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Kamishima Toshihiro  神嶌 敏弘

ORCIDConnect your ORCID iD *help
… Alternative Names

KAMISHIMA Toshihiro  神嶌 敏弘

神嶌 敏弘  カミシマ トシヒロ

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Researcher Number 50356820
Other IDs
External Links
Affiliation (Current) 2025: 横浜国立大学, 大学院工学研究院, 非常勤教員
Affiliation (based on the past Project Information) *help 2024: 横浜国立大学, 大学院工学研究院, 非常勤教員
2017 – 2023: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員
2016: 国立研究開発法人産業技術総合研究所, 人間情報研究部門, 研究員
2015 – 2016: 国立研究開発法人産業技術総合研究所, 人間情報研究部門, 主任研究員
2014: 産業技術総合研究所, ヒューマンライフテクノロジー研究部門, 研究員 … More
2013 – 2014: 独立行政法人産業技術総合研究所, ヒューマンライフテクノロジー研究部門, 研究員
2010 – 2014: 独立行政法人産業技術総合研究所, ヒューマンライフテクノロジー研究部門, 主任研究員
2013: 産業技術総合研究所, ヒューマンライフテクノロジー研究部門, 主任研究員
2009: National Institute of Advanced Industrial Science and Technology, 脳神経情報研究部門, 主任研究員
2007 – 2009: 独立行政法人産業技術総合研究所, 脳神経情報研究部門, 研究員
2004 – 2005: 独立行政法人産業技術総合研究所, 脳神経情報研究部門, 研究員
2003: 独立行政法人産業技術総合研究所, 脳神経情報部門, 研究員
2002: 独立行政法人産業技術総合研究所, 脳神経情報研究部門, 研究員 Less
Review Section/Research Field
Principal Investigator
Intelligent informatics / Basic Section 61030:Intelligent informatics-related / Intelligent informatics
Except Principal Investigator
Intelligent informatics / Intelligent informatics / Statistical science / Intelligent informatics
Keywords
Principal Investigator
データマイニング / 機械学習 / 推薦システム / 公平性 / 公正性 / recommender system / 協調フィルタリング / 因果推論 / AI倫理 / クラウドソーシング … More / トピックモデル / プライバシ / fairness / data mining / machine learning / 行列分解 / フィルターバブル / 統計的独立性 / フィルタバブル / 中立性 / 独立性 / 統計 / transfer learning / 転移学習 / 知識発見とデータマイニング / 欠損値 / 教師あり順序付け / 順立法 / 官能検査 / 順位法 / 順序 … More
Except Principal Investigator
機械学習 / プライバシ / セキュリティ / プライバシー / クラスタリング / 情報幾何 / 予測 / 安全性 / 公正性配慮型データマイニング / 暗号 / 統計的推定 / プライバシーポリシー / 局所差分プライバシー / 差分プライバシー / 公平性 / 人工知能 / 匿名化 / 自己情報コントロール / 差別配慮 / 中立化 / データマイニング / 強化学習 / 循環器・高血圧 / 知識表現 / 統計数学 / 医療・福祉 / 多変量解析 / 個人情報保護 / 推薦システム / 知識発見とデータマイニング / 協調フィルタリング / ベイズ推定 / 次元縮約 / 情報幾何学 / 順序構造 / 組合せ構造 / 組み合わせ構造 / 特異点 / マルコフチェーンモンテカルロ / グラフィカルモデル / 複素ニューラルネット / 学習理論 / 確率モデル Less
  • Research Projects

    (12 results)
  • Research Products

    (118 results)
  • Co-Researchers

    (18 People)
  •  Fairness-aware Machine Learing Based on the Modification of Causal GraphsPrincipal Investigator

    • Principal Investigator
      神嶌 敏弘
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Yokohama National University
      National Institute of Advanced Industrial Science and Technology
  •  The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environmentPrincipal Investigator

    • Principal Investigator
      Kamishima Toshihiro
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Statistical Security of Machine Learning

    • Principal Investigator
      Sakuma Jun
    • Project Period (FY)
      2016 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      University of Tsukuba
  •  Data Transformation that awares Fairness or Neutrality in Data MiningPrincipal Investigator

    • Principal Investigator
      Kamishima Toshihiro
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Establishment of Self-information Control Mechanism for Machine Learning

    • Principal Investigator
      SAKUMA Jun
    • Project Period (FY)
      2013 – 2014
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Intelligent informatics
    • Research Institution
      University of Tsukuba
  •  Data Mining Techniequs that aware social fairnessPrincipal Investigator

    • Principal Investigator
      KAMISHIMA Toshihiro
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Advanced Utilization of Medical Record Data with Relational Probabilistic Models

    • Principal Investigator
      ASOH Hideki
    • Project Period (FY)
      2011 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Statistical science
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  PRIVACY PRESERVING COLLABORATIVE FILTERING BASED ON INFORMATION GEOMETRY

    • Principal Investigator
      AKAHO Shotaro
    • Project Period (FY)
      2010 – 2012
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Solving a start-up problem of recommender systems by employing transfer learningPrincipal Investigator

