncated Hypercones},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {153--164},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_14},
doi = {10.1007/11829898\_14},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/KatagiriA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/ToriiA06,
author = {Yusuke Torii and
Shigeo Abe},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {Fast Training of Linear Programming Support Vector Machines Using
Decomposition Techniques},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {165--176},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_15},
doi = {10.1007/11829898\_15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/ToriiA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AshiharaA06,
author = {Masamichi Ashihara and
Shigeo Abe},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Feature Selection Based on Kernel Discriminant Analysis},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {282--291},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_29},
doi = {10.1007/11840930\_29},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AshiharaA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BanA06,
author = {Tao Ban and
Shigeo Abe},
title = {Implementing Multi-class Classifiers by One-class Classification Methods},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {327--332},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246699},
doi = {10.1109/IJCNN.2006.246699},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BanA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KideraOA06,
author = {Takuya Kidera and
Seiichi Ozawa and
Shigeo Abe},
title = {An Incremental Learning Algorithm of Ensemble Classifier Systems},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3421--3427},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247345},
doi = {10.1109/IJCNN.2006.247345},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KideraOA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/acvpr/978-1-85233-929-6,
author = {Shigeo Abe},
title = {Support Vector Machines for Pattern Classification},
series = {Advances in Pattern Recognition},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/1-84628-219-5},
doi = {10.1007/1-84628-219-5},
isbn = {978-1-85233-929-6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/acvpr/978-1-85233-929-6.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/OzawaTAPK05,
author = {Seiichi Ozawa and
Soon Lee Toh and
Shigeo Abe and
Shaoning Pang and
Nikola K. Kasabov},
title = {Incremental learning of feature space and classifier for face recognition},
journal = {Neural Networks},
volume = {18},
number = {5-6},
pages = {575--584},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.06.016},
doi = {10.1016/J.NEUNET.2005.06.016},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/OzawaTAPK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KikuchiA05,
author = {Tomonori Kikuchi and
Shigeo Abe},
title = {Comparison between error correcting output codes and fuzzy support
vector machines},
journal = {Pattern Recognit. Lett.},
volume = {26},
number = {12},
pages = {1937--1945},
year = {2005},
url = {https://doi.org/10.1016/j.patrec.2005.03.014},
doi = {10.1016/J.PATREC.2005.03.014},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/KikuchiA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/KimuraOA05,
author = {Shosuke Kimura and
Seiichi Ozawa and
Shigeo Abe},
title = {Incremental Kernel {PCA} for Online Learning of Feature Space},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {595--600},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631328},
doi = {10.1109/CIMCA.2005.1631328},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/KimuraOA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/KawamuraYA05,
author = {Noriaki Kawamura and
Motohide Yoshimura and
Shigeo Abe},
title = {Image Query by Multiresolution Spectral Histograms},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {660--665},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631544},
doi = {10.1109/CIMCA.2005.1631544},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/KawamuraYA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/AsanoYA05,
author = {Kohei Asano and
Motohide Yoshimura and
Shigeo Abe},
title = {Detection of Cell Forms in Multicellular Objects},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {793--798},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631565},
doi = {10.1109/CIMCA.2005.1631565},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/AsanoYA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/IwaiYA05,
author = {Takashi Iwai and
Motohide Yoshimura and
Shigeo Abe},
title = {Detection of Protein Crystallizations under Dynamic Environment},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {1121--1127},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631413},
doi = {10.1109/CIMCA.2005.1631413},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/IwaiYA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abe05,
author = {Shigeo Abe},
title = {Modified backward feature selection by cross validation},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {163--168},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-15.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abe05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Abe05,
