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    JCB
    2002
    160views more  JCB 2002»
    Inference from Clustering with Application to Gene-Expression Microarrays
    14 years 11 months ago
    Inference from Clustering with Application to Gene-Expression Microarrays
    Download  www.vision.ime.usp.br
    There are many algorithms to cluster sample data points based on nearness or a similarity measure. Often the implication is that points in different clusters come from different u...
    Edward R. Dougherty, Junior Barrera, Marcel Brun, ...
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    JCP
    2006
    157views more  JCP 2006»
    CF-GeNe: Fuzzy Framework for Robust Gene Regulatory Network Inference
    14 years 11 months ago
    CF-GeNe: Fuzzy Framework for Robust Gene Regulatory Network Inference
    Download  www.academypublisher.com
    Most Gene Regulatory Network (GRN) studies ignore the impact of the noisy nature of gene expression data despite its significant influence upon inferred results. This paper present...
    Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence ...
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    ISBI
    2004
    IEEE
    186views Medical Imaging» more  ISBI 2004»
    Controling The False Positive Detection Rate In Fuzzy Clustering of fMRI Data
    16 years 13 days ago
    Controling The False Positive Detection Rate In Fuzzy Clustering of fMRI Data
    Download  www.radiologyresearch.org
    Despite its potential advantages for fMRI analysis, fuzzy C-means (FCM) clustering suffers from limitations such as the need for a priori knowledge of the number of clusters, and ...
    Hesamoddin Jahanian, Hamid Soltanian-Zadeh, Gholam...
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    JIFS
    2008
    155views more  JIFS 2008»
    Improving supervised learning performance by using fuzzy clustering method to select training data
    14 years 11 months ago
    Improving supervised learning performance by using fuzzy clustering method to select training data
    Download  uclab.khu.ac.kr
    The crucial issue in many classification applications is how to achieve the best possible classifier with a limited number of labeled data for training. Training data selection is ...
    Donghai Guan, Weiwei Yuan, Young-Koo Lee, Andrey G...
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    GECCO
    2005
    Springer
    141views Optimization» more  GECCO 2005»
    Adaptive isolation model using data clustering for multimodal function optimization
    15 years 5 months ago
    Adaptive isolation model using data clustering for multimodal function optimization
    Download  www.cs.bham.ac.uk
    Shin Ando, Jun Sakuma, Shigenobu Kobayashi
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