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    » Mining Plausible Patterns from Genomic Data
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    KDD
    2004
    ACM
    114views Data Mining» more  KDD 2004»
    Scalable mining of large disk-based graph databases
    15 years 10 months ago
    Scalable mining of large disk-based graph databases
    Download  www.cs.sfu.ca
    Mining frequent structural patterns from graph databases is an interesting problem with broad applications. Most of the previous studies focus on pruning unfruitful search subspac...
    Chen Wang, Wei Wang 0009, Jian Pei, Yongtai Zhu, B...
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    ICDM
    2008
    IEEE
    164views Data Mining» more  ICDM 2008»
    Classifying High-Dimensional Text and Web Data Using Very Short Patterns
    15 years 4 months ago
    Classifying High-Dimensional Text and Web Data Using Very Short Patterns
    Download  www.cs.columbia.edu
    In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
    Hassan H. Malik, John R. Kender
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    SDM
    2007
    SIAM
    104views Data Mining» more  SDM 2007»
    Boosting Optimal Logical Patterns Using Noisy Data
    14 years 11 months ago
    Boosting Optimal Logical Patterns Using Noisy Data
    Download  siam.org
    We consider the supervised learning of a binary classifier from noisy observations. We use smooth boosting to linearly combine abstaining hypotheses, each of which maps a subcube...
    Noam Goldberg, Chung-chieh Shan
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    BIODATAMINING
    2008
    120views more  BIODATAMINING 2008»
    Filling the gap between biology and computer science
    14 years 10 months ago
    Filling the gap between biology and computer science
    Download  www.biodatamining.org
    This editorial introduces BioData Mining, a new journal which publishes research articles related to advances in computational methods and techniques for the extraction of useful ...
    Jesús S. Aguilar-Ruiz, Jason H. Moore, Mary...
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    SIGKDD
    2002
    81views more  SIGKDD 2002»
    P-tree Classification of Yeast Gene Deletion Data
    14 years 9 months ago
    P-tree Classification of Yeast Gene Deletion Data
    Download  www.sigkdd.org
    Genomics data has many properties that make it different from "typical" relational data. The presence of multi-valued attributes as well as the large number of null valu...
    Amal Perera, Anne Denton, Pratap Kotala, William J...
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