Entropy estimation

In various science/engineering applications, such as independent component analysis, image analysis, genetic analysis, speech recognition, manifold… (More)
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Topic mentions per year

Topic mentions per year

1985-2018
010203019852018

Papers overview

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2008
2008
The insufficiency of using only second-order statistics and premise of exploiting higher order statistics of the data has been… (More)
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Highly Cited
2006
Highly Cited
2006
Using entropy of traffic distributions has been shown to aid a wide variety of network monitoring applications such as anomaly… (More)
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Highly Cited
2005
Highly Cited
2005
We develop a behavior-based anomaly detection method that detects network anomalies by comparing the current network traffic… (More)
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2005
2005
Differential entropy is a quantity used in many signal processing problems. Often we need to calculate not only the entropy… (More)
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2004
2004
We consider the problem of finite sample corrections for entropy estimation. New estimates of the Shannon entropy are proposed… (More)
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Highly Cited
2004
Highly Cited
2004
In the manifold learning problem, one seeks to discover a smooth low dimensional surface, i.e., a manifold embedded in a higher… (More)
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2004
2004
Motivated by recent work of Joe (1989, Ann. Inst. Statist. Math., 41, 683-697), we introduce estimators of entropy and describe… (More)
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Highly Cited
2002
Highly Cited
2002
  • MIYAO Yusuke
  • 2002
An algorithm is proposed for maximum entropy modeling. It enables probabilistic modeling of complete structures, such as… (More)
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Highly Cited
1998
Highly Cited
1998
  • P. H. Algoet Yu. M. Suhov A. J. WynerMember
  • 1998
{ We discuss a family of estimators for the entropy rate of a stationary ergodic process and prove their pointwise and mean… (More)
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Highly Cited
1996
Highly Cited
1996
We discuss algorithms for estimating the Shannon entropy h of finite symbol sequences with long range correlations. In particular… (More)
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