BibTeX records: Toshihiro Kamishima

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@article{DBLP:journals/datamine/KamishimaAAS18,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Model-based and actual independence for fairness-aware classification},
  journal   = {Data Min. Knowl. Discov.},
  volume    = {32},
  number    = {1},
  pages     = {258--286},
  year      = {2018},
  url       = {https://doi.org/10.1007/s10618-017-0534-x},
  doi       = {10.1007/s10618-017-0534-x},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/datamine/KamishimaAAS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/KamishimaAAS18,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Recommendation Independence},
  booktitle = {Conference on Fairness, Accountability and Transparency, {FAT} 2018,
               23-24 February 2018, New York, NY, {USA}},
  pages     = {187--201},
  year      = {2018},
  crossref  = {DBLP:conf/fat/2018},
  url       = {http://proceedings.mlr.press/v81/kamishima18a.html},
  timestamp = {Fri, 16 Feb 2018 13:49:01 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/fat/KamishimaAAS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KamishimaSE18,
  author    = {Toshihiro Kamishima and
               Pierre{-}Nicolas Schwab and
               Michael D. Ekstrand},
  title     = {2nd {FATREC} workshop: responsible recommendation},
  booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
               2018, Vancouver, BC, Canada, October 2-7, 2018},
  pages     = {516},
  year      = {2018},
  crossref  = {DBLP:conf/recsys/2018},
  url       = {https://doi.org/10.1145/3240323.3240335},
  doi       = {10.1145/3240323.3240335},
  timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/KamishimaSE18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaAAS16,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Issei Sato},
  title     = {Model-Based Approaches for Independence-Enhanced Recommendation},
  booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
               2016, December 12-15, 2016, Barcelona, Spain.},
  pages     = {860--867},
  year      = {2016},
  crossref  = {DBLP:conf/icdm/2016w},
  url       = {https://doi.org/10.1109/ICDMW.2016.0127},
  doi       = {10.1109/ICDMW.2016.0127},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaAAS16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TakahamaKK16,
  author    = {Ryusuke Takahama and
               Toshihiro Kamishima and
               Hisashi Kashima},
  title     = {Progressive Comparison for Ranking Estimation},
  booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
               2016},
  pages     = {3882--3888},
  year      = {2016},
  crossref  = {DBLP:conf/ijcai/2016},
  url       = {http://www.ijcai.org/Abstract/16/546},
  timestamp = {Fri, 15 Jul 2016 15:25:58 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/TakahamaKK16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/FukuchiKS15,
  author    = {Kazuto Fukuchi and
               Toshihiro Kamishima and
               Jun Sakuma},
  title     = {Prediction with Model-Based Neutrality},
  journal   = {{IEICE} Transactions},
  volume    = {98-D},
  number    = {8},
  pages     = {1503--1516},
  year      = {2015},
  url       = {https://doi.org/10.1587/transinf.2014EDP7367},
  doi       = {10.1587/transinf.2014EDP7367},
  timestamp = {Fri, 28 Sep 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ieicet/FukuchiKS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/MoritaSAAKAHK14,
  author    = {Mizuki Morita and
               Masanori Shiro and
               Shotaro Akaho and
               Hideki Asoh and
               Toshihiro Kamishima and
               Eiji Aramaki and
               K{\^{o}}iti Hasida and
               Takahide Kohro},
  title     = {Arresting Treatment Patterns for Individual Patients in Clinical Big
               Data: An Exploratory Procedure},
  booktitle = {2014 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
               USA, March 24-26, 2014},
  year      = {2014},
  crossref  = {DBLP:conf/aaaiss/2014},
  url       = {http://www.aaai.org/ocs/index.php/SSS/SSS14/paper/view/7682},
  timestamp = {Wed, 14 Nov 2018 14:23:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aaaiss/MoritaSAAKAHK14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MatsuiBKK14,
  author    = {Toshiko Matsui and
               Yukino Baba and
               Toshihiro Kamishima and
               Hisashi Kashima},
  title     = {Crowdordering},
  booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
               Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
               Part {II}},
  pages     = {336--347},
  year      = {2014},
  crossref  = {DBLP:conf/pakdd/2014-2},
  url       = {https://doi.org/10.1007/978-3-319-06605-9\_28},
  doi       = {10.1007/978-3-319-06605-9\_28},
