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    » A Multi-metric Similarity Based Analysis of Microarray Data
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    BMCBI
    2006
    98views more  BMCBI 2006»
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
    13 years 7 months ago
    In search of functional association from time-series microarray data based on the change trend and level of gene expression
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    Background: The increasing availability of time-series expression data opens up new possibilities to study functional linkages of genes. Present methods used to infer functional l...
    Feng He, An-Ping Zeng
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    BMCBI
    2006
    201views more  BMCBI 2006»
    Gene selection algorithms for microarray data based on least squares support vector machine
    13 years 7 months ago
    Gene selection algorithms for microarray data based on least squares support vector machine
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    Background: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary ...
    E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
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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
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    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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    IDA
    2007
    Springer
    106views Information Technology» more  IDA 2007»
    An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data
    13 years 7 months ago
    An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data
    Download  home.dei.polimi.it
    : DNA micro-arrays provide thousands of genomic expressions on the same subject. A main issue is then to find the subset of genes whose degeneration is responsible of a certain typ...
    Simone Garatti, Sergio Bittanti, Diego Liberati, A...
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    JCST
    2008
    124views more  JCST 2008»
    Clustering by Pattern Similarity
    13 years 7 months ago
    Clustering by Pattern Similarity
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    The task of clustering is to identify classes of similar objects among a set of objects. The definition of similarity varies from one clustering model to another. However, in most ...
    Haixun Wang, Jian Pei
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