author = {Shigeo Abe},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Training of Support Vector Machines with Mahalanobis Kernels},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {571--576},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_90},
doi = {10.1007/11550907\_90},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/Abe05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KatagiriA05,
author = {Shinya Katagiri and
Shigeo Abe},
title = {Selecting Support Vector Candidates for Incremental Training},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Waikoloa, Hawaii, USA, October 10-12, 2005},
pages = {1258--1263},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICSMC.2005.1571319},
doi = {10.1109/ICSMC.2005.1571319},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/KatagiriA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/KaiedaA04,
author = {Kenichi Kaieda and
Shigeo Abe},
title = {KPCA-based training of a kernel fuzzy classifier with ellipsoidal
regions},
journal = {Int. J. Approx. Reason.},
volume = {37},
number = {3},
pages = {189--217},
year = {2004},
url = {https://doi.org/10.1016/j.ijar.2004.03.001},
doi = {10.1016/J.IJAR.2004.03.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/KaiedaA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abe04,
author = {Shigeo Abe},
title = {Fuzzy LP-SVMs for Multiclass Problems},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {429--434},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abe04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TsujinishiA03,
author = {Daisuke Tsujinishi and
Shigeo Abe},
title = {Fuzzy least squares support vector machines for multiclass problems},
journal = {Neural Networks},
volume = {16},
number = {5-6},
pages = {785--792},
year = {2003},
url = {https://doi.org/10.1016/S0893-6080(03)00110-2},
doi = {10.1016/S0893-6080(03)00110-2},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/TsujinishiA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbeI02,
author = {Shigeo Abe and
Takuya Inoue},
editor = {Michel Verleysen},
title = {Fuzzy support vector machines for multiclass problems},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
pages = {113--118},
year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AbeI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mva/YoshimuraKA02,
author = {Motohide Yoshimura and
Hajime Kiyose and
Shigeo Abe},
title = {Advanced Image Retrieval Using Multi-resolution Image Content},
booktitle = {Proceedings of the {IAPR} Conference on Machine Vision Applications
{(IAPR} {MVA} 2002), December 11-13, 2002, Nara-ken New Public Hall,
Nara, Japan},
pages = {330--333},
year = {2002},
url = {http://b2.cvl.iis.u-tokyo.ac.jp/mva/proceedings/CommemorativeDVD/2002/papers/2002330.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mva/YoshimuraKA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nnsp/Abe02,
author = {Shigeo Abe},
title = {Analysis of support vector machines},
booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal
Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September
4-6, 2002},
pages = {89--98},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/NNSP.2002.1030020},
doi = {10.1109/NNSP.2002.1030020},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nnsp/Abe02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AbeS01,
author = {Shigeo Abe and
Keita Sakaguchi},
title = {Generalization Improvement of a Fuzzy Classifier With Ellipsodial
Regions},
booktitle = {Proceedings of the 10th {IEEE} International Conference on Fuzzy Systems,
Melbourne, Australia, December 2-5, 2001},
pages = {207--210},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/FUZZ.2001.1007284},
doi = {10.1109/FUZZ.2001.1007284},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AbeS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AbeI01,
author = {Shigeo Abe and
Takuya Inoue},
editor = {Georg Dorffner and
Horst Bischof and
Kurt Hornik},
title = {Fast Training of Support Vector Machines by Extracting Boundary Data},
booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference
Vienna, Austria, August 21-25, 2001 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2130},
pages = {308--313},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44668-0\_44},
doi = {10.1007/3-540-44668-0\_44},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbeI01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Abe00,
author = {Shigeo Abe},
title = {Generalization Improvement of a Fuzzy Classifier with Pyramidal Membership
Functions},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2211--2214},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906050},
doi = {10.1109/ICPR.2000.906050},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/Abe00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KubotaTA00,
author = {Hiroyasu Kubota and
Hisashi Tamaki and
Shigeo Abe},
title = {Robust Function Approximation Using Fuzzy Rules with Ellipsoidal Regions},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 6},
pages = {529--534},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.859449},
doi = {10.1109/IJCNN.2000.859449},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KubotaTA00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KawarataniA00,
