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ORCIDToshihiro Kamishima
Person information
- affiliation: National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
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2020 – today
- 2024
[c32]Michael D. Ekstrand
, Toshihiro Kamishima, Amifa Raj, Karlijn Dinnissen:
FAccTRec 2024: The 7th Workshop on Responsible Recommendation. RecSys 2024: 1200-1201- 2023
- [i2]Toshihiro Kamishima:
Re-formalization of Individual Fairness. CoRR abs/2309.05521 (2023) - 2022
- [c31]Nasim Sonboli, Toshihiro Kamishima, Amifa Raj, Luca Belli, Robin Burke:
FAccTRec 2022: The 5th Workshop on Responsible Recommendation. RecSys 2022: 686-687 - 2021
- [c30]Toshihiro Kamishima, Shotaro Akaho, Yukino Baba, Hisashi Kashima:
Preliminary Experiments to Examine the Stability of Bias-Aware Techniques. BIAS 2021: 25-35 - [c29]Michael D. Ekstrand, Pierre-Nicolas Schwab, Toshihiro Kamishima, Nasim Sonboli:
FAccTRec 2021: The 4th Workshop on Responsible Recommendation. RecSys 2021: 778-779 - 2020
- [j6]Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Augusto Pizzato:
Multistakeholder recommendation: Survey and research directions. User Model. User Adapt. Interact. 30(1): 127-158 (2020) - [c28]Michael D. Ekstrand, Pierre-Nicolas Schwab, Jean Garcia-Gathright, Toshihiro Kamishima, Nasim Sonboli:
3rd FAccTRec Workshop: Responsible Recommendation. RecSys 2020: 607-608
2010 – 2019
- 2019
- [j5]Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand, Adam Roegiest, Aldo Lipani, Alex Beutel, Ana Lucic, Ana-Andreea Stoica, Anubrata Das, Asia Biega, Bart Voorn, Claudia Hauff, Damiano Spina, David D. Lewis, Douglas W. Oard, Emine Yilmaz, Faegheh Hasibi, Gabriella Kazai, Graham McDonald, Hinda Haned, Iadh Ounis, Ilse van der Linden, Joris Baan, Kamuela N. Lau, Krisztian Balog, Mahmoud F. Sayed, Maria Panteli, Mark Sanderson, Matthew Lease, Preethi Lahoti, Toshihiro Kamishima:
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval. SIGIR Forum 53(2): 20-43 (2019) - [i1]Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Augusto Pizzato:
Beyond Personalization: Research Directions in Multistakeholder Recommendation. CoRR abs/1905.01986 (2019) - 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 - [c26]Toshihiro Kamishima, Pierre-Nicolas Schwab, Michael D. Ekstrand:
2nd FATREC workshop: responsible recommendation. RecSys 2018: 516 - 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
2000 – 2009
- 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
- [j1]Toshihiro Kamishima, Fumio Motoyoshi:
Learning from Cluster Examples. Mach. Learn. 53(3): 199-233 (2003) - [c3]Toshihiro Kamishima, Jun Fujiki:
Clustering Orders. Discovery Science 2003: 194-207 - [c2]Toshihiro Kamishima:
Nantonac collaborative filtering: recommendation based on order responses. KDD 2003: 583-588 - 2002
- [c1]Toshihiro Kamishima, Shotaro Akaho:
Learning from Order Examples. ICDM 2002: 645-648
Coauthor Index
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