Hisashi Kashima

Hisashi Kashima

Kyoto University

H-index: 47

Asia-Japan

About Hisashi Kashima

Hisashi Kashima, With an exceptional h-index of 47 and a recent h-index of 34 (since 2020), a distinguished researcher at Kyoto University, specializes in the field of Machine Learning, Data Mining, Graphs and Networks, Human Computation, Crowdsourcing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Anomaly detection method and anomaly detection device

Online Policy Learning from Offline Preferences

Treatment Effect Estimation Under Unknown Interference

Queue Length Prediction Using Traffic-theory-based Deep Learning

Recovering Population Dynamics from a Single Point Cloud Snapshot

Regularizing Neural Networks with Meta-Learning Generative Models

Learning device, learning method, and recording medium

Efficient Preference Elicitation in Iterative Combinatorial Auctions with Many Participants

Hisashi Kashima Information

University

Position

Professor

Citations(all)

10284

Citations(since 2020)

4716

Cited By

7361

hIndex(all)

47

hIndex(since 2020)

34

i10Index(all)

122

i10Index(since 2020)

88

Email

University Profile Page

Kyoto University

Google Scholar

View Google Scholar Profile

Hisashi Kashima Skills & Research Interests

Machine Learning

Data Mining

Graphs and Networks

Human Computation

Crowdsourcing

Top articles of Hisashi Kashima

Title

Journal

Author(s)

Publication Date

Anomaly detection method and anomaly detection device

2024/3/26

Online Policy Learning from Offline Preferences

arXiv preprint arXiv:2403.10160

Guoxi Zhang

Han Bao

Hisashi Kashima

2024/3/15

Treatment Effect Estimation Under Unknown Interference

Xiaofeng Lin

Guoxi Zhang

Xiaotian Lu

Hisashi Kashima

2024/4/25

Queue Length Prediction Using Traffic-theory-based Deep Learning

Transactions of the Japanese Society for Artificial Intelligence

Ryu Shirakami

Toshiya Kitahara

Koh Takeuchi

Hisashi Kashima

2024/3

Recovering Population Dynamics from a Single Point Cloud Snapshot

Yuki Wakai

Koh Takeuchi

Hisashi Kashima

2024/4/25

Regularizing Neural Networks with Meta-Learning Generative Models

Advances in Neural Information Processing Systems

Shin'ya Yamaguchi

Daiki Chijiwa

Sekitoshi Kanai

Atsutoshi Kumagai

Hisashi Kashima

2024/2/13

Learning device, learning method, and recording medium

2024/4/11

Efficient Preference Elicitation in Iterative Combinatorial Auctions with Many Participants

arXiv preprint arXiv:2403.19075

Ryota Maruo

Hisashi Kashima

2024/3/28

PC Chairs’ Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Hisashi Kashima

Wen Chih Peng

Tsuyoshi Ide

2023

QTNet: Theory-based queue length prediction for urban traffic

Ryu Shirakami

Toshiya Kitahara

Koh Takeuchi

Hisashi Kashima

2023/8/6

Time-series Shapelets with Learnable Lengths

Akihiro Yamaguchi

Ken Ueno

Hisashi Kashima

2023/10/21

Making individually fair predictions with causal pathways

Data Mining and Knowledge Discovery

Yoichi Chikahara

Shinsaku Sakaue

Akinori Fujino

Hisashi Kashima

2023/7

Estimating Treatment Effects Under Heterogeneous Interference

Xiaofeng Lin

Guoxi Zhang

Xiaotian Lu

Han Bao

Koh Takeuchi

...

2023/9/17

Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023, Proceedings …

Hisashi Kashima

Tsuyoshi Ide

Wen-Chih Peng

2023/5/27

Deep Knowledge Tracing is an implicit dynamic multidimensional item response theory model

arXiv preprint arXiv:2309.12334

Jill-Jênn Vie

Hisashi Kashima

2023/8/18

Multiview Representation Learning from Crowdsourced Triplet Comparisons

Xiaotian Lu

Jiyi Li

Koh Takeuchi

Hisashi Kashima

2023/4/30

Mitigating Voter Attribute Bias for Fair Opinion Aggregation

Ryosuke Ueda

Koh Takeuchi

Hisashi Kashima

2023/8/8

Learning state importance for preference-based reinforcement learning

Machine Learning

Guoxi Zhang

Hisashi Kashima

2023/1/9

Causal effect estimation on hierarchical spatial graph data

Koh Takeuchi

Ryo Nishida

Hisashi Kashima

Masaki Onishi

2023/8/6

Label Selection Approach to Learning from Crowds

Kosuke Yoshimura

Hisashi Kashima

2023/11/20

See List of Professors in Hisashi Kashima University(Kyoto University)

Co-Authors

H-index: 39
Yoshihiro Yamanishi

Yoshihiro Yamanishi

Kyushu Institute of Technology

H-index: 34
Makoto Yamada

Makoto Yamada

Kyoto University

H-index: 23
Shinichi Nakajima

Shinichi Nakajima

Technische Universität Berlin

H-index: 22
Satoshi Oyama

Satoshi Oyama

Hokkaido University

H-index: 18
Akihiro Inokuchi

Akihiro Inokuchi

Kwansei Gakuin University

H-index: 17
Yukino Baba

Yukino Baba

University of Tsukuba

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