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The Context-Tree Weighting Method: Basic Properties (1995)  (Make Corrections)  (91 citations)
Frans M. J. Willems, Yuri M. Shtarkov, Tjalling J. Tjalkens
IEEE Trans. Info. Theory



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Abstract: We describe a sequential universal data compression procedure for binary tree sources that performs the "double mixture." Using a context tree, this method weights in an efficient recursive way the coding distributions corresponding to all bounded memory tree sources, and achieves a desirable coding distribution for tree sources with an unknown model and unknown parameters. Computational and storage complexity of the proposed procedure are both linear in the source sequence length. We derive a... (Update)

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BibTeX entry:   (Update)

F.M.J. Willems, Y.M. Shtarkov and Tj.J. Tjalkens, "The Context-Tree Weighting Method: Basic properties, " IEEE Trans. on Inform. Theory, May 1995, pp. 653-664. http://citeseer.ist.psu.edu/article/willems95contexttree.html   More

@article{ willems95contexttree,
    author = "F. M. J. Willems and Y. M. Shtarkov and Tj. J. Tjalkens",
    title = "The context-tree weighting method: basic properties.",
    journal = "IEEE Trans. Info. Theory",
    pages = "653--664",
    year = "1995",
    url = "citeseer.ist.psu.edu/article/willems95contexttree.html" }
Citations (may not include all citations):
2319   Elements of Information Theory (context) - Cover, Thomas - 1991
16   Enumerative source encoding (context) - Cover - 1973



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