    • Principal Investigator
      KAMISHIMA Toshihiro
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Information geometrical approach for distribution-integration data analysis

    • Principal Investigator
      AKAHO Shotaro
    • Project Period (FY)
      2007 – 2009
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  嗜好の順位付け応答に基づく協調フィルタリングPrincipal Investigator

    • Principal Investigator
      神嶌 敏弘
    • Project Period (FY)
      2004 – 2005
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  組み合せ構造を持つ確率モデル構築のための学習理論

    • Principal Investigator
      高畠 一哉
    • Project Period (FY)
      2002 – 2004
    • Research Category
      Grant-in-Aid for Exploratory Research
    • Research Field
      Intelligent informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology

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All Journal Article Presentation Book

  • [Book] マスターアルゴリズム 世界を再構築する「究極の機械学習」2021

    • Author(s)
      ペドロ・ドミンゴス、神嶌 敏弘
    • Total Pages
      522
    • Publisher
      講談社
    • ISBN
      9784062192231
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Book] 「機械学習の動向と深層学習の位置づけ」(AI事典第3版)2019

    • Author(s)
      神嶌 敏弘
    • Total Pages
      1
    • Publisher
      近代科学社
    • ISBN
      9784764906044
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Book] 統計的学習の基礎 ―データマイニング・推論・予測―2014

    • Author(s)
      著者:T.Hastie 他,監訳:神嶌 敏弘 他;翻訳:井尻 善久 他
    • Total Pages
      888
    • Publisher
      共立出版
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Book] ビッグデータ・マネジメント --- データサイエンティストのためのデータ利活用技術と事例,3.2.1章2014

    • Author(s)
      神嶌 敏弘
    • Total Pages
      7
    • Publisher
      エヌ・ティー・エス出版
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Book] A Survey and Empirical Comparison of Object Ranking Methods In Preference Learning2010

    • Author(s)
      T. Kamishima and H. Kazawa and S. Akaho
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Book] Preference Learning2010

    • Author(s)
      T.Kamishima, et.al.
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Book] Dimension Reduction for Object Ranking In Preference Learning2010

    • Author(s)
      T. Kamishima and S. Akaho
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Book] Efficient Clustering for Orders In Mining Complex Data2009

    • Author(s)
      T. Kamishima and S. Akaho
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] 私のブックマーク:人工知能と公平性2022

    • Author(s)
      神嶌 敏弘
    • Journal Title

      Journal of the Japanese Society for Artificial Intelligence

      Volume: 37 Issue: 2 Pages: 230-233

    • DOI

      10.11517/jjsai.37.2_230

    • NAID

      130008166467

    • ISSN
      2188-2266, 2435-8614
    • Year and Date
      2022-03-01
    • Language
      Japanese
    • Open Access
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] Preliminary Experiemnts on the Stability of Bias-aware Techniques2021

    • Author(s)
      T. Kamishima, S. Akaho, Y. Baba, and H. Kashima
    • Journal Title

      2nd Int'l Workshop on Algorithmic Bias in Search and Recommendation {Bias 2021}

      Pages: 25-35

    • DOI

      10.1007/978-3-030-78818-6_4

    • ISBN
      9783030788179, 9783030788186
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] Multistakeholder recommendation: Survey and research directions2020

    • Author(s)
      Abdollahpouri Himan、Adomavicius Gediminas、Burke Robin、Guy Ido、Jannach Dietmar、Kamishima Toshihiro、Krasnodebski Jan、Pizzato Luiz
    • Journal Title

      User Modeling and User-Adapted Interaction

      Volume: 30 Issue: 1 Pages: 127-158

    • DOI

      10.1007/s11257-019-09256-1

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] 3nd FAccTRec Workshop: Responsible Recommendation2020

    • Author(s)
      M. D. Ekstrand, P.-N. Schwab, J. Garcia-Gathright, T. Kamishima, and N. Sonboli
    • Journal Title

      Proc. of the 14th ACM Conf. on Recommender Systems

      Pages: 607-608

    • DOI

      10.1145/3383313.3411538

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] 2nd FATREC Workshop: Responsible Recommendation2019

    • Author(s)
      T. Kamishima, P.-N. Schwab, M. D. Ekstrand
    • Journal Title

      Proc. of the 12th ACM Conf. on Recommender Systems

      Volume: なし Pages: 516-516

    • DOI

      10.1145/3240323.3240335

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] 機械学習・データマイニングにおける公平性2019

    • Author(s)
      神嶌 敏弘,小宮山 淳平
    • Journal Title

      人工知能

      Volume: 34 Pages: 196-204

    • NAID

      130007917553

    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] 変わりゆく機械学習と変わらない機械学習2019

    • Author(s)
      神嶌 敏弘
    • Journal Title

      日本物理学会誌

      Volume: 74 Pages: 5-13

    • NAID

      130007677284

    • Open Access
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] 機械学習分野の俯瞰と展望2019

