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    » Analysis of Functional MRI Data Using Mutual Information
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    ISBI
    2008
    IEEE
    154views Medical Imaging» more  ISBI 2008»
    Mutual information-based feature selection enhances fMRI brain activity classification
    14 years 5 months ago
    Mutual information-based feature selection enhances fMRI brain activity classification
    Download  ftp.cea.fr
    In this paper, we adress the question of decoding cognitive information from functional Magnetic Resonance (MR) images using classification techniques. The main bottleneck for acc...
    Bertrand Thirion, Cécilia Damon, Vincent Mi...
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    EDM
    2010
    160views Data Mining» more  EDM 2010»
    Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System
    13 years 6 months ago
    Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System
    Download  educationaldatamining.org
    Functional magnetic resonance imaging (fMRI) data were collected while students worked with a tutoring system that taught an algebra isomorph. A cognitive model predicted the distr...
    Jon M. Fincham, John R. Anderson, Shawn Betts, Jen...
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    AIME
    2007
    Springer
    135views Artificial Intelligence» more  AIME 2007»
    Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis
    13 years 11 months ago
    Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis
    Download  www.science.uva.nl
    We present a novel method for predictive modeling of human brain states from functional neuroimaging (fMRI) data. Extending the traditional canonical correlation analysis of discre...
    Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W....
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    TNN
    2010
    205views Management» more  TNN 2010»
    Behavior-constrained support vector machines for fMRI data analysis
    12 years 11 months ago
    Behavior-constrained support vector machines for fMRI data analysis
    Download  psg275.bham.ac.uk
    Statistical learning methods are emerging as a valuable tool for decoding information from neural imaging data. The noisy signal and the limited number of training patterns that ar...
    Danmei Chen, Sheng Li, Zoe Kourtzi, Si Wu
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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 4 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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