Kashima Hisashi 鹿島久嗣

… Alternative Names

KASHIMA Hisashi 鹿島久嗣

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Researcher Number	80545583
Other IDs
Affiliation (Current)	2025: 京都大学, 情報学研究科, 教授
Affiliation (based on the past Project Information) *help	2013 – 2024: 京都大学, 情報学研究科, 教授 2014: 京都大学, 大学院情報学研究所, 教授 2012 – 2013: 東京大学, 情報理工学(系)研究科, 准教授 2010 – 2012: 東京大学, 大学院・情報理工学系研究科, 准教授
Review Section/Research Field	Principal Investigator Basic Section 60100:Computational science-related / Basic Section 61030:Intelligent informatics-related / Intelligent informatics / Science and Engineering / Intelligent informatics Except Principal Investigator Broad Section A / Medium-sized Section 61:Human informatics and related fields / Basic Section 61030:Intelligent informatics-related / Science and Engineering / Social systems engineering/Safety system / Intelligent informatics
Keywords	Principal Investigator 機械学習 / 人工知能 / グラフ / グラフ構造データ / データマイニング / マテリアルズインフォマティクス / グラフ深層学習 / 深層学習 / 意思決定 / 因果推論 … More / 機会学習 / 集合知 / クラウドソーシング / ヒューマンコンピュテーション / データサイエンス / 材料科学 / 木 / ネットワーク / 予測 / 関係データ / ネットワークデータ … More Except Principal Investigator 機械学習 / データマイニング / 東京大学マーケットデザインセンター / オークション理論 / マッチング理論 / 実用化 / マーケットデザイン / 実験経済学 / 最適化 / 人工知能 / ゲーム理論 / クラウドソーシング / 公平性 / マテリアルズインフォマティクス / 情報システム / 技術経営 / サプライチェーン / 政策科学 / ネットワーク / 異常検知 / モデル選択 / 潜在的ダイナミックス / 潜在変数モデル / 変化検知 / ビッグデータ / 潜在的ダイナミクス / 情報論的学習理論 Less

機械学習によるマルチスケール物理シミュレーションの高度化Principal Investigator
- Principal Investigator
  
  鹿島久嗣
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for JSPS Fellows
- Review Section
  
  Basic Section 60100:Computational science-related
- Research Institution
  Kyoto University
Advancing Social Science through Market Design and its Practical Implementation
- Principal Investigator
  
  小島武仁
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section A
- Research Institution
  The University of Tokyo
Creation of Incentive Design Science
- Principal Investigator
  
  Yokoo Makoto
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Kyushu University
Machine learning for decision making based on complex structured dataPrincipal Investigator
- Principal Investigator
  
  Kashima Hisashi
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyoto University
The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment
- 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
Development of machine learning methods for materials informatics
- Principal Investigator
  
  Tsuda Koji
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  The University of Tokyo
Machine Learning for Complex-Structured DataPrincipal Investigator
- Principal Investigator
  
  Kashima Hisashi
- Project Period (FY)
  2015 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyoto University
機械学習に基づく材料探索技術の開発Principal Investigator
- Principal Investigator
  
  鹿島久嗣
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  Kyoto University
Information Engineering Approach for Designing Supply Chain
- Principal Investigator
  
  SAKATA Ichiro
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  The University of Tokyo
Study on Information theoretic Learning Theory of Latent Dynamics
- Principal Investigator
  
  Yamanishi Kenji
- Project Period (FY)
  2011 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo
Predictive Machine Learning Methods for Graph-structured DataPrincipal Investigator
- Principal Investigator
  
  KASHIMA Hisashi
- Project Period (FY)
  2010 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyoto University
  The University of Tokyo