    • Author(s)
      神嶌 敏弘、鹿島 久嗣
    • Journal Title

      人工知能

      Volume: 34 Pages: 905-915

    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] Recommendation Independence2018

    • Author(s)
      T. Kamishima and S. Akaho and H. Asoh and J. Sakuma
    • Journal Title

      Proc. of the Conf. on Fairness, Accountability and Transparency

      Volume: PMLR 81 Pages: 187-201

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Journal Article] Recommendation Independence2018

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
    • Journal Title

      Proceedings of Machine Learning Research

      Volume: 81 Pages: 187-201

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02864
  • [Journal Article] サービスの公平性に配慮したデータ分析技術2018

    • Author(s)
      神嶌 敏弘
    • Journal Title

      情報処理

      Volume: 59 Pages: 433-436

    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Journal Article] Considerations on Recommendation Independence for a Find-Good-Items Task2018

    • Author(s)
      T. Kamishima and S. Akaho
    • Journal Title

      Proc.of the FATREC Workshop on Responsible Recommendation

      Volume: -

    • DOI

      10.18122/b2871w

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Journal Article] Model-Based Approaches for Independence-Enhanced Recommendation2017

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, I. Sato
    • Journal Title

      Proc. of the IEEE 16th Int'l Conf. on Data Mining Workshops

      Volume: - Pages: 860-867

    • DOI

      10.1109/icdmw.2016.0127

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Journal Article] Model-based and actual independence for fairness-aware classification2017

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma
    • Journal Title

      Data Mining and Knowledge Discovery

      Volume: 32 Issue: 1 Pages: 258-286

    • DOI

      10.1007/s10618-017-0534-x

    • NAID

      120007133769

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02864
  • [Journal Article] Absolute and Relative Clustering2013

    • Author(s)
      T. Kamishima and S. Akaho
    • Journal Title

      Proc. of the 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering

      Volume: なし Pages: 1-6

    • DOI

      10.1145/2501006.2501013

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Journal Article] Efficiency Improvement of Neutrality-enhanced Recommendation2013

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, and J. Sakuma
    • Journal Title

      Proc. of the 3rd Workshop on Human Decision Making in Recommender Systems

      Volume: なし

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Journal Article] An Application of Inverse Reinforcement Learning to Medical Records of Diabetes Treatment2013

    • Author(s)
      麻生英樹、城真範、赤穂昭太郎、神嶌敏弘、橋田浩一、荒牧英治、興梠貴英
    • Journal Title

      Proceedings of ECMLPKDD2013 Workshop on Reinforcement Learning with Generalized Feedback

    • URL

      http://www.ke.tu-darmstadt.de/events/PBRL-13/papers/02-Asoh.pdf

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] Efficiency Improvement of Neutrality-Enhanced Recommendation2013

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma
    • Journal Title

      Recsys'13, Human Decision Making

      Volume: Workshop Proceedings Pages: 1-8

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25540094
  • [Journal Article] Modeling Medical Records of Diabetes using Markov Decision Processes2013

    • Author(s)
      Hideki Asoh, Masanori Shiro, Shotaro Akaho, Toshihiro Kamishima, Koiti Hasida, Eiji Aramaki, Takahide Kohro
    • Journal Title

      Proceedings of ICML2013 Workshop on Role of Machine Learning in Transforming Healthcare

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] An Application of Inverse Reinforcement Learning to Medical Records of Diabetes Treatment2013

    • Author(s)
      Hideki Asoh, Masanori Shiro, Shotaro Akaho, Toshihiro Kamishima, Koiti Hasida, Eiji Aramaki, Takahide Kohro
    • Journal Title

      Proceedings of ECMLPKDD 2013 Workshop on Reinforcement Learning with Generalized Feedback

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] The Independence of the Fairness-aware Classifiers2013

    • Author(s)
      神嶌敏弘、赤穂昭太郎、麻生英樹、佐久間淳
    • Journal Title

      Proceedings of the 4th IEEE International Workshop on Privacy Aware Data Mining

      Volume: なし Pages: 849-848

    • DOI

      10.1109/icdmw.2013.133

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043, KAKENHI-PROJECT-24500194
  • [Journal Article] Modeling Medical Records of Diabetes using Markov Decision Processes2013

    • Author(s)
      麻生英樹、城真範、赤穂昭太郎、神嶌敏弘、橋田浩一、荒牧英治、興梠貴英
    • Journal Title

      Proceedings of ICML2013 Workshop on Role of Machine Learning in Transforming Healthcare

    • URL

      https://sites.google.com/site/icmlwhealth/workshop-organization/submissions/mlhealth13_submission_2.pdf

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] Fairness-Aware classifier with prejudice remover regularizer2012

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, J. Sakuma
    • Journal Title

      Proc. of ECMLPKDD (LNCS7524)

      Pages: 35-50

    • Data Source
      KAKENHI-PROJECT-22500142
  • [Journal Article] Considerations on Fairness-aware Data Mining2012

