Hisashi Kashima

J-GLOBAL         Last updated: Jun 14, 2019 at 17:28
 
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Name
Hisashi Kashima
Affiliation
Kyoto University
ORCID ID
0000-0002-2770-0184

Research Areas

 
 

Academic & Professional Experience

 
Oct 2016
 - 
Today
Team Leader, Human Computation Team, RIKEN Center for AIP
 
Apr 2014
 - 
Today
Professor, Graduate School of Informatics, Kyoto University
 
Aug 2009
 - 
Mar 2013
Associate Professor, Graduate School of Information Science and Technology, The University of Tokyo
 
Apr 1999
 - 
Jul 2009
Researcher, Tokyo Research Laboratory, IBM Research
 

Awards & Honors

 
Jan 2019
JSPS Prize, JSPS
 
Jun 2015
JSAI Best Paper Award, Japanese Society for Artificial Intelligenve
 
Jun 2013
JSAI Best Paper Award, Japanese Society for Artificial Intelligence
 
Apr 2013
Funai Award, Funai Foundation for Information Technology
 
Jun 2012
New Faculty Award, Microsoft Research
 

Published Papers

 
Baba Y, Isomura T, Kashima H
Journal of molecular graphics & modelling   80 217-223   Mar 2018   [Refereed]
Seko Atsuto, Hayashi Hiroyuki, Kashima Hisashi, Tanaka Isao
PHYSICAL REVIEW MATERIALS   2(1)    Jan 2018   [Refereed]
Jiyi Li,Yukino Baba,Hisashi Kashima
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden.   1554-1560   2018   [Refereed]
Guoxi Zhang,Tomoharu Iwata,Hisashi Kashima
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part III   77-88   2018   [Refereed]
Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo.
Proceedings of the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI)      2018   [Refereed]
Yukino Baba,Tomoumi Takase,Kyohei Atarashi,Satoshi Oyama,Hisashi Kashima
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018      2018   [Refereed]
Takuya Kuwahara,Yukino Baba,Hisashi Kashima,Takeshi Kishikawa,Jun'ichi Tsurumi,Tomoyuki Haga,Yoshihiro Ujiie,Takamitsu Sasaki,Hideki Matsushima
JIP   26 306-313   2018   [Refereed]
Multi-Task Learning for Disease-Specific Risk Modeling of ICU Patients
Hisashi Kashima
IEICE Transactions   J100-D(2) 194-204   2017   [Refereed]
Jill-Jênn Vie,Florian Yger,Ryan Lahfa,Basile Clement,Kévin Cocchi,Thomas Chalumeau,Hisashi Kashima
CoRR   abs/1709.01584    2017   [Refereed]
Jiyi Li,Hisashi Kashima
Web Information Systems Engineering - WISE 2017 - 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings, Part II   46-54   2017   [Refereed]
Koh Takeuchi,Hisashi Kashima,Naonori Ueda
2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017   1105-1110   2017   [Refereed]
Jill-Jênn Vie,Florian Yger,Ryan Lahfa,Basile Clement,Kévin Cocchi,Thomas Chalumeau,Hisashi Kashima
2nd International Workshop on coMics Analysis, Processing, and Understanding, 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017   21-26   2017   [Refereed]
Yuji Horiguchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno
Proceedings of the 29th Conference on Innovative Applications of Artificial Intelligence (IAAI)   4686-4693   2017   [Refereed]
Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima
Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI),      2018   [Refereed]
Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima
Proceedings of the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)   840-852   2017   [Refereed]
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka
Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)   1481-1487   2017   [Refereed]
Educational Competition Platform for Data Analysis: Lessons Learned and Future Challenges
Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
Proceedings of the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI)      2018   [Refereed]
Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima
Proceeding of the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)   238-250   2017   [Refereed]
Takeru Sunahase, Yukino Baba, Hisashi Kashima
Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI)   977-984   2017   [Refereed]
Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa
Proceeding of the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)   657-672   2017   [Refereed]
Kosuke Yoshimura, Yukino Baba and Hisashi Kashima
Proceeding of the 24th International Conference on Neural Information Processing (ICONIP)   31(2) 64-73   2017   [Refereed]
Hirotaka Akita, Yukino Baba, Hisashi Kashima and Atsuto Seko
Proceeding of the 24th International Conference on Neural Information Processing (ICONIP)   526-533   2017   [Refereed]
Jiyi Li, Yukino Baba, Hisashi Kashima
Proceeding of the 26th ACM International Conference on Information and Knowledge Management (CIKM)   1069-1078   2017   [Refereed]
Sho Yokoi, Hiroshi Kajino, Hisashi Kashima
Journal of Information Processing   25 477-485   2017   [Refereed]
Koh Takeuchi, Hisashi Kashima, Naonori Ueda
Koh Takeuchi, Hisashi Kashima, Naonori Ueda
Proceedings of the 2017 IEEE International Conference on Data Mining (ICDM)      2017   [Refereed]
Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima
Journal of Japanese Society of Artificial Intelligence   31(2)    2016   [Refereed]
Yukino Baba, Kei Kinoshita, Hisashi Kashima
Expert Systems With Applications   43 174-183   2016   [Refereed]
Crowdsourcing Chart Digitizer: Task Design and Quality Control for Making Legacy Open Data Machine-Readable
Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima
International Journal of Data Science and Analytics   2(1-2) 45-60   2016   [Refereed]
Naoki Otani, Yukino Baba, Hisashi Kashima
Expert Systems With Applications   58 155-163   2016   [Refereed]
Yokoi Sho, Kajino Hiroshi, Kashima Hisashi
ECAI 2016: 22ND EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE   285 1730-1731   2016   [Refereed]
Array,Yukino Baba,Hisashi Kashima
Expert Syst. Appl.   58 155-163   2016   [Refereed]
Morino K, Hirata Y, Tomioka R, Kashima H, Yamanishi K, Hayashi N, Egawa S, Aihara K
Scientific reports   5 8953   May 2015   [Refereed]
Nohara Y, Kai E, Ghosh PP, Islam R, Ahmed A, Kuroda M, Inoue S, Hiramatsu T, Kimura M, Shimizu S, Kobayashi K, Baba Y, Kashima H, Tsuda K, Sugiyama M, Blondel M, Ueda N, Kitsuregawa M, Nakashima N
Journal of medical Internet research   17(1) e2   Jan 2015   [Refereed]
Nozomi Nori, Danushka Bollegara, Hisashi Kashima
Journal of Japanese Society of Artificial Intelligence   30(2) 459-465   2015   [Refereed]
2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS   1651-1656   2015   [Refereed]
Nozomi Nori, Danushka Bollegara, Hisashi Kashima
Journal of Japanese Society of Artificial Intelligenc   29(1) 168-176   2014   [Refereed]
Toshiko Matsui,Yukino Baba,Toshihiro Kamishima,Hisashi Kashima
Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II   336-347   2014   [Refereed]
Jingjing Wang,Satoshi Oyama,Masahito Kurihara,Hisashi Kashima
The 8th International Conference on Ubiquitous Information Management and Communication, ICUIMC '14, Siem Reap, Cambodia - January 09 - 11, 2014   103   2014   [Refereed]
Hiroshi Kajino,Hiromi Arai,Hisashi Kashima
Data Min. Knowl. Discov.   28(5-6) 1314-1335   Sep 2014   [Refereed]
Yukino Baba,Hisashi Kashima,Kei Kinoshita,Goushi Yamaguchi,Yosuke Akiyoshi
Expert Syst. Appl.   41(6) 2678-2687   2014   [Refereed]
Hiroshi Kajino, Yuta Tsuboi, Issei Sato, Hisashi Kashima
Journal of Japanese Society of Artificial Intelligence   28(3) 243-248   2013   [Refereed]
