Research keywords (6)：
Data Analytics
, Artificial Intelligence
, Crowdsourcing
, Human Computation
, Machine learning
, Data mining
Research theme for competitive and other funds (10)：
2021 - 2026 Advancing Social Science through Market Design and its Practical Implementation
2020 - 2024 複雑な関係データに基づく意思決定のための機械学習研究
2020 - 2023 Creation of Incentive Design Science
2018 - 2021 The development of a fairness-aware data-transformation technique and the validation of its effectiveness through a cloudsoucing environment
2015 - 2020 Machine Learning for Complex-Structured Data
2016 - 2018 Development of machine learning methods for materials informatics
2014 - 2016 機械学習に基づく材料探索技術の開発
2011 - 2016 Study on Information theoretic Learning Theory of Latent Dynamics
2012 - 2015 Information Engineering Approach for Designing Supply Chain
2010 - 2015 Predictive Machine Learning Methods for Graph-structured Data
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Papers (237)：
Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Han Bao 0002, Koh Takeuchi, Hisashi Kashima. Estimating Treatment Effects Under Heterogeneous Interference. CoRR. 2023. abs/2309.13884
Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Han Bao 0002, Koh Takeuchi, Hisashi Kashima. Estimating Treatment Effects Under Heterogeneous Interference. ECML/PKDD (1). 2023. 576-592
乾拓海, 原田将之介, LIU Yang, 竹内孝, 瀧川一学, 山西芳裕, 鹿島久嗣. Link Prediction in Chemical Compound Network Under Observation Bias. 人工知能学会全国大会(Web). 2022. 36th
Shonosuke Harada, Hirotaka Akita, Masashi Tsubaki, Yukino Baba, Ichigaku Takigawa, Yoshihiro Yamanishi, Hisashi Kashima. Dual Convolutional Neural Network for Graph of Graphs Link Prediction. CoRR. 2018. abs/1810.02080. 0. ROMBUNNO.2A1.01-2A101
Cost-sensitive NO-SHOW prediction for airline companies. 2017. 117. 212. 57-62
Duan Jiuding, Li Jiyi, Baba Yukino, Kashima Hisashi. A Generalized Model for Multidimensional Intransitivity (情報論的学習理論と機械学習) -- (情報論的学習理論ワークショップ(IBIS2016)). 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2016. 116. 300. 375-380
馬場 雪乃, 芦川 将之, 鹿島 久嗣, 京都大学, 株式会社東芝研究開発センター, 京都大学. OS-20 ヒューマンコンピュテーションとクラウドソーシング(オーガナイズドセッション,<特集>2015年度人工知能学会全国大会(第29回)). 人工知能 = journal of the Japanese Society for Artificial Intelligence. 2015. 30. 6. 791-791
