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» Distribution of Mutual Information
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95
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ICDM
2003
IEEE
130views Data Mining» more  ICDM 2003»
15 years 6 months ago
Information Theoretic Clustering of Sparse Co-Occurrence Data
A novel approach to clustering co-occurrence data poses it as an optimization problem in information theory which minimizes the resulting loss in mutual information. A divisive cl...
Inderjit S. Dhillon, Yuqiang Guan
97
Voted
ICMCS
2000
IEEE
68views Multimedia» more  ICMCS 2000»
15 years 5 months ago
Selective Signal Cancellation for Multiple-Listener Audio Applications: An Information Theory Approach
Selectively canceling signals at specific locations within an acoustical environment with multiple listeners is of significant importance for home theater, teleconferencing, of...
Sunil Bharitkar, Chris Kyriakakis
ICONIP
2004
15 years 2 months ago
Variational Information Maximization for Neural Coding
Abstract. Mutual Information (MI) is a long studied measure of coding efficiency, and many attempts to apply it to population coding have been made. However, this is a computationa...
Felix V. Agakov, David Barber
93
Voted
JCP
2006
129views more  JCP 2006»
15 years 21 days ago
Cancer Classification With MicroRNA Expression Patterns Found By An Information Theory Approach
Abstract-- Some non-coding small RNAs, known as microRNAs (miRNAs), have been shown to play important roles in gene regulation and various biological processes. The abnormal expres...
Yun Zheng, Chee Keong Kwoh
124
Voted
INFORMATICALT
2010
142views more  INFORMATICALT 2010»
14 years 11 months ago
Complexity Estimation of Genetic Sequences Using Information-Theoretic and Frequency Analysis Methods
The genetic information in cells is stored in DNA sequences, represented by a string of four letters, each corresponding to a definite type of nucleotides. Genomic DNA sequences a...
Robertas Damasevicius