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Toshihiro Kamishima
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Publications
- 2021
- [c30]Toshihiro Kamishima, Shotaro Akaho, Yukino Baba, Hisashi Kashima:
Preliminary Experiments to Examine the Stability of Bias-Aware Techniques. BIAS 2021: 25-35 - 2018
- [j4]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Model-based and actual independence for fairness-aware classification. Data Min. Knowl. Discov. 32(1): 258-286 (2018) - [c27]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Recommendation Independence. FAT 2018: 187-201 - 2016
- [c25]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Issei Sato:
Model-Based Approaches for Independence-Enhanced Recommendation. ICDM Workshops 2016: 860-867 - [c24]Ryusuke Takahama, Toshihiro Kamishima, Hisashi Kashima:
Progressive Comparison for Ranking Estimation. IJCAI 2016: 3882-3888 - 2015
- [j3]Kazuto Fukuchi, Toshihiro Kamishima, Jun Sakuma:
Prediction with Model-Based Neutrality. IEICE Trans. Inf. Syst. 98-D(8): 1503-1516 (2015) - 2014
- [c23]Mizuki Morita, Masanori Shiro, Shotaro Akaho, Hideki Asoh, Toshihiro Kamishima, Eiji Aramaki, Kôiti Hasida, Takahide Kohro:
Arresting Treatment Patterns for Individual Patients in Clinical Big Data: An Exploratory Procedure. AAAI Spring Symposia 2014 - [c22]Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdordering. PAKDD (2) 2014: 336-347 - [c21]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Correcting Popularity Bias by Enhancing Recommendation Neutrality. RecSys Posters 2014 - 2013
- [c20]Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdsourcing Quality Control for Item Ordering Tasks. HCOMP (Works in Progress / Demos) 2013 - [c19]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
The Independence of Fairness-Aware Classifiers. ICDM Workshops 2013: 849-858 - [c18]Toshihiro Kamishima, Shotaro Akaho:
Absolute and relative clustering. MultiClust@KDD 2013: 6 - [c17]Kazuto Fukuchi, Jun Sakuma, Toshihiro Kamishima:
Prediction with Model-Based Neutrality. ECML/PKDD (2) 2013: 499-514 - [c16]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Efficiency Improvement of Neutrality-Enhanced Recommendation. Decisions@RecSys 2013: 1-8 - 2012
- [c15]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Considerations on Fairness-Aware Data Mining. ICDM Workshops 2012: 378-385 - [c14]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Fairness-Aware Classifier with Prejudice Remover Regularizer. ECML/PKDD (2) 2012: 35-50 - [c13]Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Enhancement of the Neutrality in Recommendation. Decisions@RecSys 2012: 8-14 - 2011
- [c12]Toshihiro Kamishima, Shotaro Akaho, Jun Sakuma:
Fairness-aware Learning through Regularization Approach. ICDM Workshops 2011: 643-650 - [c11]Toshihiro Kamishima, Shotaro Akaho:
Personalized pricing recommender system: multi-stage epsilon-greedy approach. HetRec@RecSys 2011: 57-64 - 2010
- [c10]Toshihiro Kamishima, Shotaro Akaho:
Nantonac collaborative filtering: a model-based approach. RecSys 2010: 273-276 - [p3]Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho:
A Survey and Empirical Comparison of Object Ranking Methods. Preference Learning 2010: 181-201 - [p2]Toshihiro Kamishima, Shotaro Akaho:
Dimension Reduction for Object Ranking. Preference Learning 2010: 203-215 - 2009
- [c9]Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho:
TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging. ICDM 2009: 219-228 - [p1]Toshihiro Kamishima, Shotaro Akaho:
Efficient Clustering for Orders. Mining Complex Data 2009: 261-279 - 2006
- [j2]Toshihiro Kamishima, Shotaro Akaho:
Supervised ordering by regression combined with Thurstone's model. Artif. Intell. Rev. 25(3): 231-246 (2006) - [c8]Toshihiro Kamishima, Shotaro Akaho:
Efficient Clustering for Orders. ICDM Workshops 2006: 274-278 - [c7]Toshihiro Kamishima, Shotaro Akaho:
Dimension Reduction for Supervised Ordering. ICDM 2006: 330-339 - 2005
- [c6]Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho:
Supervised Ordering - An Empirical Survey. ICDM 2005: 673-676 - 2004
- [c5]Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho:
Estimating Attributed Central Orders: An Empirical Comparison. ECML 2004: 563-565 - [c4]Toshihiro Kamishima, Shotaro Akaho:
Filling-in Missing Objects in Orders. ICDM 2004: 423-426 - 2003
- [c3]Toshihiro Kamishima, Jun Fujiki:
Clustering Orders. Discovery Science 2003: 194-207 - 2002
- [c1]Toshihiro Kamishima, Shotaro Akaho:
Learning from Order Examples. ICDM 2002: 645-648
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