[Book] ヒューマンコンピュテーションとクラウドソーシング2016
- Author(s)
  鹿島久嗣, 小山聡, 馬場雪乃
- Total Pages
  128
- Publisher
  講談社
- ISBN
  9784061529137
- Data Source
  KAKENHI-PROJECT-15H01704
[Book] " Augmented Lagrangian Methods for Learning, Selecting, and Combining Features." In J. Suykens, M. Signoretto, & A. Argyriou (editors), Regularization, Optimization, Kernels, and Support Vector Machines2014
- Author(s)
  Ryota Tomioka, Taiji Suzuki, Kohei Hayashi, Hisashi Kashima
- Publisher
  MIT Press
- Data Source
  KAKENHI-PUBLICLY-26106505
[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（ネットワーク分析のための機械学習)2014
- Author(s)
  鹿島久嗣
- Total Pages
  240
- Publisher
  NTS出版
- Data Source
  KAKENHI-PROJECT-23240019
[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～（うち「2.1. ネットワーク分析のための機械学習」を執筆）2014
- Author(s)
  鹿島久嗣
- Total Pages
  356
- Publisher
  NTS
- Data Source
  KAKENHI-PROJECT-22680012
[Book] Pattern Recognition in Bioinformatics, Proceedings of the 7th IAPR International Conference (PRIB 2012), Lecture Notes in Computer Science, Vol.76322012
- Author(s)
  Tetsuo Shibuya, Hisashi Kashima, Jun Sese and Shandar Ahmad (Eds.)
- Total Pages
  278
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-22680012
[Book] Chemoinformatics and Advanced Machine Learning Perspectives : Complex Computational Methods and Collaborative Techniques Chapter 16 : Prediction of Compound-protein Interactions with Machine Learnine Methods(Huma Lodhi and Yoshihiro Yamanishi eds.)2010
- Author(s)
  Yoshihiro Yamanishi, Hisashi Kashima
- Total Pages
  418
- Publisher
  IGI Global
- Data Source
  KAKENHI-PROJECT-22680012
[Book] Chemoinformatics and Advanced Machine Learning Perspectives : Complex Computational Methods and Collaborative Techniques Chapter 1 : Graph Kernels in Chemoinformatics(Huma Lodhi and Yoshihiro Yamanishi eds.)2010
- Author(s)
  Hisashi Kashima, Hiroto Saigo, Masahiro Hattori, Koji Tsuda
- Total Pages
  418
- Publisher
  IGI Global
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] Recovering Population Dynamics from a Single Point Cloud Snapshot2024
- Author(s)
  Yuki Wakai, Koh Takeuchi, Hisashi Kashima
- Journal Title
  
  Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  
  Volume: 28
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Treatment Effect Estimation Under Unknown Interference2024
- Author(s)
  Lin Xiaofeng, Hisashi Kashima
- Journal Title
  
  Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  
  Volume: 28
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Causal Effect Estimation on Hierarchical Spatial Graph Data2023
- Author(s)
  Koh Takeuchi, Ryo Nishida, Hisashi Kashima, Masaki Onishi
- Journal Title
  
  Proceedings of the 29th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
  
  Volume: 23 Pages: 2145-2154
- DOI
  10.1145/3580305.3599269
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Hisashi Kashima. Estimating Treatment Effects Under Heterogeneous Interference2023
- Author(s)
  Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Han Bao, Koh Takeuchi, Hisashi Kashima
- Journal Title
  
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
  
  Volume: LNAI14169 Pages: 576-592
- DOI
  10.1007/978-3-031-43412-9_34
- ISBN
  9783031434112, 9783031434129
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Poincare: Recommending Publication Venues via Treatment Effect Estimation2022
- Author(s)
  Ryoma Sato, Makoto Yamada, Hisashi Kashima
- Journal Title
  
  Journal of Informetrics
  
  Volume: 16 Issue: 2 Pages: 101283-101283
- DOI
  10.1016/j.joi.2022.101283
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-22KJ1703
[Journal Article] 反事実伝播: 介入効果推定のための半教師付き学習2022
- Author(s)
  原田将之介, 鹿島久嗣
- Journal Title
  
  人工知能学会論文誌
  
  Volume: 37
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Bayesian optimization with partially specified queries2022
- Author(s)
  Shogo Hayashi, Junya Honda, Hisashi Kashima
- Journal Title
  
  Machine Learning
  
  Volume: 111 Issue: 3 Pages: 1019-1048
- DOI
  10.1007/s10994-021-06079-3
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-21K11747
[Journal Article] Improving Pairwise Rank Aggregation via Querying for Rank Difference2022
- Author(s)
  Guoxi Zhang, Jiyi Li, Hisashi Kashima
- Journal Title
  
  Proceedings of the IEEE International Conference on Data Science and Advanced Analytics (DSAA)
  
  Volume: 9 Pages: 13-16
- DOI
  10.1109/dsaa54385.2022.10032454
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00609
[Journal Article] Constant Time Graph Neural Networks2022
- Author(s)
  Ryoma Sato, Makoto Yamada, Hisashi Kashima
- Journal Title
  
  ACM Transactions on Knowledge Discovery from Data (TKDD)
  
  Volume: 16 Issue: 5 Pages: 1-31
- DOI
  10.1145/3502733
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-22KJ1703
[Journal Article] InfoCEVAE: Treatment Effect Estimation with Hidden Confounding Variables Matching2022
- Author(s)
  Shonosuke Harada, Hisashi Kashima
- Journal Title
  
  Machine Learning
  
  Volume: 2 Issue: 4 Pages: 1-19
- DOI
  10.1007/s10994-022-06246-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-21J14882
[Journal Article] Chemical Property Prediction Under Experimental Biases2022
- Author(s)
  Yang Liu, Hisashi Kashima
- Journal Title
  
  Scientific Reports
  
  Volume: 8206 Issue: 1
- DOI
  10.1038/s41598-022-12116-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Improving imbalanced classification using near-miss instances2022
- Author(s)
  Tanimoto Akira、Yamada So、Takenouchi Takashi、Sugiyama Masashi、Kashima Hisashi
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 201 Pages: 117130-117130
- DOI
  10.1016/j.eswa.2022.117130
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K03753, KAKENHI-PROJECT-20H04244
[Journal Article] GraphITE: Estimating Individual Effects of Graph-structured Treatments2022
- Author(s)
  原田将之介, 鹿島久嗣
- Journal Title
  
