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    SDM
    2008
    SIAM
    157views Data Mining» more  SDM 2008»
    ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data
    13 years 9 months ago
    ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data
    Download  siam.org
    Gene expression information from microarray experiments is a primary form of data for biological analysis and can offer insights into disease processes and cellular behaviour. Suc...
    M. Maruf Hossain, Md. Rafiul Hassan, James Bailey
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    SDM
    2008
    SIAM
    114views Data Mining» more  SDM 2008»
    Semi-Supervised Classification with Universum
    13 years 9 months ago
    Semi-Supervised Classification with Universum
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    The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
    Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhan...
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    SDM
    2008
    SIAM
    133views Data Mining» more  SDM 2008»
    Semantic Smoothing for Bayesian Text Classification with Small Training Data
    13 years 9 months ago
    Semantic Smoothing for Bayesian Text Classification with Small Training Data
    Download  www.cis.drexel.edu
    Bayesian text classifiers face a common issue which is referred to as data sparsity problem, especially when the size of training data is very small. The frequently used Laplacian...
    Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu
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    SDM
    2007
    SIAM
    143views Data Mining» more  SDM 2007»
    Patterns of Cascading Behavior in Large Blog Graphs
    13 years 9 months ago
    Patterns of Cascading Behavior in Large Blog Graphs
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    How do blogs cite and influence each other? How do such links evolve? Does the popularity of old blog posts drop exponentially with time? These are some of the questions that we ...
    Jure Leskovec, Mary McGlohon, Christos Faloutsos, ...
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    SDM
    2007
    SIAM
    117views Data Mining» more  SDM 2007»
    Summarizing Review Scores of "Unequal" Reviewers
    13 years 9 months ago
    Summarizing Review Scores of "Unequal" Reviewers
    Download  www.cs.sfu.ca
    A frequently encountered problem in decision making is the following review problem: review a large number of objects and select a small number of the best ones. An example is sel...
    Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang
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