In various science/engineering applications, such as independent component analysis, image analysis, genetic analysis, speech recognition, manifoldâ€¦Â (More)

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2008

2008

- Umut Ozertem, Ismail Uysal, Deniz Erdogmus
- IEEE Transactions on Neural Networks
- 2008

The insufficiency of using only second-order statistics and premise of exploiting higher order statistics of the data has beenâ€¦Â (More)

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2006

Highly Cited

2006

- Ashwin Lall, Vyas Sekar, Mitsunori Ogihara, Jun Xu, Hui Zhang
- SIGMETRICS/Performance
- 2006

Using entropy of traffic distributions has been shown to aid a wide variety of network monitoring applications such as anomalyâ€¦Â (More)

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2005

Highly Cited

2005

- Yu Gu, Andrew D McCallum, Donald F. Towsley
- Internet Measurment Conference
- 2005

We develop a behavior-based anomaly detection method that detects network anomalies by comparing the current network trafficâ€¦Â (More)

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2005

2005

- Sarit Shwartz, Michael Zibulevsky, Yoav Y. Schechner
- Signal Processing
- 2005

Differential entropy is a quantity used in many signal processing problems. Often we need to calculate not only the entropyâ€¦Â (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 proposedâ€¦Â (More)

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2004

Highly Cited

2004

- Jose A. Costa, Alfred O. Hero
- IEEE Transactions on Signal Processing
- 2004

In the manifold learning problem, one seeks to discover a smooth low dimensional surface, i.e., a manifold embedded in a higherâ€¦Â (More)

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2004

2004

- Peter Hall, Sally Morton
- 2004

Motivated by recent work of Joe (1989, Ann. Inst. Statist. Math., 41, 683-697), we introduce estimators of entropy and describeâ€¦Â (More)

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2002

Highly Cited

2002

- MIYAO Yusuke
- 2002

An algorithm is proposed for maximum entropy modeling. It enables probabilistic modeling of complete structures, such asâ€¦Â (More)

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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 meanâ€¦Â (More)

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1996

Highly Cited

1996

- Thomas Schurmann, Peter Grassberger
- Chaos
- 1996

We discuss algorithms for estimating the Shannon entropy h of finite symbol sequences with long range correlations. In particularâ€¦Â (More)

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