Yoshifumi Aimoto,Hisashi Kashima
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II   521-532   2013   [Refereed]
Yukino Baba,Hisashi Kashima
The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013   554-562   2013   [Refereed]
Satoshi Oyama,Yukino Baba,Yuko Sakurai,Hisashi Kashima
IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013      2013   [Refereed]
Yukino Baba,Hisashi Kashima,Kei Kinoshita,Goushi Yamaguchi,Yosuke Akiyoshi
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, IAAI 2013, July 14-18, 2013, Bellevue, Washington, USA.      2013   [Refereed]
Satoshi Oyama,Yukino Baba,Yuko Sakurai,Hisashi Kashima
Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, An Adjunct to the Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs, CA, USA      2013   [Refereed]
Toshiko Matsui,Yukino Baba,Toshihiro Kamishima,Hisashi Kashima
Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, An Adjunct to the Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs, CA, USA      2013   [Refereed]
Yukino Baba,Hisashi Kashima
Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, An Adjunct to the Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs, CA, USA      2013   [Refereed]
Hiroshi Kajino,Yuta Tsuboi,Hisashi Kashima
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA.      2013   [Refereed]
Xu Sun,Hisashi Kashima,Naonori Ueda
IEEE Trans. Knowl. Data Eng.   25(11) 2551-2563   2013   [Refereed]
Hiroto Saigo,Hisashi Kashima,Koji Tsuda
IEICE Transactions   96-D(8) 1766-1773   2013   [Refereed]
Kajino Hiroshi, Kashima Hisashi
Transactions of the Japanese Society for Artificial Intelligence   27(3) 133-142   2012
It has attracted considerable attention to use crowdsourcing services to collect a large amount of labeled data for machine learning, since crowdsourcing services allow one to ask the general public to label data at very low cost through the Inter...
Hayashi Kohei, Takenouchi Takashi, Tomioka Ryota, Kashima Hisashi
Transactions of the Japanese Society for Artificial Intelligence   27(3) 103-110   2012
Multi-task learning aims at transferring knowledge between similar tasks. The multi-task Gaussian process framework of Bonilla et al. models (incomplete) responses of C data points for R tasks (e.g., the responses are given by...
Michael E. Houle,Hisashi Kashima,Michael Nett
12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012   587-594   2012   [Refereed]
Nozomi Nori,Danushka Bollegala,Hisashi Kashima
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada.      2012   [Refereed]
Hiroshi Kajino,Yuta Tsuboi,Hisashi Kashima
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada.      2012   [Refereed]
Kimura Daisuke, Kuboyama Tetsuji, Shibuya Tetsuo, Kashima Hisashi
Transactions of the Japanese Society for Artificial Intelligence   26(3) 473-482   2011
Kernel method is one of the promising approaches to learning with tree-structured data, and various efficient tree kernels have been proposed to capture informative structures in trees. In this paper, we propose a new tree kernel function based on...
Reiji Teramoto, Hisashi Kashima
Journal of molecular graphics & modelling   29(3) 492-497   Nov 2010   [Refereed]
Satoshi Oyama,Kohei Hayashi,Hisashi Kashima
IEICE Transactions   95-D(11) 2664-2673   2012   [Refereed]
Kashima Hisashi, Oyama Satoshi, Yamanishi Yoshihiro, Tsuda Koji
IEICE Transaction on Information and Systems   E93D(10) 2672-2679   Oct 2010   [Refereed]
MATSUZAWA Hirofumi, HIDO Shohei, IDE Tsuyoshi, KASHIMA Hisashi
The IEICE transactions on information and systems (Japanese edetion)   93(6) 816-825   Jun 2010