  Transactions of the Japanese Society for Artificial Intelligence
  
  Volume: 37 Issue: 6 Pages: D-M73_1-11
- DOI
  10.1527/tjsai.37-2_D-M73
- ISSN
  1346-0714, 1346-8030
- Year and Date
  2022-11-01
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-21J14882
[Journal Article] Label Aggregation for?Crowdsourced Triplet Similarity Comparisons2021
- Author(s)
  Li Jiyi、Endo Lucas Ryo、Kashima Hisashi
- Journal Title
  
  Proceedings of the International Conference on Neural Information Processing
  
  Volume: - Pages: 176-185
- DOI
  10.1007/978-3-030-92310-5_21
- ISBN
  9783030923099, 9783030923105
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00609
[Journal Article] Inter-domain Multi-relational Link Prediction2021
- Author(s)
  Luu Huu Phuc, Koh Takeuchi, Seiji Okajima, Arseny Tolmachev, Tomoyoshi Takebayashi, Koji Maruhashi, Hisashi Kashima
- Journal Title
  
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD),
  
  Volume: LNAI12979 Pages: 285-301
- DOI
  10.1007/978-3-030-86520-7_18
- ISBN
  9783030865191, 9783030865207
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Crowdsourcing Evaluation of Saliency-Based XAI Methods2021
- Author(s)
  Lu Xiaotian, Arseny Tolmachev, Tatsuya Yamamoto, Koh Takeuchi, Seiji Okajima, Tomoyoshi Takebayashi, Koji Maruhashi, Hisashi Kashima
- Journal Title
  
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD),
  
  Volume: LNAI12979 Pages: 431-446
- DOI
  10.1007/978-3-030-86517-7_27
- ISBN
  9783030865160, 9783030865177
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Regret Minimization for Causal Inference on Large Treatment Space2021
- Author(s)
  Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima
- Journal Title
  
  Proceedings of The 24th International Conference on Artificial Intelligence and Statistics (AISTATS)
  
  Volume: PMLR130 Pages: 946-954
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[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] Predicting Anesthetic Infusion Events Using Machine Learning2021
- Author(s)
  Naoki Miyaguchi, Koh Takeuchi, Hisashi Kashima, Mizuki Morita, Hiroshi Morimatsu
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1
- DOI
  10.1038/s41598-021-03112-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Causal Combinatorial Factorization Machines for Set-wise Recommendation2021
- Author(s)
  Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima
- Journal Title
  
  Proceedings of the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  
  Volume: LNAI12713 Pages: 498-509
- DOI
  10.1007/978-3-030-75765-6_40
- ISBN
  9783030757649, 9783030757656
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Learning to Rank for Multi-step Ahead Time-Series Forecasting2021
- Author(s)
  Jiuding Duan, Hisashi Kashima
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 49372-49386
- DOI
  10.1109/access.2021.3068895
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference.2021
- Author(s)
  Koh Takeuchi, Ryo Nishida, Hisashi Kashima, Masaki Onishi
- Journal Title
  
  Proceedings of 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021)
  
  Volume: - Pages: 1290-1298
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H00609
[Journal Article] Random Features Strengthen Graph Neural Networks2021
- Author(s)
  Ryoma Sato, Makoto Yamada, Hisashi Kashima
- Journal Title
  
  Proceedings of SIAM International Conference on Data Mining (SDM)
  
  Volume: - Pages: 333-341
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference2021
- Author(s)
  Koh Takeuchi, Ryo Nishida, Hisashi Kashima, Masaki Onishi
- Journal Title
  
  Proceedings of International Conference on Autonomous Agents and Multiagent Systems (AAMAS)
  
  Volume: - Pages: 1290-1298
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H00609
[Journal Article] GraphITE: Estimating Individual Effects of Graph-structured Treatments2021
- Author(s)
  Shonosuke Harada, Hisashi Kashima
- Journal Title
  
  Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM)
  
  Volume: 30 Pages: 659-668
- DOI
  10.1145/3459637.3482349
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244
[Journal Article] DDBJ Data Analysis Challenge: a machine learning competition to predict <i>Arabidopsis</i> chromatin feature annotations from DNA sequences2020
- Author(s)
  Eli Kaminuma, Yukino Baba, Masahiro Mochizuki, Hirotaka Matsumoto, Haruka Ozaki, Toshitsugu Okayama, Takuya Kato, Shinya Oki, Takatomo Fujisawa, Yasukazu Nakamura, Masanori Arita, Osamu Ogasawara, Hisashi Kashima, Toshihisa Takagi
- Journal Title
  
  Genes Genet. Syst.
  