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, J. Sakuma
    • Journal Title

      Proc. of IEEE ICDM Workshops

      Volume: - Pages: 378-385

    • DOI

      10.1109/icdmw.2012.101

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22500142, KAKENHI-PROJECT-23240043
  • [Journal Article] Enhancement of the Neutrality in Recommendation2012

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, and J. Sakuma
    • Journal Title

      Proc. of the 2nd Workshop on Human Decision Making in Recommender Systems

      Volume: なし Pages: 8-14

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Journal Article] Fairness-Aware classifier with prejudice remover regularize2012

    • Author(s)
      Kamishima, T., Akaho, S., Asoh, H., & Sakuma, J.
    • Journal Title

      Proceedings of Machine Learning and Knowledge Discovery in Databases (ECMLPKDD)

      Volume: LNCS7524 Pages: 35-50

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22500142
  • [Journal Article] 報酬と行動を伴う時系列データの強化学習を用いたオフライン分析2012

    • Author(s)
      麻生英樹、興梠貴英、赤穂昭太郎、神嶌敏弘、城真範
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 111巻419号 Pages: 107-112

    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] Fairness-aware Classifier with Prejudice Remover Regularizer2012

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, and J. Sakuma
    • Journal Title

      Proc. of the {ECML PKDD 2012}, Part~{II}

      Volume: なし Pages: 35-50

    • DOI

      10.1007/978-3-642-33486-3_3

    • ISBN
      9783642334856, 9783642334863
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Journal Article] Fairness-aware Learning through Regularization Approach2011

    • Author(s)
      T. Kamishima, S. Akaho, J. Sakuma
    • Journal Title

      Proc. of IEEE ICDM Workshops

      Pages: 643-650

    • DOI

      10.1109/icdmw.2011.83

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22500142, KAKENHI-PROJECT-23240043
  • [Journal Article] Personalized Pricing Recommender System. Multi-Stage Epsilon-Greedy Approach2011

    • Author(s)
      T. Kamishima and S. Akaho
    • Journal Title

      Proc. of the HetRec2011 Workshop

      Pages: 57-64

    • DOI

      10.1145/2039320.2039329

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] Fairness-aware Learning through Regularization Approach2011

    • Author(s)
      神嶌敏弘、赤穂昭太郎、佐久間淳
    • Journal Title

      Proceedings of the 3rd IEEE International Workshop on Privacy Aspects of Data Mining

      Pages: 643-650

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Journal Article] 転移学習2010

    • Author(s)
      神嶌敏弘
    • Journal Title

      人工知能学会誌

      Volume: vol.25, no.4 Pages: 572-580

    • NAID

      110007658045

    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] Nantonac Collaborative Filtering : A Model-Based Approach2010

    • Author(s)
      T. Kamishima and S. Akaho
    • Journal Title

      Proc. of the RecSys2010

      Pages: 273-276

    • DOI

      10.1145/1864708.1864765

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] 解説「転移学習」2010

    • Author(s)
      神嶌敏弘
    • Journal Title

      人工知能学会誌

      Volume: 25 Pages: 572-580

    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] TrBagg : A Simple Transfer Learning Method and Its Application to Personalization in Collaborative Tagging2009

    • Author(s)
      T. Kamishima and M. Hamasaki and S. Akaho
    • Journal Title

      Proc. of the ICDM2009

      Pages: 219-228

    • DOI

      10.1109/icdm.2009.9

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] TrBagg: A Simple Transfer Learning Method and Its Application to Personalization in Collaborative Tagging2009

    • Author(s)
      T.Kamishima, et.Al
    • Journal Title

      Proc of ICDM2009

      Pages: 219-228

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Journal Article] なんとなく協調フィルタリング---複数の順序応答に基づく推薦2005

    • Author(s)
      神嶌敏弘
    • Journal Title

      人工知能学会全国大会(第19回)論文集

    • NAID

      130004653949

    • Data Source
      KAKENHI-PROJECT-16700157
  • [Journal Article] Supervised Ordering --- An Empirical Survey2005

    • Author(s)
      T.Kamishima, H.Kazawa, S.Akaho
    • Journal Title

      Proc.of The 5th IEEE Int'l Conf.on Data Mining

      Pages: 673-676

    • Data Source
      KAKENHI-PROJECT-16700157
  • [Journal Article] Estimating Attributed Central Orders - An Empirical Comparison2004

    • Author(s)
      T.Kamishima, H.Kazawa, S.Akaho
    • Journal Title

      Proc.of The of the 15th European Conf.on Machine Learning

      Pages: 563-565

    • Data Source
      KAKENHI-PROJECT-16700157
  • [Journal Article] Filling-in Missing Objects in Orders2004

    • Author(s)
      H.Kamishima, S.Akaho
    • Journal Title

      Proceedings of The IEEE International Conference on Data Mining

      Pages: 423-426

    • Data Source
      KAKENHI-PROJECT-16700157
  • [Presentation] チュートリアル「機械学習と公平性」2023

