Art

J-GLOBAL ID：201702291265974976   Reference number：17A1224573

Mutual Kernel Matrix Completion

相互カーネル行列の補完

Author (4)： RIVERO Rachelle (Department of Computer Science, Gunma University) ,  RIVERO Rachelle (Institute of Mathematics, College of Science, University of the Philippines) ,  LEMENCE Richard (Institute of Mathematics, College of Science, University of the Philippines) ,  KATO Tsuyoshi (Department of Computer Science, Gunma University)
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E100.D  Issue： 8  Page： 1844-1851(J-STAGE)  Publication year： 2017 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *Regression Analysis ,  optimization method ,  Entropy ,  information content ,  support vector machine ,  data fusion ,  matrix (mathematics) ,  objective function ,  EM algorithm
Semi thesaurus term： Kullback-Leibler divergence ,  *kernel regression ,  connectivity matrix

Author keywords (5)： kernel matrix completion ,  EM algorithm ,  Kullback-Leibler divergence ,  support vector machine (SVM) ,  data fusion

JST classification (2)： Other methods of operations research  (KA03070E) ,  Information processing in general  (AC05010A)

Reference (20)：

• [1] R.J.A. Little and D.B. Rubin, Statistical Analysis with Missing Data, 2nd ed., John Wiley & Sons, Inc., Hoboken, New Jersey, 2002. ISBN 0-471-18386-5.
• [2] P.L. Roth, J.E. Campion, and S.D. Jones, “The impact of four missing data techniques on validity estimates in human resource management,” Journal of Business and Psychology, vol.11, no.1, pp.101-112, 1996. 10.1007/bf02278259
• [3] A.P. Dempster, N.M. Laird, and D.B. Rubin, “Maximum likelihood from incomplete data via the EM algorithm,” Journal of the Royal Statistical Society. Series B (Methodological), vol.39, no.1, pp.1-38, 1977.
• [4] G.R.G. Lanckriet, T.D. Bie, N. Cristianini, M.I. Jordan, and W.S. Noble, “A statistical framework for genomic data fusion,” Bioinformatics, vol.20, no.16, pp.2626-2635, 2004. 10.1093/bioinformatics/bth294
• [5] T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning-Data Mining, Inference, and Prediction, 2nd ed., Springer.

Terms in the title (3)： カーネル ,  行列 ,  補完