Art

J-GLOBAL ID：200902283792513054   Reference number：03A0334066

A New Kernel for Binary Regression

二値回帰問題のための新しいカーネルの提案

Author (3)： SUGIYAMA M (Tokyo Inst. Technol.) ,  FUJINO M (Tokyo Inst. Technol.) ,  OGAWA H (Tokyo Inst. Technol.)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 102  Issue： 729(NC2002 134-171)  Page： 101-106  Publication year： Mar. 17, 2003 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *learning algorithm ,...
Semi thesaurus term： カーネル法 ,...

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JST classification (1)： Artificial intelligence  (JE08000Z)

Reference (19)：

• CRISTIANINI, N. An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. 2000
• EVGENIOU, T. Regularization networks and support vector machines. Advances in Computational Mathematics. 2000, 13, 1, 1-50
• HOERL, A. E. Ridge regression : Biased estimation for nonorthogonal problems. Technometrics. 1970, 12, 3, 55-67
• JAAKKOLA, T. Exploiting generative models in discriminative classifiers. Advances in Neural Information Processing Systems. 1999, 11
• LODHI, H. Text classification using string kernels. Journal of Machine Learning Research. 2002, 2, 419-444

Terms in the title (4)： 二値 ,  問題 ,  カーネル ,  提案