Stochastic modeling of time distributed sequences

作者: Irad Ben-Gal , Gail Morag , Gonen Zinger , Armin Shmilovici

DOI:

关键词:

摘要: Apparatus for building a stochastic model of time sequential data sequence, the sequence comprising symbols selected from finite symbol set, apparatus comprising: an input receiving said tree builder expressing as series counters within nodes, each node having counter symbol, position tree, and indicating number its corresponding which follows respective node, reducer reducing to irreducible set conditional probabilities relationships between in sequence. The may then be used carry out comparison with new determine statistical distance old

参考文章(16)
M.J. Weinberger, M. Feder, J. Rissanen, Sequential Model Estimation for Universal Coding and the Predictive Stochastic Complexity of Finite-State Sources international symposium on information theory. pp. 52- 52 ,(1993) , 10.1109/ISIT.1993.748367
Irad Ben-Gal, Gail Morag, Armin Shmilovici, Context-Based Statistical Process Control Technometrics. ,vol. 45, pp. 293- 311 ,(2003) , 10.1198/004017003000000122
Tjalling Jan Tjalkens, Franciscus Maria Joannes Willems, Context tree algorithm method and system ,(1998)
Jorma Johannes Rissanen, Mati Wax, Algorithm for constructing tree structured classifiers ,(1986)
Yahagi Hironori, Satoh Noriko, Takashi Morihara, Data compressing apparatus, reconstructing apparatus, and its method ,(2002)
A. Shmilovici, I. Ben-Gal, Context dependent ARMA modeling 21st IEEE Convention of the Electrical and Electronic Engineers in Israel. Proceedings (Cat. No.00EX377). pp. 249- 252 ,(2000) , 10.1109/EEEI.2000.924382
J. Rissanen, A universal data compression system IEEE Transactions on Information Theory. ,vol. 29, pp. 656- 664 ,(1983) , 10.1109/TIT.1983.1056741
M.J. Weinberger, J.J. Rissanen, M. Feder, A universal finite memory source IEEE Transactions on Information Theory. ,vol. 41, pp. 643- 652 ,(1995) , 10.1109/18.382011