  Volume: 95 Issue: 1 Pages: 43-50
- DOI
  10.1266/ggs.19-00034
- NAID
  130007834264
- ISSN
  1341-7568, 1880-5779
- Year and Date
  2020-02-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704, KAKENHI-PROJECT-18KT0024, KAKENHI-PROJECT-18H03580, KAKENHI-PROJECT-19H03424
[Journal Article] Synthetic Accessibility Assessment Using Auxiliary Responses2020
- Author(s)
  Shun Ito, Yukino Baba, Tetsu Isomura, Hisashi Kashima
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 145 Pages: 113106-113106
- DOI
  10.1016/j.eswa.2019.113106
- NAID
  130007422124
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H01704, KAKENHI-PROJECT-18H03580
[Journal Article] Dual graph convolutional neural network for predicting chemical networks2020
- Author(s)
  Harada Shonosuke、Akita Hirotaka、Tsubaki Masashi、Baba Yukino、Takigawa Ichigaku、Yamanishi Yoshihiro、Kashima Hisashi
- Journal Title
  
  BMC Bioinformatics
  
  Volume: 21 Issue: S3 Pages: 1-13
- DOI
  10.1186/s12859-020-3378-0
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05711, KAKENHI-PROJECT-15H01704, KAKENHI-PROJECT-17H01783, KAKENHI-PROJECT-17K19953
[Journal Article] 超問題：専門知識を要するクラウドソーシングタスクの回答統合法2019
- Author(s)
  Jiyi Li, 馬場雪乃, 鹿島久嗣
- Journal Title
  
  日本データベース学会和文論文誌
  
  Volume: 17-J Pages: 1-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704
[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] Wisdom of Crowds for Synthetic Accessibility Evaluation2018
- Author(s)
  Yukino Baba, Tetsu Isomura, Hisashi Kashima
- Journal Title
  
  Journal of Molecular Graphics and Modelling
  
  Volume: 80 Pages: 217-223
- DOI
  10.1016/j.jmgm.2018.01.011
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds2018
- Author(s)
  Seko, A, Hayashi, H, Kashima, H and Tanaka, I
- Journal Title
  
  PHYSICAL REVIEW MATERIALS
  
  Volume: 2-1 Issue: 1 Pages: 013805-013805
- DOI
  10.1103/physrevmaterials.2.013805
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25106005, KAKENHI-PROJECT-15H01704
[Journal Article] Link Prediction in Sparse Networks by Incidence Matrix Factorization2017
- Author(s)
  Sho Yokoi, Hiroshi Kajino, Hisashi Kashima
- Journal Title
  
  Journal of Information Processing
  
  Volume: 25 Issue: 0 Pages: 477-485
- DOI
  10.2197/ipsjjip.25.477
- NAID
  130005775578
- ISSN
  1882-6652
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Learning to Enumerate2016
- Author(s)
  Patrick Joeger, Yukino Baba, Hisashi Kashima
- Journal Title
  
  Proceedings of the 25th International Conference on Artificial Neural Networks (ICANN)
  
  Volume: 1 Pages: 453-460
- DOI
  10.1007/978-3-319-44778-0_53
- ISBN
  9783319447773, 9783319447780
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H00736
[Journal Article] Participation Recommendation System for Crowdsourcing Contests2016
- Author(s)
  Yukino Baba, Kei Kinoshita, Hisashi Kashima
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 58 Pages: 174-183
- DOI
  10.1016/j.eswa.2016.04.010
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Quality Control for Crowdsourced Enumeration2016
- Author(s)
  梶村俊介, 馬場雪乃, 梶野洸, 鹿島久嗣
- Journal Title
  
  Transactions of the Japanese Society for Artificial Intelligence
  
  Volume: 31 Issue: 2 Pages: K-F79_1-9
- DOI
  10.1527/tjsai.K-F79
- NAID
  130005126838
- ISSN
  1346-0714, 1346-8030
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23240019, KAKENHI-PROJECT-15H01704
[Journal Article] Crowdsourcing Chart Digitizer: Task Design and Quality Control for Making Legacy Open Data Machine-Readable2016
- Author(s)
  Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima
- Journal Title
  
  International Journal of Data Science and Analytics
  
  Volume: 2 Pages: 45-60
- NAID
  120006366497
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Budgeted Stream-based Active Learning via Adaptive Submodular Maximization2016
- Author(s)
  Kaito Fujii, Hisashi Kashima
- Journal Title
  
  Advances in Neural Information Processing Systems (NIPS)
  
  Volume: 1 Pages: 514-522
- NAID
  40021033042
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-16H00736
[Journal Article] From One Star to Three Stars: Upgrading Legacy Open Data Using Crowdsourcing2015
- Author(s)
  Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima
- Journal Title
  
  Proceedings of the 2015 International Conference on Data Science and Advanced Analytics (DSAA)
  