  timestamp = {Thu, 25 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/pakdd/MatsuiBKK14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KamishimaAAS14,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Correcting Popularity Bias by Enhancing Recommendation Neutrality},
  booktitle = {Poster Proceedings of the 8th {ACM} Conference on Recommender Systems,
               RecSys 2014, Foster City, Silicon Valley, CA, USA, October 6-10, 2014},
  year      = {2014},
  crossref  = {DBLP:conf/recsys/2014p},
  url       = {http://ceur-ws.org/Vol-1247/recsys14\_poster10.pdf},
  timestamp = {Mon, 30 May 2016 16:28:37 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/KamishimaAAS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/MatsuiBKK13a,
  author    = {Toshiko Matsui and
               Yukino Baba and
               Toshihiro Kamishima and
               Hisashi Kashima},
  title     = {Crowdsourcing Quality Control for Item Ordering Tasks},
  booktitle = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
               Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
               on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
               CA, {USA}},
  year      = {2013},
  crossref  = {DBLP:conf/hcomp/2013w},
  url       = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7504},
  timestamp = {Tue, 17 Dec 2013 21:45:53 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/hcomp/MatsuiBKK13a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaAAS13,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {The Independence of Fairness-Aware Classifiers},
  booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
               Workshops, TX, USA, December 7-10, 2013},
  pages     = {849--858},
  year      = {2013},
  crossref  = {DBLP:conf/icdm/2013w},
  url       = {https://doi.org/10.1109/ICDMW.2013.133},
  doi       = {10.1109/ICDMW.2013.133},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaAAS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multiclust/KamishimaA13,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Absolute and relative clustering},
  booktitle = {Proceedings of the 4th MultiClust Workshop on Multiple Clusterings,
               Multi-view Data, and Multi-source Knowledge-driven Clustering, in
               conjunction with {KDD} 2013, Chicago, IL, USA, August 11, 2013},
  pages     = {6},
  year      = {2013},
  crossref  = {DBLP:conf/multiclust/2013},
  url       = {https://doi.org/10.1145/2501006.2501013},
  doi       = {10.1145/2501006.2501013},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/multiclust/KamishimaA13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FukuchiSK13,
  author    = {Kazuto Fukuchi and
               Jun Sakuma and
               Toshihiro Kamishima},
  title     = {Prediction with Model-Based Neutrality},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
               Proceedings, Part {II}},
  pages     = {499--514},
  year      = {2013},
  crossref  = {DBLP:conf/pkdd/2013-2},
  url       = {https://doi.org/10.1007/978-3-642-40991-2\_32},
  doi       = {10.1007/978-3-642-40991-2\_32},
  timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/FukuchiSK13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KamishimaAAS13,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Efficiency Improvement of Neutrality-Enhanced Recommendation},
  booktitle = {Proceedings of the 3rd Workshop on Human Decision Making in Recommender
               Systems in conjunction with the 7th {ACM} Conference on Recommender
               Systems (RecSys 2013), Hong Kong, China, October 12, 2013.},
  pages     = {1--8},
  year      = {2013},
  crossref  = {DBLP:conf/recsys/2013decisions},
  url       = {http://ceur-ws.org/Vol-1050/paper1.pdf},
  timestamp = {Mon, 25 Sep 2017 10:36:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/KamishimaAAS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaAAS12,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Considerations on Fairness-Aware Data Mining},
  booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
               Workshops, Brussels, Belgium, December 10, 2012},
  pages     = {378--385},
  year      = {2012},
  crossref  = {DBLP:conf/icdm/2012w},
  url       = {https://doi.org/10.1109/ICDMW.2012.101},
  doi       = {10.1109/ICDMW.2012.101},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaAAS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KamishimaAAS12,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Fairness-Aware Classifier with Prejudice Remover Regularizer},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
               Part {II}},
  pages     = {35--50},
  year      = {2012},
  crossref  = {DBLP:conf/pkdd/2012-2},
  url       = {https://doi.org/10.1007/978-3-642-33486-3\_3},
