Hisashi Kashima

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Yukino BabaAssociate Professor, The University of TokyoVerified email at g.ecc.u-tokyo.ac.jp
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Shohei HidoPreferred Networks, Inc.Verified email at preferred.jp
Koji TsudaProfessor, GSFS, The University of TokyoVerified email at k.u-tokyo.ac.jp
Ryota TomiokaMicrosoft Research CambridgeVerified email at microsoft.com
Tsuyoshi IdeIBM T. J. Watson Research CenterVerified email at us.ibm.com
Makoto YamadaOkinawa Institute of Science and TechnologyVerified email at oist.jp
Kohei HayashiResearcher, Preferred NetworksVerified email at preferred.jp
Akihiro InokuchiProfessor, Kwansei Gakuin UniversityVerified email at kwansei.ac.jp
Hiroshi KajinoIBM Research - TokyoVerified email at jp.ibm.com
Satoshi OyamaNagoya City UniversityVerified email at ds.nagoya-cu.ac.jp
Ryoma SatoKyoto UniversityVerified email at ml.ist.i.kyoto-u.ac.jp
Tsuyoshi Kato群馬大学Verified email at cs.gunma-u.ac.jp
Yoshihiro YamanishiNagoya UniversityVerified email at i.nagoya-u.ac.jp
Taiji SuzukiThe University of TokyoVerified email at mist.i.u-tokyo.ac.jp
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalVerified email at atr.jp
Shinichi NakajimaMachine Learning Group, Technische Universität BerlinVerified email at tu-berlin.de
Naonori UedaNTTコミュニケーション科学基礎研究所 / 理化学研究所Verified email at riken.jp
Koh TakeuchiKyoto UniversityVerified email at i.kyoto-u.ac.jp
Paul von Bünauidalab GmbHVerified email at idalab.de

Hisashi Kashima

Professor, Kyoto University

Verified email at i.kyoto-u.ac.jp - Homepage

Machine Learning Data Mining Graphs and Networks Human Computation Crowdsourcing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Marginalized kernels between labeled graphs H Kashima, K Tsuda, A Inokuchi Proceedings of the 20th international conference on machine learning (ICML …, 2003	1105	2003
Direct importance estimation with model selection and its application to covariate shift adaptation M Sugiyama, S Nakajima, H Kashima, P Buenau, M Kawanabe Advances in neural information processing systems 20, 2007	929	2007
Direct importance estimation for covariate shift adaptation M Sugiyama, T Suzuki, S Nakajima, H Kashima, P Von Bünau, ... Annals of the Institute of Statistical Mathematics 60, 699-746, 2008	424	2008
Eigenspace-based anomaly detection in computer systems T Idé, H Kashima Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	324	2004
Roughly balanced bagging for imbalanced data S Hido, H Kashima, Y Takahashi Statistical Analysis and Data Mining: The ASA Data Science Journal 2 (5‐6 …, 2009	293	2009
Statistical outlier detection using direct density ratio estimation S Hido, Y Tsuboi, H Kashima, M Sugiyama, T Kanamori Knowledge and information systems 26, 309-336, 2011	226	2011
Estimation of low-rank tensors via convex optimization R Tomioka, K Hayashi, H Kashima arXiv preprint arXiv:1010.0789, 2010	219	2010
Nonparametric return distribution approximation for reinforcement learning T Morimura, M Sugiyama, H Kashima, H Hachiya, T Tanaka Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010	203	2010
A parameterized probabilistic model of network evolution for supervised link prediction H Kashima, N Abe Sixth International Conference on Data Mining (ICDM'06), 340-349, 2006	200	2006
Link propagation: A fast semi-supervised learning algorithm for link prediction H Kashima, T Kato, Y Yamanishi, M Sugiyama, K Tsuda Proceedings of the 2009 SIAM international conference on data mining, 1100-1111, 2009	183	2009
Tensor factorization using auxiliary information A Narita, K Hayashi, R Tomioka, H Kashima Data Mining and Knowledge Discovery 25, 298-324, 2012	182	2012
Statistical performance of convex tensor decomposition R Tomioka, T Suzuki, K Hayashi, H Kashima Advances in neural information processing systems 24, 2011	178	2011
Kernels for semi-structured data H Kashima, T Koyanagi ICML 2, 291-298, 2002	178	2002
Kernels for graphs H Kashima, K Tsuda, A Inokuchi Kernel methods in computational biology, 155-170, 2004	175	2004
Direct density ratio estimation for large-scale covariate shift adaptation Y Tsuboi, H Kashima, S Hido, S Bickel, M Sugiyama Journal of Information Processing 17, 138-155, 2009	156	2009
A linear-time graph kernel S Hido, H Kashima 2009 Ninth IEEE International Conference on Data Mining, 179-188, 2009	152	2009
Kernels for graph classification H Kashima, A Inokuchi ICDM workshop on active mining 2002, 2002	137	2002
Knowledge tracing machines: Factorization machines for knowledge tracing JJ Vie, H Kashima Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 750-757, 2019	136	2019
Steered crowdsensing: Incentive design towards quality-oriented place-centric crowdsensing R Kawajiri, M Shimosaka, H Kashima Proceedings of the 2014 ACM International Joint Conference on Pervasive and …, 2014	131	2014
Statistical quality estimation for general crowdsourcing tasks Y Baba, H Kashima Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	128	2013

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