  Volume: 1 Pages: 1-9
- DOI
  10.1109/dsaa.2015.7344801
- NAID
  120006661421
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Quality Control for Crowdsourced Hierarchical Classification2015
- Author(s)
  Naoki Otani, Yukino Baba, Hisashi Kashima
- Journal Title
  
  Proceedings of the 2015 IEEE International Conference on Data Mining (ICDM)
  
  Volume: 1 Pages: 937-942
- DOI
  10.1016/j.eswa.2016.04.009
- NAID
  40020497463
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem2015
- Author(s)
  Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa
- Journal Title
  
  Proceedings of the 28nd Annual Conference on Learning Theory (COLT)
  
  Volume: 28 Pages: 1141-1154
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106505
[Journal Article] Quality Control for Crowdsourced POI Collection2015
- Author(s)
  Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima
- Journal Title
  
  Proceedings of the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
  
  Volume: 1 Pages: 255-267
- DOI
  10.1007/978-3-319-18032-8_20
- ISBN
  9783319180311, 9783319180328
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H01704
[Journal Article] Machine Learning for Relational Data2015
- Author(s)
  鹿島久嗣
- Journal Title
  
  Journal of the Robotics Society of Japan
  
  Volume: 33 Issue: 2 Pages: 72-76
- DOI
  10.7210/jrsj.33.72
- NAID
  130005065126
- ISSN
  0289-1824, 1884-7145
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] Simultaneous Higher-order Relation Prediction via Collective Incidence Matrix Embedding2015
- Author(s)
  則のぞみ，ボレガラダヌシカ，鹿島久嗣
- Journal Title
  
  Transactions of the Japanese Society for Artificial Intelligence
  
  Volume: 30 Issue: 2 Pages: 459-465
- DOI
  10.1527/tjsai.30.459
- NAID
  130004927392
- ISSN
  1346-0714, 1346-8030
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-14J09329, KAKENHI-PROJECT-24310109, KAKENHI-PROJECT-15H01704
[Journal Article] Quantum Energy Prediction using Graph Kernel2015
- Author(s)
  Jiuding Duan, Atsuto Seko, Hisashi Kashima
- Journal Title
  
  Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC)
  
  Volume: 1 Pages: 1651-1656
- DOI
  10.1109/smc.2015.291
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26106505
[Journal Article] Fast Iterative Mining Using Sparsity -inducing Loss Functions2013
- Author(s)
  Hiroto Saigo, Hisashi Kashima,and Koji Tsuda
- Journal Title
  
  IEICE Transaction on Information and Systems,
  
  Volume: E-96-D(8) Pages: 1766-1773
- NAID
  130003370958
- Data Source
  KAKENHI-PROJECT-24310109
[Journal Article] Machine Learning Approach for Finding Business Partners and Building Reciprocal Relationships2012
- Author(s)
  J. Mori, Y. Kajikawa, H. Kashima, and I. Sakata
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 12 Issue: 12 Pages: 10402-10407
- DOI
  10.1016/j.eswa.2012.01.202
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24310109
[Journal Article] 部分パスに基づいた木カーネル2011
- Author(s)
  木村大翼, 久保山哲二, 渋谷哲朗, 鹿島久嗣
- Journal Title
  
  人工知能学会論文誌
  
  Volume: Vol.26,No.3 Pages: 473-482
- NAID
  130000674850
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] Protein Complex Prediction via Verifying and Reconstructing the Topology of Domain-domain Interactions2010
- Author(s)
  Yosuke Ozawa, Rintaro Saito, Shigeo Fujimori, Hisashi Kashima, Masamichi Ishizaka, Hiroshi Yanagawa, Etsuko Miyamoto-Sato, Masaru Tomita
- Journal Title
  
  BMC Bioinformatics
  
  Volume: Vol.11,No.350 Pages: 1-12
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] Prediction of Protein-ligand Binding Affinities Using Multiple Instance Learning2010
- Author(s)
  Reiji Teramoto, Hisashi Kashima
- Journal Title
  
  Journal of Molecular Graphics and Modelling
  
  Volume: Vol.29,No.3 Pages: 492-497
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] グラフとネットワークの構造データマイニング2010
- Author(s)
  鹿島久嗣
- Journal Title
  
  電子情報通信学会誌
  
  Volume: Vol.93,No.9 Pages: 797-802
- NAID
  110007701215
- Data Source
  KAKENHI-PROJECT-22680012
[Journal Article] Cartesian Kernel : An Efficient Alternative to the Pairwise Kernel2010
- Author(s)
  Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda
- Journal Title
  