author = {Kota Kawaratani and
Shigeo Abe},
title = {Fast Feature Selection by Analyzing Class Regions Approximated by
Ellipsoids},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {549--554},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861366},
doi = {10.1109/IJCNN.2000.861366},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KawarataniA00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TsuchiyaOA00,
author = {Naoki Tsuchiya and
Seiichi Ozawa and
Shigeo Abe},
title = {Training Three-Layer Neural Network Classifiers by Solving Inequalities},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {555--560},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861367},
doi = {10.1109/IJCNN.2000.861367},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TsuchiyaOA00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AbeTK99,
author = {Shigeo Abe and
Ruck Thawonmas and
Masahiro Kayama},
title = {A fuzzy classifier with ellipsoidal regions for diagnosis problems},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {29},
number = {1},
pages = {140--148},
year = {1999},
url = {https://doi.org/10.1109/5326.740676},
doi = {10.1109/5326.740676},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/AbeTK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ThawonmasA99,
author = {Ruck Thawonmas and
Shigeo Abe},
title = {Function approximation based on fuzzy rules extracted from partitioned
numerical data},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {29},
number = {4},
pages = {525--534},
year = {1999},
url = {https://doi.org/10.1109/3477.775268},
doi = {10.1109/3477.775268},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/ThawonmasA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Abe99,
author = {Shigeo Abe},
title = {Fuzzy function approximators with ellipsoidal regions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {29},
number = {5},
pages = {654--661},
year = {1999},
url = {https://doi.org/10.1109/3477.790450},
doi = {10.1109/3477.790450},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/Abe99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TamakiNA99,
author = {Hisashi Tamaki and
Etsuo Nishino and
Shigeo Abe},
title = {A genetic algorithm approach to multi-objective scheduling problems
with earliness and tardiness penalties},
booktitle = {Proceedings of the 1999 Congress on Evolutionary Computation, {CEC}
1999, Washington, DC, {USA} July 6-9, 1999},
pages = {46--52},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/CEC.1999.781906},
doi = {10.1109/CEC.1999.781906},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TamakiNA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AbeTK98,
author = {Shigeo Abe and
Ruck Thawonmas and
Yoshiki Kobayashi},
title = {Feature selection by analyzing class regions approximated by ellipsoids},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {28},
number = {2},
pages = {282--287},
year = {1998},
url = {https://doi.org/10.1109/5326.669573},
doi = {10.1109/5326.669573},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/AbeTK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Abe98,
author = {Shigeo Abe},
title = {Dynamic cluster generation for a fuzzy classifier with ellipsoidal
regions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {28},
number = {6},
pages = {869--876},
year = {1998},
url = {https://doi.org/10.1109/3477.735397},
doi = {10.1109/3477.735397},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/Abe98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/ThawonmasA98,
author = {Ruck Thawonmas and
Shigeo Abe},
editor = {Lakhmi C. Jain and
R. K. Jain},
title = {Rule acquisition based on hyperbox representation and its applications},
booktitle = {Knowledge-Based Intelligent Electronic Systems, 2nd International
Conference, {KES} 1998, Adelaide, South Australia, 21-23 April 1998,
Proceedings, Part {I}},
pages = {120--125},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/KES.1998.725835},
doi = {10.1109/KES.1998.725835},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/ThawonmasA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Abe98,
author = {Shigeo Abe},
editor = {Lakhmi C. Jain and
R. K. Jain},
title = {Training of a fuzzy classifier with ellipsoidal regions by dynamic
cluster generation},
booktitle = {Knowledge-Based Intelligent Electronic Systems, 2nd International
Conference, {KES} 1998, Adelaide, South Australia, 21-23 April 1998,
Proceedings, Part {I}},
pages = {126--131},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/KES.1998.725836},
doi = {10.1109/KES.1998.725836},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/Abe98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AbeT97,
author = {Shigeo Abe and
Ruck Thawonmas},
title = {A fuzzy classifier with ellipsoidal regions},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {5},
number = {3},
pages = {358--368},
year = {1997},
url = {https://doi.org/10.1109/91.618273},
doi = {10.1109/91.618273},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/AbeT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ThawonmasA97,
author = {Ruck Thawonmas and
Shigeo Abe},
title = {A novel approach to feature selection based on analysis of class regions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {27},
