Shuhei Kuwata (NTT DOCOMO, INC. )

Research Field

Pattern Recognition
Machine Learning
Data Mining

Research Achievement

≪Journal≫

Shuhei Kuwata,One-shot Collaborative Filtering,,48(SIG_15(TOM_18)), pp.153-162,2007

Shuhei Kuwata,Co-clustering Discrete Data Based on the Dirichlet Process Mixture Model,,vol.1, no.1, pp.60-73,2008

Tsutomu Matsunaga,COMPUTATIONAL GENE KNOCKOUT REVEALS TRANSDISEASE-TRANSGENE ASSOCIATION STRUCTURE,Journal of Bioinformatics and Computational Biology,vol.8, no.5, pp.843-66,2010

≪International Conference≫

Shuhei Kuwata,One-shot Collaborative Filtering,Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007,pp.300-307, Hawaii, USA,2007

≪Conference≫

Shuhei Kuwata,A Note on Robust Pattern Recognition based on Bayes Decision Theory,Proceedings of the 25th Symposium on Information Theory and Its Applications,vol.1, pp.283-286,2002

Shuhei Kuwata,A Study on a Clustering Method for the Purpose of Interpreting the Result Based on Attribute Extraction,,vol.104 no.125, pp.13-18,2004

Shuhei Kuwata,A Collaborative Filtering Method based on Marginal Rating Distributions,,vol.106 no.38, pp.13-18,2006

Shuhei Kuwata,A Prediction Algorithm for the Collaborative Filtering Method based on Marginal Rating Distributions,,vol.106 no.429, pp.7-12,2006

Shuhei Kuwata,One-shot Collaborative Filtering,,2007(19), pp.13-16,2007

Shuhei Kuwata,Graph Clustering based on the Nonparametric Bayes Model,,vol.107 no.115, pp.81-86,2007

Naonori Ueda,Semi-supervised Learning based on Dirichlet Process Mixture Models,,vol.107 no.114, pp.87-92,2007

Shuhei Kuwata,Co-clustering based on the Dirichlet process mixture model,,67, pp.65-70,2007

Shuhei Kuwata,Co-clustering Discrete Data based on the Dirichlet Process Mixture Model,,2007(128), pp.9-12,2007

Shuhei Kuwata,Stream Data Analysis Application for Customer Behavior with Complex Event Processing,,110(107), pp.13-18,2010

≪Master Thesis≫

,A Note on Robust Pattern Recognition based on Bayes Decision Theory,master thesis of Waseda university,,2002

≪Doctor Thesis≫

A Study on the Recommendation Method based on Statistical Learning(2012)