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Volumn 38, Issue 1, 1992, Pages 61-65

Estimating the Number of States of a Finite-State Source

Author keywords

finite state sources; hidden Markov models; Lempel Ziv algorithm; Model order estimation; universal data compression

Indexed keywords

COMPUTER PROGRAMMING - ALGORITHMS; INFORMATION THEORY - DATA COMPRESSION; MATHEMATICAL TECHNIQUES - ESTIMATION;

EID: 0026679656     PISSN: 00189448     EISSN: 15579654     Source Type: Journal    
DOI: 10.1109/18.108249     Document Type: Article
Times cited : (48)

References (13)
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    • N. Merhav, M. Gutman, and J. Ziv, “On the estimation of the order of a Markov chain and universal data compression,” IEEE Trans. Inform. Theory, vol. 35, 1014–1019, Sept. 1989.
    • (1989) IEEE Trans. Inform. Theory , vol.35 , pp. 1014-1019
    • Merhav, N.1    Gutman, M.2    Ziv, J.3
  • 2
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    • Compression of individual sequences via variable rate coding
    • Sept.
    • J. Ziv and A. Lempel, “Compression of individual sequences via variable rate coding,” IEEE Trans. Inform. Theory, vol. IT-24, pp. 530–536, Sept. 1978.
    • (1978) IEEE Trans. Inform. Theory , vol.IT-24 , pp. 530-536
    • Ziv, J.1    Lempel, A.2
  • 3
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    • Maximum likelihood from incomplete data via the EM algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the EM algorithm,” J. Roy. Statist. Soc., vol. 39, no. 1, pp. 1–38, 1977.
    • (1977) J. Roy. Statist. Soc. , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 6
    • 84941461796 scopus 로고    scopus 로고
    • Upper bounds on the probability of sequences emitted by finite-state sources and the redundancy of the Lempel-Ziv algorithm
    • E. Plotnik, M. J. Wienberger, and J. Ziv, “Upper bounds on the probability of sequences emitted by finite-state sources and the redundancy of the Lempel-Ziv algorithm,” submitted to IEEE Trans. Inform. Theory.
    • submitted to IEEE Trans. Inform. Theory
    • Plotnik, E.1    Wienberger, M.J.2    Ziv, J.3
  • 7
    • 0002449042 scopus 로고
    • Compression, tests for randomness, and estimating the statistical model of an individual sequence
    • R. M. Capocelli, Ed. New York: Springer-Verlag
    • J. Ziv, “Compression, tests for randomness, and estimating the statistical model of an individual sequence,” in Sequences, R. M. Capocelli, Ed. New York: Springer-Verlag, 1990, pp. 366–373.
    • (1990) Sequences , pp. 366-373
    • Ziv, J.1
  • 8
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    • Universal coding with minimum probability of codeword length overflow
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    • N. Merhav, “Universal coding with minimum probability of codeword length overflow,” IEEE Trans. Inform. Theory, vol. 37, pt. 1, 556–563, May 1991.
    • (1991) IEEE Trans. Inform. Theory , vol.37 , pp. 556-563
    • Merhav, N.1
  • 9
    • 84934904905 scopus 로고
    • Exponential error bounds for erasure, list, and decision feedback schemes
    • Mar.
    • G. D. Forney, Jr., “Exponential error bounds for erasure, list, and decision feedback schemes,” IEEE Trans. Inform. Theory, vol. IT-14, pp. 206–220, Mar. 1968.
    • (1968) IEEE Trans. Inform. Theory , vol.IT-14 , pp. 206-220
    • Forney, G.D.1
  • 11
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
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    • L. R. Rabiner, “A tutorial on hidden Markov models and selected applications in speech recognition,” Proc. IEEE, vol. 77, pp. 257–286, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.