Recent results in information theory

Author:

Kotz Samuel

Abstract

Information theory, in the strict sense, is a rapidly developing branch of probability theory originating from a paper by Claude E. Shannon in theBell System Technical Journalin 1948,in which anew mathematical model ofcommunications systems was proposed and investigated.One of the central innovations of this model was in regarding the prime components of a communications system (the source of messages and the communication channel) as probabilistic entities. Shannon also proposed a quantitative measure of the amount of information based on his notion of entropy and proved the basic theorem of this theory concerning the possi bility of reliable transmission of information over a particular class of noisy channels.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference227 articles.

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1. Theoretical evaluation of feature selection methods based on mutual information;Neurocomputing;2017-02

2. Information Theory and Coding Theory;Wiley StatsRef: Statistics Reference Online;2014-11-17

3. Information Theory and Coding Theory;Encyclopedia of Statistical Sciences;2006-08-15

4. Metrics on partially ordered sets—A survey;Discrete Mathematics;1981

5. A survey of multi-way channels in information theory: 1961-1976;IEEE Transactions on Information Theory;1977-01

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