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    » Gene Classification using Expression Profiles: A Feasibility...
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    BMCBI
    2007
    143views more  BMCBI 2007»
    Gene selection for classification of microarray data based on the Bayes error
    13 years 7 months ago
    Gene selection for classification of microarray data based on the Bayes error
    Download  www.biomedcentral.com
    Background: With DNA microarray data, selecting a compact subset of discriminative genes from thousands of genes is a critical step for accurate classification of phenotypes for, ...
    Ji-Gang Zhang, Hong-Wen Deng
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    ACSC
    2009
    IEEE
    204views Theoretical Computer Science» more  ACSC 2009»
    Inference of Gene Expression Networks Using Memetic Gene Expression Programming
    14 years 2 months ago
    Inference of Gene Expression Networks Using Memetic Gene Expression Programming
    Download  crpit.com
    In this paper we aim to infer a model of genetic networks from time series data of gene expression profiles by using a new gene expression programming algorithm. Gene expression n...
    Armita Zarnegar, Peter Vamplew, Andrew Stranieri
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    BIOINFORMATICS
    2007
    195views more  BIOINFORMATICS 2007»
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    13 years 7 months ago
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    Download  www.stat.ucla.edu
    Motivation: High-throughput expression profiling allows researchers to study gene activities globally. Genes with similar expression profiles are likely to encode proteins that ma...
    Shinsheng Yuan, Ker-Chau Li
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    KDD
    2002
    ACM
    147views Data Mining» more  KDD 2002»
    Visualized Classification of Multiple Sample Types
    14 years 8 months ago
    Visualized Classification of Multiple Sample Types
    Download  www.cse.buffalo.edu
    The goal of the knowledge discovery and data mining is to extract the useful knowledge from the given data. Visualization enables us to find structures, features, patterns, and re...
    Li Zhang, Aidong Zhang, Murali Ramanathan
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    RECOMB
    2003
    Springer
    156views Computational Biology» more  RECOMB 2003»
    Joint classifier and feature optimization for cancer diagnosis using gene expression data
    14 years 8 months ago
    Joint classifier and feature optimization for cancer diagnosis using gene expression data
    Download  www.cs.duke.edu
    Recent research has demonstrated quite convincingly that accurate cancer diagnosis can be achieved by constructing classifiers that are designed to compare the gene expression pro...
    Balaji Krishnapuram, Lawrence Carin, Alexander J. ...
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