Art

J-GLOBAL ID：201802253840914507   Reference number：18A0116276

A New Algorithm to Determine Covariance in Statistical Maximum for Gaussian Mixture Model

ガウス混合モデルの統計的最大値の共分散を決定する新しいアルゴリズム

Author (2)： AZUMA Daiki (Chuo University) ,  TSUKIYAMA Shuji (Chuo University)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Web)  (IEICE Trans Fundam Electron Commun Comput Sci (Web))
Volume： E100.A  Issue： 12  Page： 2834-2841(J-STAGE)  Publication year： 2017 
JST Material Number： U0466A  ISSN： 1745-1337  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *Gaussian model ,  *covariance (statistics) ,  *statistic ,  *maximum value ,  *algorithm ,  parameter ,  variable ,  variance ,  statistical method ,  mathematical transformation ,  calculation ,  random variable ,  explanatory parameter ,  linear combination
Semi thesaurus term： *GMM

Author keywords (5)： statistical maximum ,  Gaussian mixture model ,  covariance ,  sensitivity ,  performance evaluation

JST classification (1)： Theory of computation  (JB02000A)

Reference (9)：

• [1] D. Blaauw, K. Chopra, A. Srivastave, and L. Scheffer, “Statistical timing analysis: From basic principles to state of the art,” IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., vol.27, no.4, pp.589-607, 2008. 10.1109/tcad.2007.907047
• [2] S. Takahashi and S. Tsukiyama, “A new statistical timing analysis using Gaussian mixture models for delay and slew propagated together,” IEICE Trans. Fundamentals, vol.E92-A, no.3, pp.900-911, March 2009. 10.1587/transfun.e92.a.900
• [3] D. Sasaki, S. Tsukiyama, M. Matsunaga, O. Ishibashi, and S. Takahashi, “A statistical method for analyzing lifetime of a battery pack,” 2015 IEEE Power & Energy Society General Meeting, paper no.PESGM2015-001311, 2015. 10.1109/PESGM.2015.7286118
• [4] R.B. Arellano-Valle and M.G. Genton, “On the exact distribution of linear combinations of order statistics from dependent random variables,” J. Multivariate Analysis, vol.98, no.10, pp.1876-1894, 2007. 10.1016/j.jmva.2006.12.003
• [5] N. Yokoyama, D. Azuma, S. Tsukiyama, and M. Fukui, “A new algorithm for reducing components of a Gaussian mixture model,” IEICE Trans. Fundamentals, vol.E99-A, no.12, pp.2425-2434, Dec. 2016. 10.1587/transfun.e99.a.2425

Terms in the title (6)： ガウス ,  混合モデル ,  統計 ,  最大値 ,  共分散 ,  アルゴリズム