  IEICE Transaction on Information and Systems
  
  Volume: ol.E93-D,No.10 Pages: 2672-2679
- NAID
  10027640920
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 深層学習によるダブルオークション設計2023
- Author(s)
  末原剛志, 竹内孝, 鹿島久嗣, 小山聡, 櫻井祐子, 横尾真
- Organizer
  第37回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20H00609
[Presentation] Multi-Scale Modeling of Plasticity with Machine Learning Algorithms2023
- Author(s)
  Armand BARBOT, Hisashi KASHIMA, Riccardo GATTI
- Organizer
  MRM 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KF0210
[Presentation] Multi-Scale Modeling of Plasticity with Machine Learning Algorithms2023
- Author(s)
  Armand BARBOT, Hisashi KASHIMA, Riccardo GATTI
- Organizer
  MRS Fall Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KF0210
[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] Learning to Sample Hard Instances for Graph Algorithms.2019
- Author(s)
  Ryoma Sato, Makoto Yamada, Hisashi Kashima
- Organizer
  11th Asian Conference on Machine Learning (ACML)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] CrowNN: Human-in-the-loop Network with Crowd Crowd-generated Inputs2019
- Author(s)
  Yusuke Sakata, Yukino Baba, Hisashi Kashima, Hisashi Kashima
- Organizer
  44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Active Change-Point Detection2019
- Author(s)
  Shogo Hayashi, Yoshinobu Kawahara, Hisashi Kashima
- Organizer
  11th Asian Conference on Machine Learning (ACML)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Interdependence Model for Multi-label Classification2019
- Author(s)
  Kosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima
- Organizer
  28th International Conference on Artificial Neural Networks (ICANN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Theoretical Evidence for Adversarial Robustness Through Randomization2019
- Author(s)
  Rafael Pinot, Laurent Meunier, Alexandre Araujo, Hisashi Kashima, Florian Yger, Cedric Gouy-Pailler, Jamal Atif
- Organizer
  Advances in Neural Information Processing Systems (NeurIPS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Long-Term Prediction of Small Time-Series Data Using Generalized Distillation2019
- Author(s)
  Shogo Hayashi, Akira Tanimoto, Hisashi Kashima
- Organizer
  International Joint Conference on Neural Networks (IJCNN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Approximation Ratios of Graph Neural Networks for Combinatorial Problems2019
- Author(s)
  Ryoma Sato, Makoto Yamada, Hisashi Kashima
- Organizer
  Advances in Neural Information Processing Systems (NeurIPS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Probabilistic Modeling of Peer Correction and Peer Assessment2019
- Author(s)
  Takeru Sunahase, Yukino Baba, Hisashi Kashima
- Organizer
  12th International Conference on Educational Data Mining (EDM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] On Reducing Dimensionality of Labeled Data Efficiently2018
- Author(s)
  Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima
- Organizer
  Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Simultaneous Clustering and Ranking from Pairwise Comparisons2018
- Author(s)
  Jiyi Li, Yukino Baba, Hisashi Kashima
- Organizer
  Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] BayesGrad: Explaining Predictions of Graph Convolutional Networks2018
- Author(s)
  Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima
- Organizer
  Proceedings of the 25th International Conference on Neural Information Processing (ICONIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Short-term Precipitation Prediction with Skip-connected PredNet2018
- Author(s)
  Ryoma Sato, Takehiro Yamamoto, Hisashi Kashima
- Organizer
  Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Incorporating Worker Similarity for Label Aggregation in Crowdsourcing2018
- Author(s)
  Jiyi Li, Hisashi Kashima
- Organizer
  Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges2018
- Author(s)
  Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
- Organizer
  Proceedings of the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Quality Control for Crowdsourced Multi-Label Classification using RAkEL2017
- Author(s)
  Kosuke Yoshimura, Yukino Baba and Hisashi Kashima
- Organizer
  Proceeding of the 24th International Conference on Neural Information Processing (ICONIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process2017
- Author(s)
  Takeru Sunahase, Yukino Baba, Hisashi Kashima
- Organizer
  Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] A Generalized Model for Multidimensional Intransitivity2017
- Author(s)
  Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima
- Organizer
  Proceedings of the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Robust Multi-view Topic Modeling by Incorporating Detecting Anomalies2017
- Author(s)
  Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima
- Organizer
  Proceeding of the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing2017
- Author(s)
  Jiyi Li, Yukino Baba, Hisashi Kashima
- Organizer
  Proceeding of the 26th ACM International Conference on Information and Knowledge Management (CIKM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Distributed Multi-task Learning for Sensor Network2017
- Author(s)
  Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa
- Organizer
  roceeding of the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Link Prediction by Incidence Matrix Factorisation2016
- Author(s)
  Sho Yokoi, Hiroshi Kajino, Hisashi Kashima
- Organizer
  Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] クラウドソーシングにおけるプライバシ保護タスク割り当て.2015
- Author(s)
  梶野洸, 荒井ひろみ, 佐久間淳, 鹿島久嗣
- Organizer
  人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学(北海道・函館市)
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] 接続行列分解による関係予測2015
- Author(s)
  横井祥, 梶野洸, 鹿島久嗣
- Organizer
  人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学(北海道・函館市)
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] 漸進比較法によるランキング推定2015
- Author(s)
  高濱隆輔, 神嶌敏弘, 鹿島久嗣
- Organizer
  人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学(北海道・函館市)
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] Quality Control for Crowdsourced POI Collection2015
- Author(s)
  Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima.
- Organizer
  the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- Place of Presentation
  Ho Chi Minh City, Vietnum
- Year and Date
  2015-05-19
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23240019
[Presentation] クラウドソーシングにおける階層的分類タスクの品質管理手法2015
- Author(s)
  大谷直樹, 馬場雪乃, 鹿島久嗣
- Organizer
  人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学(北海道・函館市)
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] コンテスト型クラウドソーシングにおける勝敗予測.2015
- Author(s)
  馬場雪乃, 木下慶, 鹿島久嗣
- Organizer
  人工知能学会全国大会
- Place of Presentation