    • Author(s)
      神嶌 敏弘
    • Organizer
      第29回画像センシングシンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-23K21700
  • [Presentation] Re-formalization of Individual Fairness2023

    • Author(s)
      Toshihiro Kamishima
    • Organizer
      The 6th FAccTRec Workshop: Responsible Recommendation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21700
  • [Presentation] 形式的公平性規準間の不可能性に関する考察2023

    • Author(s)
      神嶌 敏弘
    • Organizer
      第37回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K21700
  • [Presentation] 基調講演「機械学習と公平性」2022

    • Author(s)
      神嶌 敏弘
    • Organizer
      ソフトウェア科学会 機械学習工学研究会 夏合宿
    • Invited
    • Data Source
      KAKENHI-PROJECT-23K21700
  • [Presentation] チュートリアル「機械学習と公平性」2022

    • Author(s)
      神嶌 敏弘
    • Organizer
      第36回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K21700
  • [Presentation] バイアス考慮型分類器の安定性に関する予備調査2021

    • Author(s)
      神嶌 敏弘, 赤穂 昭太郎, 馬場 雪乃, 鹿島 久嗣
    • Organizer
      人工知能学会全国大会(第35回)
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] 独立性制約下の変換の認知バイアスの補正への適用2020

    • Author(s)
      神嶌 敏弘, 馬場 雪乃, 鹿島 久嗣
    • Organizer
      人工知能学会全国大会(第34回)
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] 機械学習の公平性への取り組み -Fairness-aware data miningを中心に-2019

    • Author(s)
      神嶌 敏弘
    • Organizer
      第33回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] 機械学習における公平性の概要2019

    • Author(s)
      神嶌 敏弘
    • Organizer
      第38回産総研AIセミナー
    • Invited
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] Formal Fairness in Machine Learning2019

    • Author(s)
      T. Kamishima
    • Organizer
      Cybersecurity Cooperation between France and Japan / Intermediate Workshop
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] Recommendation Independence2018

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, and J. Sakuma
    • Organizer
      Conf. on Fairness, Accountability and Transparency
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] 公平ロジスティック回帰での確定的決定則の影響2018

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      人工知能学会全国大会(第32回)
    • Data Source
      KAKENHI-PROJECT-18H03300
  • [Presentation] Considerations on Recommendation Independence for a Find-Good-Items Task2017

    • Author(s)
      T. Kamishima and S. Akaho
    • Organizer
      FATREC Workshop on Responsible Recommendation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] 公平配慮型データマイニング技術の進展2017

    • Author(s)
      神嶌 敏弘
    • Organizer
      人工知能学会全国大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] 後処理による独立性強化型推薦システム2016

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      北九州国際会議場,福岡県北九州市
    • Year and Date
      2016-06-06
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] 情報の独立性を強化したトピックモデル2015

    • Author(s)
      神嶌 敏弘, 赤穂 昭太郎, 佐藤 一誠
    • Organizer
      2015年度 人工知能学会全国大会
    • Place of Presentation
      北海道 函館市
    • Year and Date
      2015-05-30
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] Future Directions of Fairness-aware Data Mining: Recommendation, Causality, and Theoretical Aspects2015

    • Author(s)
      T. Kamishima and K. Fukuchi
    • Organizer
      ICML2015 Workshop: Fairness, Accountability, and Transparency in Machine Learning
    • Place of Presentation
      Lille, France
    • Year and Date
      2015-07-11
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K00327
  • [Presentation] 公正配慮型分類器の公正性に関する分析2014

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      電子情報通信学会 情報論的学習理論と機械学習研究会
    • Place of Presentation
      筑波大学,つくば市
    • Year and Date
      2014-09-01
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] 逆強化学習による医療臨床データの分析2013

    • Author(s)
      麻生英樹、城真範、神嶌敏弘、赤穂昭太郎、興梠貴英
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      北海道大学(札幌市・北海道)
    • Year and Date
      2013-01-24
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 中立性・公正性に配慮したデータ分析2013

    • Author(s)
      神嶌 敏弘
    • Organizer
      2013年度人工知能学会全国大会
    • Place of Presentation
      富山県,富山市,富山国際会議場等
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] Modeling Medical Records of Diabetes using Markov Decision2013

    • Author(s)
      麻生英樹、城真範、赤穂昭太郎、神嶌敏弘、橋田浩一、荒牧英治、興梠貴英
    • Organizer
      ICML2013 Workshop on Role of Machine Learning in Transforming Healthcare
    • Place of Presentation
      Atlanta Marriot Marquies(アトランタ市・アメリカ合衆国)
    • Year and Date
      2013-06-20
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 情報中立推薦での中立性項の改良2013

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      電子情報通信学会 第13回情報論的学習理論と機械学習(IBISML)研究会
    • Place of Presentation
      東京都,早稲田大学 西早稲田キャンパス
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] An Application of Inverse Reinforcement Learning to Medical Records of Diabetes Treatment2013