  doi       = {10.1007/978-3-642-33486-3\_3},
  timestamp = {Sat, 24 Nov 2018 11:59:35 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/KamishimaAAS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KamishimaAAS12,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Hideki Asoh and
               Jun Sakuma},
  title     = {Enhancement of the Neutrality in Recommendation},
  booktitle = {Proceedings of the 2nd Workshop on Human Decision Making in Recommender
               Systems, Dublin, Ireland, September 9, 2012},
  pages     = {8--14},
  year      = {2012},
  crossref  = {DBLP:conf/recsys/2012decisions},
  url       = {http://ceur-ws.org/Vol-893/paper2.pdf},
  timestamp = {Mon, 21 Aug 2017 07:26:06 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/KamishimaAAS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaAS11,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho and
               Jun Sakuma},
  title     = {Fairness-aware Learning through Regularization Approach},
  booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
               on, Vancouver, BC, Canada, December 11, 2011},
  pages     = {643--650},
  year      = {2011},
  crossref  = {DBLP:conf/icdm/2011w},
  url       = {https://doi.org/10.1109/ICDMW.2011.83},
  doi       = {10.1109/ICDMW.2011.83},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaAS11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KamishimaA10,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Nantonac collaborative filtering: a model-based approach},
  booktitle = {Proceedings of the 2010 {ACM} Conference on Recommender Systems, RecSys
               2010, Barcelona, Spain, September 26-30, 2010},
  pages     = {273--276},
  year      = {2010},
  crossref  = {DBLP:conf/recsys/2010},
  url       = {https://doi.org/10.1145/1864708.1864765},
  doi       = {10.1145/1864708.1864765},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/KamishimaA10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/KamishimaKA10,
  author    = {Toshihiro Kamishima and
               Hideto Kazawa and
               Shotaro Akaho},
  title     = {A Survey and Empirical Comparison of Object Ranking Methods},
  booktitle = {Preference Learning.},
  pages     = {181--201},
  year      = {2010},
  crossref  = {DBLP:books/daglib/0025729},
  url       = {https://doi.org/10.1007/978-3-642-14125-6\_9},
  doi       = {10.1007/978-3-642-14125-6\_9},
  timestamp = {Fri, 15 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/books/daglib/p/KamishimaKA10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/KamishimaA10,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Dimension Reduction for Object Ranking},
  booktitle = {Preference Learning.},
  pages     = {203--215},
  year      = {2010},
  crossref  = {DBLP:books/daglib/0025729},
  url       = {https://doi.org/10.1007/978-3-642-14125-6\_10},
  doi       = {10.1007/978-3-642-14125-6\_10},
  timestamp = {Fri, 15 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/books/daglib/p/KamishimaA10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaHA09,
  author    = {Toshihiro Kamishima and
               Masahiro Hamasaki and
               Shotaro Akaho},
  title     = {TrBagg: {A} Simple Transfer Learning Method and its Application to
               Personalization in Collaborative Tagging},
  booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
               Miami, Florida, USA, 6-9 December 2009},
  pages     = {219--228},
  year      = {2009},
  crossref  = {DBLP:conf/icdm/2009},
  url       = {https://doi.org/10.1109/ICDM.2009.9},
  doi       = {10.1109/ICDM.2009.9},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaHA09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KamishimaA09,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Efficient Clustering for Orders},
  booktitle = {Mining Complex Data},
  pages     = {261--279},
  year      = {2009},
  crossref  = {DBLP:series/sci/2009-165},
  url       = {https://doi.org/10.1007/978-3-540-88067-7\_15},
  doi       = {10.1007/978-3-540-88067-7\_15},
  timestamp = {Tue, 16 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/series/sci/KamishimaA09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/KamishimaA06,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Supervised ordering by regression combined with Thurstone's model},
  journal   = {Artif. Intell. Rev.},
  volume    = {25},
  number    = {3},
  pages     = {231--246},
  year      = {2006},
  url       = {https://doi.org/10.1007/s10462-007-9050-5},
  doi       = {10.1007/s10462-007-9050-5},
  timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/air/KamishimaA06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaA06a,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Efficient Clustering for Orders},
  booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
               Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages     = {274--278},
  year      = {2006},
  crossref  = {DBLP:conf/icdm/2006w},
  url       = {https://doi.org/10.1109/ICDMW.2006.66},
  doi       = {10.1109/ICDMW.2006.66},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaA06a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaA06,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Dimension Reduction for Supervised Ordering},
  booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
               {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages     = {330--339},
  year      = {2006},
  crossref  = {DBLP:conf/icdm/2006},
  url       = {https://doi.org/10.1109/ICDM.2006.53},
  doi       = {10.1109/ICDM.2006.53},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaA06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaKA05,
  author    = {Toshihiro Kamishima and
               Hideto Kazawa and
               Shotaro Akaho},
  title     = {Supervised Ordering - An Empirical Survey},
  booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
               {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
  pages     = {673--676},
  year      = {2005},
  crossref  = {DBLP:conf/icdm/2005},
  url       = {https://doi.org/10.1109/ICDM.2005.138},
  doi       = {10.1109/ICDM.2005.138},
  timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaKA05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KamishimaKA04,
  author    = {Toshihiro Kamishima and
               Hideto Kazawa and
               Shotaro Akaho},
  title     = {Estimating Attributed Central Orders: An Empirical Comparison},
  booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
               Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
  pages     = {563--565},
  year      = {2004},
  crossref  = {DBLP:conf/ecml/2004},
  url       = {https://doi.org/10.1007/978-3-540-30115-8\_52},
  doi       = {10.1007/978-3-540-30115-8\_52},
  timestamp = {Tue, 30 May 2017 12:57:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ecml/KamishimaKA04},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaA04,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Filling-in Missing Objects in Orders},
  booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
               {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
  pages     = {423--426},
  year      = {2004},
  crossref  = {DBLP:conf/icdm/2004},
  url       = {https://doi.org/10.1109/ICDM.2004.10047},
  doi       = {10.1109/ICDM.2004.10047},
  timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaA04},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KamishimaM03,
  author    = {Toshihiro Kamishima and
               Fumio Motoyoshi},
  title     = {Learning from Cluster Examples},
  journal   = {Machine Learning},
  volume    = {53},
  number    = {3},
  pages     = {199--233},
  year      = {2003},
  url       = {https://doi.org/10.1023/A:1026351106797},
  doi       = {10.1023/A:1026351106797},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/ml/KamishimaM03},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/KamishimaF03,
  author    = {Toshihiro Kamishima and
               Jun Fujiki},
  title     = {Clustering Orders},
  booktitle = {Discovery Science, 6th International Conference, {DS} 2003, Sapporo,
               Japan, October 17-19,2003, Proceedings},
  pages     = {194--207},
  year      = {2003},
  crossref  = {DBLP:conf/dis/2003},
  url       = {https://doi.org/10.1007/978-3-540-39644-4\_17},
  doi       = {10.1007/978-3-540-39644-4\_17},
  timestamp = {Mon, 29 May 2017 16:53:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/dis/KamishimaF03},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Kamishima03,
  author    = {Toshihiro Kamishima},
  title     = {Nantonac collaborative filtering: recommendation based on order responses},
  booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
               - 27, 2003},
  pages     = {583--588},
  year      = {2003},
  crossref  = {DBLP:conf/kdd/2003},
  url       = {https://doi.org/10.1145/956750.956823},
  doi       = {10.1145/956750.956823},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/Kamishima03},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamishimaA02,
  author    = {Toshihiro Kamishima and
               Shotaro Akaho},
  title     = {Learning from Order Examples},
  booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
               {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages     = {645--648},
  year      = {2002},
  crossref  = {DBLP:conf/icdm/2002},
  url       = {https://doi.org/10.1109/ICDM.2002.1184019},
  doi       = {10.1109/ICDM.2002.1184019},
  timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/KamishimaA02},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fat/2018,
