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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
    14 years 11 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
    14 years 11 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
    14 years 11 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
    14 years 11 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
    14 years 11 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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