    • Author(s)
      麻生英樹、城真範、赤穂昭太郎、神嶌敏弘、橋田浩一、荒牧英治、興梠貴英
    • Organizer
      ECMLPKDD2013 Workshop on Reinforcement Learning with Generalized Feedback
    • Place of Presentation
      Congress Centre U.Hajk(プラハ市・チェコ共和国)
    • Year and Date
      2013-09-23
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] The Independence of the Fairness-aware Classifiers2013

    • Author(s)
      神嶌敏弘、赤穂昭太郎、麻生英樹、佐久間淳
    • Organizer
      The 4th IEEE International Workshop on Privacy Aware Data Mining
    • Place of Presentation
      Sheraton Dallas Hotel(ダラス市・アメリカ合衆国)
    • Year and Date
      2013-12-07
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 情報中立推薦システム2012

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      山口市,山口県教育会館他
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] 報酬と行動を伴う時系列データの強化学習を用いたオフライン分析2012

    • Author(s)
      麻生英樹、城真範、神嶌敏弘、赤穂昭太郎、興梠貴英
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      はこだて未来大学(函館市・北海道)
    • Year and Date
      2012-01-27
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 公正・差別配慮型マイニングのサーベイ2012

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      第10回 電子情報通信学会 情報論的学習理論と機械学習研究会
    • Place of Presentation
      東京農工大学小金井キャンパス
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] 公正配慮型学習-正則化によるアプローチ2011

    • Author(s)
      神嶌敏弘,赤穂昭太郎
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      盛岡
    • Year and Date
      2011-06-01
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 差別・公正配慮型マイニングのサーベイ2011

    • Author(s)
      神嶌敏弘
    • Organizer
      研究集会「官庁統計データの公開における諸問題の研究と他分野への応用」
    • Place of Presentation
      東京,統計数理研究所
    • Year and Date
      2011-10-21
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 公正配慮型学習-正則化によるアプローチ2011

    • Author(s)
      神嶌敏弘, 赤穂昭太郎
    • Organizer
      人工知能学会全国大会(第25回)論文集
    • Place of Presentation
      岩手,いわて県民情報交流センター
    • Year and Date
      2011-06-11
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 価格個人化推薦システム2011

    • Author(s)
      神嶌敏弘, 赤穂昭太郎
    • Organizer
      電子情報通信学会Webインテリジェンスとインタラクション研究会
    • Place of Presentation
      大阪,大阪大学中之島センター
    • Year and Date
      2011-11-08
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] Fairness-aware Learning through Regularization Approach2011

    • Author(s)
      神嶌敏弘
    • Organizer
      The 3rd IEEE International Workshop on Privacy Aspects of Data Mining
    • Place of Presentation
      Marriott Pinnacle Downtown(バンクーバー、カナダ)
    • Year and Date
      2011-12-11
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 価格個人化推薦システム2011

    • Author(s)
      神嶌敏弘,赤穂昭太郎
    • Organizer
      電子情報通信学会WI2研究会
    • Place of Presentation
      大阪
    • Year and Date
      2011-11-08
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] カスタム価格設定推薦システム2010

    • Author(s)
      神嶌敏弘,赤穂昭太郎,佐久間淳
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-09
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] カスタム価格設定推薦システム-簡単な実装と予備実験-2010

    • Author(s)
      神嶌敏弘,赤穂昭太郎,佐久間淳
    • Organizer
      電子情報通信学会IBISML研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-06-14
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] カスタム価格設定推薦システム-簡単な実装と予備実験-2010

    • Author(s)
      神嶌敏弘, 他
    • Organizer
      第1回IBISML研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-06-14
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] チュートリアル:推薦システム---機械学習の視点から---2010

    • Author(s)
      神嶌敏弘
    • Organizer
      言語処理学会第16回年次大会
    • Place of Presentation
      東京都
    • Year and Date
      2010-03-08
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] Nantonac Collaborative Filtering : A Model-Based Approach2010

    • Author(s)
      T.Kamishima, et.al.
    • Organizer
      ACM Recommender System 2010
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-09-27
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] チュートリアル:クラスタリングによるデータ分析の手法2010

    • Author(s)
      神嶌敏弘
    • Organizer
      ソフトウェアエンジニアリングシンポジウム2010
    • Place of Presentation
      東洋大学白山キャンパス(東京)
    • Year and Date
      2010-08-31
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] Nantonac Collaboration Filtering - Model Based Approach2010

    • Author(s)
      T. Kamishima, S. Akaho
    • Organizer
      ACM Recommender Systems
    • Place of Presentation
      バルセロナ(スペイン)
    • Data Source
      KAKENHI-PROJECT-22500142
  • [Presentation] Nantonac Collaborative Filtering---Model Based Approach2010

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho
    • Organizer
      ACM Recommender Systems
    • Place of Presentation
      バルセロナ(スペイン)
    • Year and Date
      2010-09-27
    • Data Source
      KAKENHI-PROJECT-22500142
  • [Presentation] カスタム価格設定推薦システム2010