  editor    = {Sorelle A. Friedler and
               Christo Wilson},
  title     = {Conference on Fairness, Accountability and Transparency, {FAT} 2018,
               23-24 February 2018, New York, NY, {USA}},
  series    = {Proceedings of Machine Learning Research},
  volume    = {81},
  publisher = {{PMLR}},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v81/},
  timestamp = {Fri, 16 Feb 2018 13:49:01 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/fat/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2018,
  editor    = {Sole Pera and
               Michael D. Ekstrand and
               Xavier Amatriain and
               John O'Donovan},
  title     = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
               2018, Vancouver, BC, Canada, October 2-7, 2018},
  publisher = {{ACM}},
  year      = {2018},
  url       = {http://dl.acm.org/citation.cfm?id=3240323},
  isbn      = {978-1-4503-5901-6},
  timestamp = {Mon, 01 Oct 2018 14:09:58 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016w,
  editor    = {Carlotta Domeniconi and
               Francesco Gullo and
               Francesco Bonchi and
               Josep Domingo{-}Ferrer and
               Ricardo A. Baeza{-}Yates and
               Zhi{-}Hua Zhou and
               Xindong Wu},
  title     = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
               2016, December 12-15, 2016, Barcelona, Spain},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7836069},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2016w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2016,
  editor    = {Subbarao Kambhampati},
  title     = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
               2016},
  publisher = {{IJCAI/AAAI} Press},
  year      = {2016},
  url       = {http://www.ijcai.org/Proceedings/2016},
  isbn      = {978-1-57735-770-4},
  timestamp = {Fri, 15 Jul 2016 15:25:58 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaaiss/2014,
  title     = {2014 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
               USA, March 24-26, 2014},
  publisher = {{AAAI} Press},
  year      = {2014},
  url       = {https://aaai.org/Library/Symposia/springsymposia-library.php},
  timestamp = {Wed, 14 Nov 2018 14:23:12 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aaaiss/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2014-2,
  editor    = {Vincent S. Tseng and
               Tu Bao Ho and
               Zhi{-}Hua Zhou and
               Arbee L. P. Chen and
               Hung{-}Yu Kao},
  title     = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
               Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {8444},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-319-06605-9},
  doi       = {10.1007/978-3-319-06605-9},
  isbn      = {978-3-319-06604-2},
  timestamp = {Thu, 25 May 2017 00:42:25 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/pakdd/2014-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2014p,
  editor    = {Li Chen and
               Jalal Mahmud},
  title     = {Poster Proceedings of the 8th {ACM} Conference on Recommender Systems,
               RecSys 2014, Foster City, Silicon Valley, CA, USA, October 6-10, 2014},
  series    = {{CEUR} Workshop Proceedings},
  volume    = {1247},
  publisher = {CEUR-WS.org},
  year      = {2014},
  url       = {http://ceur-ws.org/Vol-1247},
  urn       = {urn:nbn:de:0074-1247-5},
  timestamp = {Mon, 30 May 2016 16:28:37 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/2014p},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hcomp/2013w,
  title     = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
               Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
               on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
               CA, {USA}},
  series    = {{AAAI} Workshops},
  volume    = {{WS-13-18}},
  publisher = {{AAAI}},
  year      = {2013},
  url       = {http://www.aaai.org/Library/Workshops/ws13-18.php},
  timestamp = {Tue, 17 Dec 2013 21:45:53 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/hcomp/2013w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013w,
  editor    = {Wei Ding and
               Takashi Washio and
               Hui Xiong and
               George Karypis and
               Bhavani M. Thuraisingham and
               Diane J. Cook and
               Xindong Wu},
  title     = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
               Workshops, TX, USA, December 7-10, 2013},
  publisher = {{IEEE} Computer Society},
  year      = {2013},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6732242},
  isbn      = {978-0-7695-5109-8},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2013w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/multiclust/2013,
  editor    = {Ira Assent and
