Art

J-GLOBAL ID：201702256441761383   Reference number：17A0223238

A New Algorithm for Reducing Components of a Gaussian Mixture Model

Gauss混合モデルのコンポーネント削減の為の新しいアルゴリズム

Author (4)： YOKOYAMA Naoya (Chuo University) ,  AZUMA Daiki (Chuo University) ,  TSUKIYAMA Shuji (Chuo University) ,  FUKUI Masahiro (Ritsumeikan University)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Web)  (IEICE Trans Fundam Electron Commun Comput Sci (Web))
Volume： E99.A  Issue： 12  Page： 2425-2434(J-STAGE)  Publication year： 2016 
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 ,  *component ,  *development ,  parameter ,  variable ,  probabilistic density function ,  error (measure) ,  explanatory parameter ,  error of mean square
Semi thesaurus term： *GMM ,  *algorithm development ,  *component

Author keywords (5)： Gaussian mixture model ,  reduction of components ,  normalized integral square error ,  sensitivity ,  statistical method

JST classification (3)： System and control theory in general  (IA02010H) ,  Numerical computation  (JE02000J) ,  Computer utilization technology in general  (JE01000C)

Reference (13)：

• [1] A. Srivastava, D. Sylvester, and D. Blaauw, Statistical Analysis and Optimization for VLSI: Timing and Power, Springer, 2005.
• [2] D. Blaauw, K. Chopra, A. Srivastava, 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.
• [3] 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, 2009.
• [4] S. Tsukiyama and M. Fukui, “A statistical maximum algorithm for Gaussian mixture models considering the cumulative distribution function curve,” IEICE Trans. Fundamentals, vol.E94-A, no.12, pp.2528-2536, 2011.
• [5] 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, pp.1-5, 2015.

Terms in the title (3)： Gauss混合モデル ,  コンポーネント ,  アルゴリズム