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Volumn 66, Issue 5, 2002, Pages 11-

Context-tree modeling of observed symbolic dynamics

Author keywords

[No Author keywords available]

Indexed keywords

CODING TECHNIQUES; CONTEXT-TREE MODELING; MINIMUM DESCRIPTION LENGTH (MDL); SYMBOLIC DYNAMICS;

EID: 41349103845     PISSN: 1063651X     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevE.66.056209     Document Type: Article
Times cited : (35)

References (38)
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    • Y. M. Shtarkov, T. J. Tjalkens, and F. M. J. Willems, Probl. Inf. Transm. 33, 17 (1997). Although the Krischevsky-Trofimov (KT) estimator has nice and analytically computable asymptotic properties, other estimators may be superior for finite length observed data. We explored a number of ansatzes used by the text compression community but none were consistently superior the KT estimator (4) allowing (Formula presented) to vary as an optimization parameter. In empirical experimentation (Formula presented) gives results reasonably close to the minimum codelength.
    • (1997) Probl. Inf. Transm. , vol.33 , pp. 17
    • Shtarkov, Y.M.1    Tjalkens, T.J.2    Willems, F.M.J.3
  • 11
    • 85036207193 scopus 로고    scopus 로고
    • T. J. Tjalkens (private communication)
    • T. J. Tjalkens (private communication).
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    • P. A. J. Volf and F. M. J. Willems, in Proceedings of the 1995 IEEE International Symposium on Information Theory (IEEE, New York, 1995)
    • P. A. J. Volf and F. M. J. Willems, in Proceedings of the 1995 IEEE International Symposium on Information Theory (IEEE, New York, 1995).
  • 14
    • 0020824731 scopus 로고
    • S. Bunton, in Proceedings of the Data Compression Conference 1997, edited by J. A. Storer and M. Cohn (IEEE Computer Society Press, Los Alamitos, 1997), pp. 32–41
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    • (1983) IEEE Trans. Inf. Theory , vol.29 , pp. 656
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  • 19
    • 85036364952 scopus 로고    scopus 로고
    • The computer science literature sometimes deems this a “deterministic” finite-state automaton, meaning that the identity of the subsequent state is determined completely given the previous state and emitted symbol
    • The computer science literature sometimes deems this a “deterministic” finite-state automaton, meaning that the identity of the subsequent state is determined completely given the previous state and emitted symbol.
  • 21
    • 84889281816 scopus 로고    scopus 로고
    • T. Cover and J. Thomas, Elements of Information Theory (Wiley Interscience, New York, 1991)
    • T. Cover and J. Thomas, Elements of Information Theory (Wiley Interscience, New York, 1991).
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    • 85036158247 scopus 로고    scopus 로고
    • Miller & Madow, Air Force Cambridge Research Center Technical Report No. 54-75, 1954 (unpublished); B. Harris, Colloquia Mathematica Societatis Janos Bolya, p. 323 (1975)
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    • We conjecture that the unique correspondence remains for (Formula presented) as long as (Formula presented)
    • We conjecture that the unique correspondence remains for (Formula presented) as long as (Formula presented)
  • 29
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.