               Carlotta Domeniconi and
               Francesco Gullo and
               Andrea Tagarelli and
               Arthur Zimek},
  title     = {Proceedings of the 4th MultiClust Workshop on Multiple Clusterings,
               Multi-view Data, and Multi-source Knowledge-driven Clustering, in
               conjunction with {KDD} 2013, Chicago, IL, USA, August 11, 2013},
  publisher = {{ACM}},
  year      = {2013},
  url       = {http://dl.acm.org/citation.cfm?id=2501006},
  isbn      = {978-1-4503-2334-5},
  timestamp = {Thu, 19 Sep 2013 18:30:08 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/multiclust/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2013-2,
  editor    = {Hendrik Blockeel and
               Kristian Kersting and
               Siegfried Nijssen and
               Filip Zelezn{\'{y}}},
  title     = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
               Proceedings, Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {8189},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-40991-2},
  doi       = {10.1007/978-3-642-40991-2},
  isbn      = {978-3-642-40990-5},
  timestamp = {Mon, 22 May 2017 17:11:17 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/2013-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2013decisions,
  editor    = {Li Chen and
               Marco de Gemmis and
               Alexander Felfernig and
               Pasquale Lops and
               Francesco Ricci and
               Giovanni Semeraro and
               Martijn C. Willemsen},
  title     = {Proceedings of the 3rd Workshop on Human Decision Making in Recommender
               Systems in conjunction with the 7th {ACM} Conference on Recommender
               Systems (RecSys 2013), Hong Kong, China, October 12, 2013},
  series    = {{CEUR} Workshop Proceedings},
  volume    = {1050},
  publisher = {CEUR-WS.org},
  year      = {2013},
  url       = {http://ceur-ws.org/Vol-1050},
  urn       = {urn:nbn:de:0074-1050-6},
  timestamp = {Mon, 25 Sep 2017 10:36:35 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/2013decisions},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2012w,
  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     = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
               Workshops, Brussels, Belgium, December 10, 2012},
  publisher = {{IEEE} Computer Society},
  year      = {2012},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6403636},
  isbn      = {978-1-4673-5164-5},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2012w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2012-2,
  editor    = {Peter A. Flach and
               Tijl De Bie and
               Nello Cristianini},
  title     = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7524},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-33486-3},
  doi       = {10.1007/978-3-642-33486-3},
  isbn      = {978-3-642-33485-6},
  timestamp = {Sat, 24 Nov 2018 11:59:35 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/2012-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2012decisions,
  editor    = {Marco de Gemmis and
               Alexander Felfernig and
               Pasquale Lops and
               Francesco Ricci and
               Giovanni Semeraro and
               Martijn C. Willemsen},
  title     = {Proceedings of the 2nd Workshop on Human Decision Making in Recommender
               Systems, Dublin, Ireland, September 9, 2012},
  series    = {{CEUR} Workshop Proceedings},
  volume    = {893},
  publisher = {CEUR-WS.org},
  year      = {2012},
  url       = {http://ceur-ws.org/Vol-893},
  urn       = {urn:nbn:de:0074-893-2},
  timestamp = {Mon, 21 Aug 2017 07:26:06 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/2012decisions},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011w,
  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     = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
               on, Vancouver, BC, Canada, December 11, 2011},
  publisher = {{IEEE} Computer Society},
  year      = {2011},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6136510},
  isbn      = {978-0-7695-4409-0},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2011w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2010,
  editor    = {Xavier Amatriain and
               Marc Torrens and
               Paul Resnick and
               Markus Zanker},
  title     = {Proceedings of the 2010 {ACM} Conference on Recommender Systems, RecSys
               2010, Barcelona, Spain, September 26-30, 2010},
  publisher = {{ACM}},
  year      = {2010},
  isbn      = {978-1-60558-906-0},
  timestamp = {Wed, 01 Dec 2010 20:46:21 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/recsys/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0025729,
  editor    = {Johannes F{\"{u}}rnkranz and