    • Author(s)
      神嶌敏弘, 他
    • Organizer
      第24回人工知能学会全国大会
    • Place of Presentation
      長崎
    • Year and Date
      2010-06-11
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] Invited Talk : Object Ranking2009

    • Author(s)
      T. Kamishima
    • Organizer
      ECMLPKDD 2009 Workshop : Preference Learning
    • Place of Presentation
      Bled, Slovenia
    • Year and Date
      2009-09-11
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 転移学習を利用した集団協調フィルタリング2009

    • Author(s)
      神嶌敏弘, 赤穂昭太郎
    • Organizer
      第23回人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] Object Ranking2009

    • Author(s)
      Toshihiro Kamishima
    • Organizer
      ECML/PKDD2009 Workshop Preference Learning
    • Place of Presentation
      Bled, Slovenia
    • Year and Date
      2009-09-11
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] TrBagg : A simple transfer learning method and its application to personalization in collaborative tagging2009

    • Author(s)
      T.Kamishima, M.Hamasaki, S.Akaho
    • Organizer
      International Conference on Datamining
    • Place of Presentation
      Miami, USA
    • Year and Date
      2009-06-26
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 品質の異なる二つのデータ集合間の転移学習の解析2009

    • Author(s)
      赤穂昭太郎, 神嶌敏弘
    • Organizer
      情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 推薦システムとプライバシ2009

    • Author(s)
      神嶌敏弘
    • Organizer
      研究集会「官庁統計データの公開における諸問題の研究」
    • Place of Presentation
      立川市
    • Year and Date
      2009-10-23
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 転移学習を利用した集団協調フィルタリング2009

    • Author(s)
      神嶌敏弘, 他
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      高松市
    • Year and Date
      2009-06-17
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] 転移学習を利用した集団協調フィルタリング2009

    • Author(s)
      神嶌敏弘,赤穂昭太郎
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      高松
    • Year and Date
      2009-06-17
    • Data Source
      KAKENHI-PROJECT-21500154
  • [Presentation] Personalized Tag Predition Boosted by BaggTaming : A Case Study of the Hatena Bookmark2008

    • Author(s)
      Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho
    • Organizer
      The Third International Workshop on Data-Mining and Statistical Science (DMSS2008)
    • Place of Presentation
      東京
    • Year and Date
      2008-09-26
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 飼いならしを用いた協調タグ付けのタグ予測2008

    • Author(s)
      神嶌敏弘, 濱崎雅弘, 赤穂昭太郎
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      東京
    • Year and Date
      2008-09-08
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] BaggTaming---Learning from Wild and Tame Data2008

    • Author(s)
      Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho
    • Organizer
      ECML/PKDD2008 Workshop : Wikis, Blogs, Bookmarking Tools-Mining the Web 2.0 Workshop
    • Place of Presentation
      ベルギー,アントクール
    • Year and Date
      2008-09-15
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 飼い慣らしを用いた協調タグ付けのタグ予測2008

    • Author(s)
      神嶌敏弘, 濱崎雅弘, 赤穂昭太郎
    • Organizer
      統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] BaggTaming --- Learning from Wild and Tame Data2008

    • Author(s)
      T. Kamishima, M. Hamasaki, S. Akaho
    • Organizer
      ECML/PKDD2008 Workshop: Wikis, Blogs, Bookmarking Tools-Mining the Web 2. 0 Workshop
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 飼い慣らし2008

    • Author(s)
      神嶌敏弘, 濱崎雅弘, 赤穂昭太郎
    • Organizer
      人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 参加システムの嗜好パターンが異なる場合の集団協調フィルタリング2007

    • Author(s)
      神嶌 敏弘, 赤穂 昭太郎
    • Organizer
      人工知能基本問題研究会
    • Place of Presentation
      東京
    • Year and Date
      2007-11-03
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] 参加システムの嗜好パターンが異なる場合の集団協調フィルタリング2007

    • Author(s)
      神嶌敏弘, 赤穂昭太郎
    • Organizer
      人工知能基本問題研究会
    • Data Source
      KAKENHI-PROJECT-19500136
  • [Presentation] The Independence of the Fairness-aware Classifiers

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
    • Organizer
      The 4th IEEE International Workshop on Privacy Aspects of Data Mining
    • Place of Presentation
      Sheraton Dallas Hotel(ダラス市、アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] Modeling Medical Records of Diabetes using Markov Decision Processes

    • Author(s)
      Hideki Asoh, Masanori Shiro, Shotaro Akaho, Toshihiro Kamishima, Koiti Hasida, Eiji Aramaki, Takahide Kohro
    • Organizer
      ICML2013 Workshop on Role of Machine Learning in Transforming Healthcare
    • Place of Presentation
      Atlanta Marriot Marquies(アトランタ市、アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] An Application of Inverse Reinforcement Learning to Medical Records of Diabetes Treatment

    • Author(s)
      Hideki Asoh, Masanori Shiro, Shotaro Akaho, Toshihiro Kamishima, Koiti Hasida, Eiji Aramaki, Takahide Kohro
    • Organizer
      ECMLPKDD 2013 Workshop on Reinforcement Learning with Generalized Feedback
    • Place of Presentation
      Congress Centre U Hajk(プラハ市、チェコ共和国)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 心不全治療薬の予測精度比較による最適分類

    • Author(s)
      城 真範, 森田 瑞樹, 赤穂 昭太郎, 麻生 英樹, 神嶌 敏弘, 荒牧 英治, 橋田 浩一, 興梠 貴英
    • Organizer
      第16回情報論的学習理論ワークショップ
    • Place of Presentation
      東京工業大学蔵前会館(東京都)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] Correcting Popularity Bias by Enhancing Recommendation Neutrality.

