BibTeX records: Inna Kolyshkina

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@article{DBLP:journals/fdata/KolyshkinaS21,
  author       = {Inna Kolyshkina and
                  Simeon Simoff},
  title        = {Interpretability of Machine Learning Solutions in Public Healthcare:
                  The {CRISP-ML} Approach},
  journal      = {Frontiers Big Data},
  volume       = {4},
  pages        = {660206},
  year         = {2021},
  url          = {https://doi.org/10.3389/fdata.2021.660206},
  doi          = {10.3389/FDATA.2021.660206},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fdata/KolyshkinaS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bigdataconf/KolyshkinaS21,
  author       = {Inna Kolyshkina and
                  Simeon Simoff},
  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        = {The {CRISP-ML} Approach to Handling Causality and Interpretability
                  Issues in Machine Learning},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {2306--2312},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671754},
  doi          = {10.1109/BIGDATA52589.2021.9671754},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KolyshkinaS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ausdm/KolyshkinaS19,
  author       = {Inna Kolyshkina and
                  Simeon Simoff},
  editor       = {Thuc Duy Le and
                  Kok{-}Leong Ong and
                  Yanchang Zhao and
                  Warren H. Jin and
                  Sebastien Wong and
                  Lin Liu and
                  Graham Williams},
  title        = {Interpretability of Machine Learning Solutions in Industrial Decision
                  Engineering},
  booktitle    = {Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide,
                  SA, Australia, December 2-5, 2019, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1127},
  pages        = {156--170},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-981-15-1699-3\_13},
  doi          = {10.1007/978-981-15-1699-3\_13},
  timestamp    = {Thu, 23 Jun 2022 19:58:25 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/KolyshkinaS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/incdm/KolyshkinaS19,
  author       = {Inna Kolyshkina and
                  Simeon Simoff},
  editor       = {Petra Perner},
  title        = {Comprehensibility for Decision Intelligence Engineering},
  booktitle    = {Advances in Data Mining - Applications and Theoretical Aspects, 19th
                  Industrial Conference, {ICDM} 2019, New York, USA, July 17 - July
                  21, 2019, Poster Proceedings},
  pages        = {80--94},
  publisher    = {ibai Publishing},
  year         = {2019},
  timestamp    = {Sat, 21 Aug 2021 13:54:13 +0200},
  biburl       = {https://dblp.org/rec/conf/incdm/KolyshkinaS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icdm/KolyshkinaBT13,
  author       = {Inna Kolyshkina and
                  Marcus Brownlow and
                  Jarrad Taylor},
  editor       = {Wei Ding and
                  Takashi Washio and
                  Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {Improving Every Child's Chance in Life},
  booktitle    = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, TX, USA, December 7-10, 2013},
  pages        = {180--184},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDMW.2013.61},
  doi          = {10.1109/ICDMW.2013.61},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KolyshkinaBT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ausdm/KolyshkinaS07,
  author       = {Inna Kolyshkina and
                  Simeon J. Simoff},
  editor       = {Peter Christen and
                  Paul J. Kennedy and
                  Jiuyong Li and
                  Inna Kolyshkina and
                  Graham J. Williams},
  title        = {Customer Analytics Projects: Addressing Existing Problems with a Process
                  that Leads to Success},
  booktitle    = {Data Mining and Analytics 2007, Proceedings of the Sixth Australasian
                  Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia,
                  December 3-4, 2007, Proceedings},
  series       = {{CRPIT}},
  volume       = {70},
  pages        = {13--19},
  publisher    = {Australian Computer Society},
  year         = {2007},
  url          = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV70Kolyshkina.html},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/KolyshkinaS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/ausdm/2007,
  editor       = {Peter Christen and
                  Paul J. Kennedy and
                  Jiuyong Li and
                  Inna Kolyshkina and
                  Graham J. Williams},
  title        = {Data Mining and Analytics 2007, Proceedings of the Sixth Australasian
                  Data Mining Conference (AusDM 2007), Gold Coast, Queensland, Australia,
                  December 3-4, 2007, Proceedings},
  series       = {{CRPIT}},
  volume       = {70},
  publisher    = {Australian Computer Society},
  year         = {2007},
  isbn         = {978-1-920682-51-4},
  timestamp    = {Mon, 16 Jun 2008 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/2007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:conf/ausdm/KolyshkinaR06,
  author       = {Inna Kolyshkina and
                  Marcel van Rooyen},
  editor       = {Graham J. Williams and
                  Simeon J. Simoff},
  title        = {Text Mining for Insurance Claim Cost Prediction},
  booktitle    = {Data Mining - Theory, Methodology, Techniques, and Applications},
  series       = {Lecture Notes in Computer Science},
  volume       = {3755},
  pages        = {192--202},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11677437\_15},
  doi          = {10.1007/11677437\_15},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/ausdm/KolyshkinaR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ausdm/KolyshkinaB02,
  author       = {Inna Kolyshkina and
                  Richard Brookes},
  editor       = {Simeon J. Simoff and
                  Graham J. Williams and
                  Markus Hegland},
  title        = {Case Study: Modeling Risk in Health Insurance - {A} Data Mining Approach},
  booktitle    = {The 15th Australian Joint Conference on Artificial Intelligence 2002,
                  Proceedings Australasian Data Mining Workshop, Canberra, Australia,
                  3rd December 2002},
  pages        = {13--16},
  publisher    = {University of Technology Sydney, Australia},
  year         = {2002},
  timestamp    = {Thu, 12 Mar 2020 11:34:27 +0100},
  biburl       = {https://dblp.org/rec/conf/ausdm/KolyshkinaB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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