               Eyke H{\"{u}}llermeier},
  title     = {Preference Learning},
  publisher = {Springer},
  year      = {2010},
  url       = {https://doi.org/10.1007/978-3-642-14125-6},
  doi       = {10.1007/978-3-642-14125-6},
  isbn      = {978-3-642-14124-9},
  timestamp = {Mon, 29 May 2017 13:41:07 +0200},
  biburl    = {https://dblp.org/rec/bib/books/daglib/0025729},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2009,
  editor    = {Wei Wang and
               Hillol Kargupta and
               Sanjay Ranka and
               Philip S. Yu and
               Xindong Wu},
  title     = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
               Miami, Florida, USA, 6-9 December 2009},
  publisher = {{IEEE} Computer Society},
  year      = {2009},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5360037},
  isbn      = {978-0-7695-3895-2},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2009},
  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 21:10:22 +0100},
  biburl    = {https://dblp.org/rec/bib/series/sci/2009-165},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2006w,
  title     = {Workshops Proceedings of the 6th {IEEE} International Conference on
               Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  publisher = {{IEEE} Computer Society},
  year      = {2006},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4063580},
  isbn      = {0-7695-2702-7},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2006w},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2006,
  title     = {Proceedings of the 6th {IEEE} International Conference on Data Mining
               {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  publisher = {{IEEE} Computer Society},
  year      = {2006},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4053012},
  isbn      = {0-7695-2701-9},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2005,
  title     = {Proceedings of the 5th {IEEE} International Conference on Data Mining
               {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
  publisher = {{IEEE} Computer Society},
  year      = {2005},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=10470},
  isbn      = {0-7695-2278-5},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2004,
  editor    = {Jean{-}Fran{\c{c}}ois Boulicaut and
               Floriana Esposito and
               Fosca Giannotti and
               Dino Pedreschi},
  title     = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
               Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {3201},
  publisher = {Springer},
  year      = {2004},
  url       = {https://doi.org/10.1007/b100702},
  doi       = {10.1007/b100702},
  isbn      = {3-540-23105-6},
  timestamp = {Tue, 30 May 2017 12:57:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ecml/2004},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2004,
  title     = {Proceedings of the 4th {IEEE} International Conference on Data Mining
               {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
  publisher = {{IEEE} Computer Society},
  year      = {2004},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=9681},
  isbn      = {0-7695-2142-8},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2004},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2003,
  editor    = {Gunter Grieser and
               Yuzuru Tanaka and
               Akihiro Yamamoto},
  title     = {Discovery Science, 6th International Conference, {DS} 2003, Sapporo,
               Japan, October 17-19,2003, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {2843},
  publisher = {Springer},
  year      = {2003},
  url       = {https://doi.org/10.1007/b14292},
  doi       = {10.1007/b14292},
  isbn      = {3-540-20293-5},
  timestamp = {Mon, 29 May 2017 16:53:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/dis/2003},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2003,
  editor    = {Lise Getoor and
               Ted E. Senator and
               Pedro M. Domingos and
               Christos Faloutsos},
  title     = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
               - 27, 2003},
  publisher = {{ACM}},
  year      = {2003},
  isbn      = {1-58113-737-0},
  timestamp = {Thu, 07 May 2015 20:04:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/2003},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2002,
  title     = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
               {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  publisher = {{IEEE} Computer Society},
  year      = {2002},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8435},
  isbn      = {0-7695-1754-4},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2002},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
maintained by Schloss Dagstuhl LZI, founded at University of Trier