Ozawa Y, Saito R, Fujimori S, Kashima H, Ishizaka M, Yanagawa H, Miyamoto-Sato E, Tomita M
BMC bioinformatics   11 350   Jun 2010   [Refereed]
Junichiro Mori,Yuya Kajikawa,Hisashi Kashima,Ichiro Sakata
Expert Syst. Appl.   39(12) 10402-10407   2012   [Refereed]
Saigo H, Hattori M, Kashima H, Tsuda K
BMC bioinformatics   11 S31   Jan 2010   [Refereed]
Atsuhiro Narita,Kohei Hayashi,Ryota Tomioka,Hisashi Kashima
Data Min. Knowl. Discov.   25(2) 298-324   2012   [Refereed]
A Transfer Learning Approach and Selective Integration of Multiple Types of Assays for Biological Network Inference
Tsuyoshi Kato, Kinya Okada, Hisashi Kashima, Masashi Sugiyama
International Journal of Knowledge Discovery in Bioinformatics   1(1) 66-80   2010   [Refereed]
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai
IEEE Transactions on Knowledge and Data Engineering   12(7) 957-968   2010   [Refereed]
Kashima H, Yamanishi Y, Kato T, Sugiyama M, Tsuda K
Bioinformatics (Oxford, England)   25(22) 2962-2968   Nov 2009   [Refereed]
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama
IEEE Transactions on Neural Networks   20(1) 35-44   2009   [Refereed]
Yuta Tsuboi, Hisashi Kashima, Shohei Hido, Steffen Bickel, Masashi Sugiyama
Journal of Information Processing   17 138-155   2009   [Refereed]
Training Conditional Random Fields Using Partial Annotations for Domain Adaptation of Japanese Word Segmentation
Yuta Tsuboi, Shinsuke Mori, Hisashi Kashima, Hiroki Oda, Yuji Matsumoto
IPSJ Journal   50(6) 1234-1247   2009   [Refereed]
Shohei Hido, Hisashi Kashima, Yutaka Takahashi
Statistical Analysis and Data Mining   2(5-6) 412-426   2009   [Refereed]
Kashima Hisashi, Oyama Satoshi, Yamanishi Yoshihiro, Tsuda Koji
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS   5476 1030-+   2009   [Refereed]
Sugiyama Masashi, Suzuki Taiji, Nakajima Shinichi, Kashima Hisashi, von Buenau Paul, Kawanabe Motoaki
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS   60(4) 699-746   Dec 2008   [Refereed]
ICDM 2008: EIGHTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS   223-232   2008   [Refereed]
Hisashi Kashima, Naoki Abe
Journal of Japanese Society for Artificial Intelligence   22(2)    2007   [Refereed]
Tetsuji Kuboyama, Hisashi Kashima, Kiyoko F. Aoki-Kinoshita, Kouichi Hirata, Hiroshi Yasuda
Journal of Japanese Society for Artificial Intelligence   22(2)    2007   [Refereed]
Hisashi Kashima
IEICE Transaction on Information and Systems   90-D(12) 2043-2052   2007   [Refereed]
Network-Based Problem Detection for Distributed Systems
Hisashi Kashima, Tadashi Tsumura, Tsuyoshi Ide, Takahide Nogayama, Ryo Hirade, Hiroaki Etoh, Takeshi Fukuda
IEICE Transaction   J89-D(2) 183-198   2006   [Refereed]
A gram distribution kernel applied to glycan classification and motif extraction.
Kuboyama T, Hirata K, Aoki-Kinoshita KF, Kashima H, Yasuda H
Genome informatics. International Conference on Genome Informatics   17(2) 25-34   2006   [Refereed]
Shibuya T, Kashima H, Konagaya A
Bioinformatics (Oxford, England)   20(1) 29-39   Jan 2004   [Refereed]

Misc

 
KASHIMA Hisashi, KAJINO Hiroshi
27(4) 381-388   Jul 2012
Kashima Hisashi, Kajino Hiroshi
Journal of Japanese Society for Artificial Intelligence   27(4) 381-388   Jul 2012
AIMOTO Yoshifumi, KASHIMA Hisashi
111(480) 109-116   Mar 2012
Matrix and tensor factorization with low-rank assumption are fundamental tools in data analysis. However, the existing matrix and tensor factorization can not be directly applied to such cases where data may be observed in aggregated categories. W...
HAYASHI Kohei, TAKENOUCHI Takashi, TOMIOKA Ryota, KASHIMA Hisashi
111(275) 71-77   Nov 2011
KAJINO Hiroshi, KASHIMA Hisashi
111(275) 231-236   Nov 2011