  公立はこだて未来大学(北海道・函館市)
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-15H01704
[Presentation] 接続行列分解による関係予測2015
- Author(s)
  横井祥, 梶野洸, 鹿島久嗣
- Organizer
  2015年度人工知能学会全国大会（第29回）
- Place of Presentation
  函館市、北海道、はこだて未来大学
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-23240019
[Presentation] Learning an accurate entity resolution model from crowdsourced labels2014
- Author(s)
  Jingjing Wang, Satoshi Oyama, Masahito Kurihara, Hisashi Kashima:
- Organizer
  The 8th International Conference on Ubiquitous Information Management and Communication
- Place of Presentation
  Siem Reap, Cambodia, USA
- Data Source
  KAKENHI-PROJECT-23240019
[Presentation] A Label Completion Approach to Crowd Approximation2014
- Author(s)
  Toshihiro Watanabe, Hisashi Kashima
- Organizer
  The 21st International Conference on Neural Information Processing (ICONIP)
- Place of Presentation
  Sarawak, Malaysia
- Year and Date
  2014-11-04
- Data Source
  KAKENHI-PROJECT-24310109
[Presentation] Matrix Factorization with Aggregated Observations2013
- Author(s)
  Yoshifumi Aimoto and Hisashi Kashima
- Organizer
  The 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- Place of Presentation
  Gold Coast, Australia
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 広がる機械学習の応用2012
- Author(s)
  鹿島久嗣
- Organizer
  情報処理学会東海支部講演会
- Place of Presentation
  名古屋(招待講演)
- Year and Date
  2012-01-10
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 上位カテゴリにおける観測データが与えられる場合の行列およびテンソル分解法2012
- Author(s)
  相本佳史, 鹿島久嗣
- 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
  東京
- Year and Date
  2012-03-12
- Data Source
  KAKENHI-PROJECT-23240019
[Presentation] Hash-based Structural Similarity for Semi-supervised Learning on Attribute Graphs2012
- Author(s)
  Shohei Hido and Hisashi Kashima
- Organizer
  The 23rd International Conference on Pattern Recognition (ICPR)
- Place of Presentation
  Tsukuba International Congress Center, Tsukuba, Ibaraki, Japan
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] ネットワークと機械学習2012
- Author(s)
  鹿島久嗣
- Organizer
  言語処理学会第18回年次大会(NLP2012)
- Place of Presentation
  広島(招待講演)
- Year and Date
  2012-03-13
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] Fast Computation of Subpath Kernel for Trees2012
- Author(s)
  Daisuke Kimura and Hisashi Kashima
- Organizer
  The 29th International Conference on Machine Learning (ICML)
- Place of Presentation
  Edinburgh, Scotland
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 部分パスに基づいた線形時間木カーネル2011
- Author(s)
  木村大翼, 鹿島久嗣
- Organizer
  第14回情報論的学習理論ワークショップ(IBIS 2011),信学技報,vol.111, no.275
- Place of Presentation
  奈良
- Year and Date
  2011-11-09
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 複数情報源に対する主成分分析2011
- Author(s)
  諏訪恭平, 冨岡亮太, 矢入健久, 鹿島久嗣
- Organizer
  第4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(IBISML)(信学技報,Vol.110,No.476)
- Place of Presentation
  大阪
- Year and Date
  2011-03-29
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] A Subpath Kernel for Rooted Unordered Trees2011
- Author(s)
  Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya, Hisashi Kashima
- Organizer
  The 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011)
- Place of Presentation
  Shenzeng, China
- Year and Date
  2011-05-24
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] Fast Newton-CG Method for Batch Learning of Conditional Random Fields2011
- Author(s)
  Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Okazaki
- Organizer
  The 25th AAAI Conference on Artificial Intelligence (AAAI 2011)
- Place of Presentation
  San Francisco, California, USA
- Year and Date
  2011-08-07
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] Fast and Scalable Algorithms for Semi-supervised Link Prediction on Static and Dynamic Graphs2010
- Author(s)
  Rudy Raymond, Hisashi Kashima
- Organizer
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010)
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2010-09-20
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] A Fast Augmented Lagrangian Algorithm for Learning Low-Rank Matrices2010
- Author(s)
  Ryota Tomioka, Taiji Suzuki, Masashi Sugiyama, Hisashi Kashima
- Organizer
  The 26th International Conference on Machine Learning (ICML 2010)
- Place of Presentation
  Haifa, Israel
- Year and Date
  2010-07-21
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 複数生物種ネットワークの同時予測:半教師つき学習によるアプローチ2010
- Author(s)
  鹿島久嗣, 山西芳裕, 加藤毅, 杉山将, 津田宏治
- Organizer
  第21回情報処理学会バイオ情報学研究会
- Place of Presentation
  沖縄
- Year and Date
  2010-06-19
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] Finding Itemset-Sharing Patterns in a Large Itemset-Associated Graph2010
- Author(s)
  Mutsumi Fukuzaki, Mio Seki, Hisashi Kashima, Jun Sese
- Organizer
  The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010)
- Place of Presentation
  Hyderabad, India
- Year and Date
  2010-07-21
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] プライバシ保護クラウドソーシング
- Author(s)
  梶野洸, 馬場雪乃, 鹿島久嗣
- Organizer
  人工知能学会全国大会 (第28回)
- Place of Presentation
  ひめぎんホール, 愛媛
- Year and Date
  2014-05-12 – 2014-05-15
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 集中型テンソル補完　～ 3階テンソルデータの特定のスライスに着目して補完する転移学習法～
- Author(s)
  赤間健人, 馬場雪乃, 鹿島久嗣
- Organizer
  情報論的学習理論と機械学習研究会（IBISML）
- Place of Presentation
  奈良女子大学, 奈良
- Year and Date
  2014-03-06 – 2014-03-07
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] マルチタスク学習を用いた複数物性値の同時予測
- Author(s)
  岩瀬智亮, 世古敦人, 鹿島久嗣
- Organizer
  情報論的学習理論と機械学習研究会（IBISML）
- Place of Presentation
  奈良女子大学, 奈良
- Year and Date
  2014-03-06 – 2014-03-07
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 混合メンバシップ・ブロックモデルのテンソルスペクトル分解を用いた推定法の改良
- Author(s)
  貝ヶ石亘, 鹿島久嗣
- Organizer
  信学技報, vol. 114, no. 198, IBISML2014-32, pp. 131-136, 2014年9月.
- Place of Presentation
  つくば市、筑波大学
- Year and Date
  2014-09-01 – 2014-09-02
- Data Source
  KAKENHI-PROJECT-23240019
[Presentation] Learning an Accurate Entity Resolution Model from Crowdsourced Labels
- Author(s)
  Jingjing Wang, Satoshi Oyama, Masahito Kurihara, Hisashi Kashima:
- Organizer
  Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication (ACM IMCOM 2014)
- Place of Presentation
  Siem Reap, Cambodia
- Year and Date
  2014-01-09 – 2014-01-11
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] 簡潔データ構造を用いた高速かつ省メモリな木カーネルの学習
- Author(s)
  木村大翼, 鹿島久嗣
- Organizer
  人工知能学会全国大会 (第27回)
- Place of Presentation
  富山国際会議場, 富山
- Year and Date
  2013-06-04 – 2013-06-07
- Data Source
  KAKENHI-PROJECT-22680012
[Presentation] Latent Confusion Analysis by Normalized Gamma Construction
- Author(s)
  Issei Sato, Hisashi Kashima, and Hiroshi Nakagawa
- Organizer
  International Conference on Machine Learning
- Place of Presentation
  Beijin, China
- Year and Date
  2014-06-22 – 2014-06-24
- Data Source
  KAKENHI-PROJECT-23240019

