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Abstract: This paper laid down the foundations for
what is now known as information theory in a mathematical framework that is probabilistic (see e.g.
Cover and Thomas 1991, Verd'u 1998). That is, Shannon modeled the signal or message process by
a random process and a communication channel by a random transition matrix that may distort
the message. In the five decades that followed, information theory provided fundamental limits for
communication in general and coding and compression in particular. These ... (Update)
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BibTeX entry: (Update)
@misc{ bin-coding,
author = "Jorma Risssanen Bin",
title = "Coding and Compression: a Happy Union of Theory and Practice",
url = "citeseer.ist.psu.edu/756535.html" }
Citations (may not include all citations):
2319
Elements of Information Theory (context) - Cover, Thomas - 1991
1447
A Mathematical Theory of Communication (context) - Shannon - 1948
493
Modeling by Shortest Data Description (context) - Rissanen - 1978
458
A universal algorithm for sequential data compression
- Ziv, Lempel - 1977
293
Compression of individual sequences via variable-rate coding
- Ziv, Lempel - 1978
109
Image coding based on mixture modeling of wavelet coefficien..
- LoPresto, Ramchandran et al. - 1997
35
The LOCO-I lossless image compression algorithm: Principles ..
- Weinberger, Seroussi et al. - 1998
27
Reliable Communication under Channel Uncertainty
- Lapidoth, Narayan
20
Stochastic Complexity and Statistical Inquiry (context) - Rissanen - 1989
14
Image subband coding using context-based classification and ..
- Yoo, Ortega et al. - 1999
14
A Multiplication-Free Multialphabet Arithmetic Code (context) - Rissanen, Mohiuddin - 1989
13
Model selection and Minimum Description Length principle (context) - Hansen, Yu - 1998
4
and Yu (context) - Barron, Rissanen
2
Perceptually Lossless Sound Coding: Separating the Removals .. (context) - Edler, Huang et al. - 2000
1
and Shamai (context) - Biglieri, Proakis
[Article contains additional citations not shown here]
Documents on the same site (http://www.stat.berkeley.edu/users/binyu/publications.html): More
"Comprestimation": Microarray Images in Abundance. - Jörnsten, Yu (2000)
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Boosting with Early Stopping: Convergence and Consistency - Tong Zhang Bin (2003)
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Microarray Image Compression: SLOCO and the Effect of.. - Jornsten, Wang, Yu.. (2002)
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