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    » Estimation of Mutual Information: A Survey
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    TIT
    2008
    95views more  TIT 2008»
    Mutual Information and Conditional Mean Estimation in Poisson Channels
    13 years 5 months ago
    Mutual Information and Conditional Mean Estimation in Poisson Channels
    Download  www.princeton.edu
    Abstract--Following the discovery of a fundamental connection between information measures and estimation measures in Gaussian channels, this paper explores the counterpart of thos...
    Dongning Guo, Shlomo Shamai, Sergio Verdú
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    BMCBI
    2004
    110views more  BMCBI 2004»
    Estimating mutual information using B-spline functions - an improved similarity measure for analysing gene expression data
    13 years 5 months ago
    Estimating mutual information using B-spline functions - an improved similarity measure for analysing gene expression data
    Download  www.biomedcentral.com
    Carsten O. Daub, Ralf Steuer, Joachim Selbig, Seba...
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    ESANN
    2006
    149views Neural Networks» more  ESANN 2006»
    Lag selection for regression models using high-dimensional mutual information
    13 years 7 months ago
    Lag selection for regression models using high-dimensional mutual information
    Download  www.dice.ucl.ac.be
    Mutual information may be used to select the embedding lag of a time series. However, this lag selection is usually limited to the analysis of the mutual information between a pair...
    Geoffroy Simon, Michel Verleysen
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    TSD
    2007
    Springer
    149views Signal Processing» more  TSD 2007»
    Maximum Likelihood and Maximum Mutual Information Training in Gender and Age Recognition System
    13 years 12 months ago
    Maximum Likelihood and Maximum Mutual Information Training in Gender and Age Recognition System
    Download  www.fit.vutbr.cz
    Abstract. Gender and age estimation based on Gaussian Mixture Models (GMM) is introduced. Telephone recordings from the Czech SpeechDatEast database are used as training and test d...
    Valiantsina Hubeika, Igor Szöke, Lukas Burget...
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    ESANN
    2007
    134views Neural Networks» more  ESANN 2007»
    Classifying n-back EEG data using entropy and mutual information features
    13 years 7 months ago
    Classifying n-back EEG data using entropy and mutual information features
    Download  www.physics.brown.edu
    In this work we show that entropy (H) and mutual information (MI) can be used as methods for extracting spatially localized features for classification purposes. In order to incre...
    Liang Wu, Predrag Neskovic, Etienne Reyes, Elena F...
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