number = {2},
pages = {196--207},
year = {1997},
url = {https://doi.org/10.1109/3477.558798},
doi = {10.1109/3477.558798},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/ThawonmasA97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ThawonmasA97,
author = {Ruck Thawonmas and
Shigeo Abe},
editor = {Nikola K. Kasabov and
Robert Kozma and
Kitty Ko and
Robert O'Shea and
George G. Coghill and
Tom Gedeon},
title = {Function Approximation with Partitioned Ellipsoidal Regions},
booktitle = {Progress in Connectionist-Based Information Systems: Proceedings of
the 1997 International Conference on Neural Information Processing
and Intelligent Information Systems, {ICONIP} 1997, Volume I, Dunedin,
New Zealand, 24-28 November, 1997},
pages = {380--383},
publisher = {Springer},
year = {1997},
timestamp = {Tue, 25 Aug 2020 09:34:51 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ThawonmasA97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AbeLT96,
author = {Shigeo Abe and
Ming{-}Shong Lan and
Ruck Thawonmas},
title = {Tuning of a fuzzy classifier derived from data},
journal = {Int. J. Approx. Reason.},
volume = {14},
number = {1},
pages = {1--24},
year = {1996},
url = {https://doi.org/10.1016/0888-613X(95)00076-S},
doi = {10.1016/0888-613X(95)00076-S},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/AbeLT96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/ThawonmasA96,
author = {Ruck Thawonmas and
Shigeo Abe},
title = {Extraction of Fuzzy Rules for Classification Based on Partitioned
Hyperboxes},
journal = {J. Intell. Fuzzy Syst.},
volume = {4},
number = {3},
pages = {215--226},
year = {1996},
url = {https://doi.org/10.3233/IFS-1996-4304},
doi = {10.3233/IFS-1996-4304},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/ThawonmasA96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scjapan/InoueAK96,
author = {Takeshi Inoue and
Shigeo Abe and
Masahiro Kayama},
title = {{LSI} module placement using the kohonen network},
journal = {Syst. Comput. Jpn.},
volume = {27},
number = {6},
pages = {92--105},
year = {1996},
url = {https://doi.org/10.1002/scj.4690270609},
doi = {10.1002/SCJ.4690270609},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scjapan/InoueAK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Abe96,
author = {Shigeo Abe},
title = {Convergence acceleration of the Hopfield neural network by optimizing
integration step sizes},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {26},
number = {1},
pages = {194--201},
year = {1996},
url = {https://doi.org/10.1109/3477.484454},
doi = {10.1109/3477.484454},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/Abe96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ThawonmasA96,
author = {Ruck Thawonmas and
Shigeo Abe},
title = {A fuzzy classifier based on partitioned hyperboxes},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {1097--1102},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.549051},
doi = {10.1109/ICNN.1996.549051},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ThawonmasA96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AbeL95,
author = {Shigeo Abe and
Ming{-}Shong Lan},
title = {A method for fuzzy rules extraction directly from numerical data and
its application to pattern classification},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {3},
number = {1},
pages = {18--28},
year = {1995},
url = {https://doi.org/10.1109/91.366565},
doi = {10.1109/91.366565},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/AbeL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AbeL95,
author = {Shigeo Abe and
Ming{-}Shong Lan},
title = {Fuzzy rules extraction directly from numerical data for function approximation},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {25},
number = {1},
pages = {119--129},
year = {1995},
url = {https://doi.org/10.1109/21.362960},
doi = {10.1109/21.362960},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/AbeL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/UebeleAL95,
author = {Volkmar Uebele and
Shigeo Abe and
Ming{-}Shong Lan},
title = {A neural-network-based fuzzy classifier},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {25},
number = {2},
pages = {353--361},
year = {1995},
url = {https://doi.org/10.1109/21.364829},
doi = {10.1109/21.364829},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/UebeleAL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ThawonmasA95,
author = {Ruck Thawonmas and
Shigeo Abe},
title = {Feature reduction based on analysis of fuzzy regions},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {2130--2133},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.489007},
doi = {10.1109/ICNN.1995.489007},
timestamp = {Thu, 29 Aug 2019 08:54:05 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ThawonmasA95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Abe95,
author = {Shigeo Abe},
editor = {Trevor P. Martin and
Anca L. Ralescu},
title = {Fuzzy Systems with Learning Capability},
booktitle = {Fuzzy Logic in Artificial Intelligence, Towards Intelligent Systems,
IJCAI'95 Workshop, Montr{\'{e}}al, Canada, August 19-21, 1995,
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1188},
pages = {101--115},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-62474-0\_8},