1. Yokoo Makoto (20380678)

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27. TAKAHASHI Toshimitsu

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Kashima Hisashi 鹿島 久嗣

KASHIMA Hisashi 鹿島 久嗣

Research Projects

Research Products

Co-Researchers

機械学習によるマルチスケール物理シミュレーションの高度化Principal Investigator

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Advancing Social Science through Market Design and its Practical Implementation

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Creation of Incentive Design Science

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Machine learning for decision making based on complex structured dataPrincipal Investigator

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The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment

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Development of machine learning methods for materials informatics

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Machine Learning for Complex-Structured DataPrincipal Investigator

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機械学習に基づく材料探索技術の開発Principal Investigator

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Information Engineering Approach for Designing Supply Chain

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Study on Information theoretic Learning Theory of Latent Dynamics

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Predictive Machine Learning Methods for Graph-structured DataPrincipal Investigator

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[Book] ヒューマンコンピュテーションとクラウドソーシング2016

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[Book] " Augmented Lagrangian Methods for Learning, Selecting, and Combining Features." In J. Suykens, M. Signoretto, & A. Argyriou (editors), Regularization, Optimization, Kernels, and Support Vector Machines2014

Author(s)

Publisher

Kashima Hisashi 鹿島久嗣

KASHIMA Hisashi 鹿島久嗣

[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（ネットワーク分析のための機械学習)2014

[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～（うち「2.1. ネットワーク分析のための機械学習」を執筆）2014