    • Author(s)
      Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
    • Organizer
      Poster Proceedings of the 8th ACM Conference on Recommender Systems, RecSys 2014
    • Place of Presentation
      the Crowne Plaza hotel, Foster City, Silicon Valley, CA, USA
    • Year and Date
      2014-10-06 – 2014-10-10
    • Data Source
      KAKENHI-PROJECT-25540094
  • [Presentation] 慢性心疾患における処方パターンを使った状態悪化の抽出

    • Author(s)
      森田 瑞樹, 城 真範, 赤穂 昭太郎, 麻生 英樹, 神嶌 敏弘, 荒牧 英治, 橋田 浩一, 興梠 貴英
    • Organizer
      第16回情報論的学習理論ワークショップ
    • Place of Presentation
      東京工業大学蔵前会館(東京都)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 情報中立推薦システムの高速化

    • Author(s)
      神嶌 敏弘,赤穂 昭太郎,麻生 英樹,佐久間 淳
    • Organizer
      2014年度人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール,松山市
    • Year and Date
      2014-05-12 – 2014-05-15
    • Data Source
      KAKENHI-PROJECT-24500194
  • [Presentation] Analysis of the Drug Prescribing Patterns of Physicians in Patients with both Cardiac and Renal Failure

    • Author(s)
      Mizuki Morita, Masanori Shiro, Shotaro Akaho, Hideki Asoh, Toshihiro Kamishima, Eiji Aramaki, Koiti Hasida, Takahide Kohro
    • Organizer
      生命医薬情報学連合大会
    • Place of Presentation
      タワーホール船堀(東京都)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] 強化学習による心疾患臨床データの分析

    • Author(s)
      城 真範, 神嶌 敏弘, 橋田 浩一, 赤穂 昭太郎, 麻生 英樹, 荒牧 英治, 興梠 貴英
    • Organizer
      2013年度人工知能学会全国大会
    • Place of Presentation
      富山国際会議場(富山県)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] Arresting Treatment Patterns for Individual Patients in Clinical Big Data: An Exploratory Procedure

    • Author(s)
      Mizuki Morita, Masanori Shiro, Shotaro Akaho, Toshihiro Kamishima, Hideki Asoh, Eiji Aramaki, Koiti Hasida, Takahide Kohro
    • Organizer
      AAAI 2014 Spring Symposium: : Big data becomes personal: knowledge into meaning -For better health, wellness and well-being-
    • Place of Presentation
      Stanford University(パロアルト市、アメリカ合衆国)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] Considerations on Fairness-aware Data Mining

    • Author(s)
      Toshihiro Kamishima
    • Organizer
      IEEE ICDM2012 International Workshop on Discrimination and Privacy-Aware Data Mining
    • Place of Presentation
      Sheraton Brussels Hotel (ブリュッセル市、ベルギー)
    • Data Source
      KAKENHI-PROJECT-23240043
  • [Presentation] Correcting Popularity Bias by Enhancing Recommendation Neutrality

    • Author(s)
      T. Kamishima, S. Akaho, H. Asoh, and J. Sakuma
    • Organizer
      The 8th ACM Conference on Recommender Systems
    • Place of Presentation
      Foster City, Calfornia, USA
    • Year and Date
      2014-10-06 – 2014-10-10
    • Data Source
      KAKENHI-PROJECT-24500194
  • 1.  AKAHO Shotaro (40356340)
    # of Collaborated Projects: 7 results
    # of Collaborated Products: 67 results
  • 2.  FUJIKI Jun (10357907)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  SAKUMA Jun (90376963)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 4 results
  • 4.  馬場 雪乃 (40711453)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 3 results
  • 5.  ASOH Hideki (10344194)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 19 results
  • 6.  HASIDA Koiti (00357766)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 13 results
  • 7.  SHIRO Masanori (90357244)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 16 results
  • 8.  KOHRO Takahide (40401046)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 16 results
  • 9.  ARAMAKI Eiji (70401073)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 13 results
  • 10.  高畠 一哉 (10344128)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  新田 徹 (20357726)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  西森 康則 (00357724)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  日野 英逸 (10580079)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  兼村 厚範 (50580297)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  松田 隆宏 (60709492)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  村上 隆夫 (80587981)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 17.  鹿島 久嗣 (80545583)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 18.  黒木 学 (60334512)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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