doi = {10.1007/3-540-62474-0\_8},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Abe95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scjapan/KayamaA94,
author = {Masahiro Kayama and
Shigeo Abe},
title = {Training neural net classifier to improve generalization capability},
journal = {Syst. Comput. Jpn.},
volume = {25},
number = {2},
pages = {101--110},
year = {1994},
url = {https://doi.org/10.1002/scj.4690250210},
doi = {10.1002/SCJ.4690250210},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scjapan/KayamaA94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/AbeKTK93,
author = {Shigeo Abe and
Masahiro Kayama and
Hiroshi Takenaga and
Tadaaki Kitamura},
title = {Extracting algorithms from pattern classification neural networks},
journal = {Neural Networks},
volume = {6},
number = {5},
pages = {729--735},
year = {1993},
url = {https://doi.org/10.1016/S0893-6080(05)80117-0},
doi = {10.1016/S0893-6080(05)80117-0},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/AbeKTK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/AbeKH92,
author = {Shigeo Abe and
Junzo Kawakami and
Kotaro Hirasawa},
title = {Solving inequality constrained combinatorial optimization problems
by the hopfield neural networks},
journal = {Neural Networks},
volume = {5},
number = {4},
pages = {663--670},
year = {1992},
url = {https://doi.org/10.1016/S0893-6080(05)80043-7},
doi = {10.1016/S0893-6080(05)80043-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/AbeKH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe90,
author = {Shigeo Abe},
title = {Learning by parallel forward propagation},
booktitle = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
Diego, CA, USA, June 17-21, 1990},
pages = {99--104},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/IJCNN.1990.137830},
doi = {10.1109/IJCNN.1990.137830},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Abe90a,
author = {Shigeo Abe},
title = {Convergence of the Hopfield neural networks with inequality constraints},
booktitle = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
Diego, CA, USA, June 17-21, 1990},
pages = {869--874},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/IJCNN.1990.137944},
doi = {10.1109/IJCNN.1990.137944},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Abe90a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mva/TakenagaATKKO90,
author = {Hiroshi Takenaga and
Shigeo Abe and
Masao Takatoo and
Masahiro Kayama and
Tadaaki Kitamura and
Yosiyuki Okuyama},
title = {Optimal Input Selection of Neural Networks by Sensitivity Analysis
and Its Application to Image Recognition},
booktitle = {Proceedings of {IAPR} Workshop on Machine Vision Applications, {MVA}
1990, November 28-30, 1990, Kokubunji, Tokyo, Japan},
pages = {117--120},
year = {1990},
url = {http://b2.cvl.iis.u-tokyo.ac.jp/mva/proceedings/CommemorativeDVD/1990/papers/1990117.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mva/TakenagaATKKO90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclp/KurosawaYAB88,
author = {Ken{-}ichi Kurosawa and
S. Yamaguchi and
Shigeo Abe and
Tadaaki Bandoh},
editor = {Robert A. Kowalski and
Kenneth A. Bowen},
title = {Instruction Architecture for a High Performance Integrated Prolog
Processor {IPP}},
booktitle = {Logic Programming, Proceedings of the Fifth International Conference
and Symposium, Seattle, Washington, USA, August 15-19, 1988 {(2} Volumes)},
pages = {1506--1530},
publisher = {{MIT} Press},
year = {1988},
timestamp = {Sat, 23 Jun 2018 18:45:26 +0200},
biburl = {https://dblp.org/rec/conf/iclp/KurosawaYAB88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/AbeBYKK87,
author = {Shigeo Abe and
Tadaaki Bandoh and
S. Yamaguchi and
Ken{-}ichi Kurosawa and
Kaori Kiriyama},
editor = {Daniel C. St. Clair},
title = {High Performance Integrated Prolog Processor {IPP}},
booktitle = {Proceedings of the 14th Annual International Symposium on Computer
Architecture. Pittsburgh, PA, USA, June 1987},
pages = {100--107},
year = {1987},
url = {https://doi.org/10.1145/30350.30362},
doi = {10.1145/30350.30362},
timestamp = {Fri, 09 Jul 2021 15:51:20 +0200},
biburl = {https://dblp.org/rec/conf/isca/AbeBYKK87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compcon/AbeKK86,
author = {Shigeo Abe and
Ken{-}ichi Kurosawa and
Kaori Kiriyama},
title = {A New Optimization Technique for a Prolog Computer},
booktitle = {Spring COMPCON'86, Digest of Papers, Thirty-First {IEEE} Computer
Society International Conference, San Francisco, California, USA,
March 3-6, 1986},
pages = {241--245},
publisher = {{IEEE} Computer Society},
year = {1986},
timestamp = {Wed, 28 Jun 2006 09:47:20 +0200},
biburl = {https://dblp.org/rec/conf/compcon/AbeKK86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compcon/AbeHFBHK82,
author = {Shigeo Abe and
Ryosei Hiraoka and
Yasushi Fukunaga and
Tadaaki Bandoh and
Kotaro Hirasawa and
Yukio Kawamoto},
title = {Preliminary Performance Evaluation of Data Flow Computers},
booktitle = {COMPCON'82, Digest of Papers, Twenty-Fourth {IEEE} Computer Society
International Conference, San Francisco, California, USA, February
22-25, 1982},
pages = {224--227},
publisher = {{IEEE} Computer Society},
year = {1982},
timestamp = {Wed, 25 Apr 2012 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compcon/AbeHFBHK82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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