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    APBC
    2004
    132views Bioinformatics» more  APBC 2004»
    A Novel Feature Selection Method to Improve Classification of Gene Expression Data
    13 years 8 months ago
    A Novel Feature Selection Method to Improve Classification of Gene Expression Data
    Download  crpit.com
    This paper introduces a novel method for minimum number of gene (feature) selection for a classification problem based on gene expression data with an objective function to maximi...
    Liang Goh, Qun Song, Nikola K. Kasabov
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    BMCBI
    2004
    205views more  BMCBI 2004»
    A combinational feature selection and ensemble neural network method for classification of gene expression data
    13 years 7 months ago
    A combinational feature selection and ensemble neural network method for classification of gene expression data
    Download  www.biomedcentral.com
    Background: Microarray experiments are becoming a powerful tool for clinical diagnosis, as they have the potential to discover gene expression patterns that are characteristic for...
    Bing Liu, Qinghua Cui, Tianzi Jiang, Songde Ma
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    BMCBI
    2005
    118views more  BMCBI 2005»
    Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes
    13 years 7 months ago
    Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes
    Download  www.biomedcentral.com
    Background: In the clinical context, samples assayed by microarray are often classified by cell line or tumour type and it is of interest to discover a set of genes that can be us...
    Thanyaluk Jirapech-Umpai, J. Stuart Aitken
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    ICMCS
    2005
    IEEE
    145views Multimedia» more  ICMCS 2005»
    From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification
    14 years 29 days ago
    From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification
    Download  www.cecs.uci.edu
    Little attention has been paid so far to physiological signals for emotion recognition compared to audio-visual emotion channels, such as facial expressions or speech. In this pap...
    Johannes Wagner, Jonghwa Kim, Elisabeth Andr&eacut...
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    SMC
    2007
    IEEE
    133views Control Systems» more  SMC 2007»
    Text classification using multi-word features
    14 years 1 months ago
    Text classification using multi-word features
    Download  meta-synthesis.iss.ac.cn
    —We carried out a series of experiments on text classification using multi-word features. An automated method was proposed to extract the multi-words from text data set and two d...
    Wen Zhang, Taketoshi Yoshida, Xijin Tang
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