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    SDM
    2004
    SIAM
    207views Data Mining» more  SDM 2004»
    BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint
    13 years 6 months ago
    BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint
    Download  glaros.dtc.umn.edu
    Previous study has shown that mining frequent patterns with length-decreasing support constraint is very helpful in removing some uninteresting patterns based on the observation t...
    Jianyong Wang, George Karypis
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    SDM
    2004
    SIAM
    141views Data Mining» more  SDM 2004»
    Active Mining of Data Streams
    13 years 6 months ago
    Active Mining of Data Streams
    Download  making.csie.ndhu.edu.tw
    Most previously proposed mining methods on data streams make an unrealistic assumption that "labelled" data stream is readily available and can be mined at anytime. Howe...
    Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu
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    SDM
    2004
    SIAM
    212views Data Mining» more  SDM 2004»
    Clustering with Bregman Divergences
    13 years 6 months ago
    Clustering with Bregman Divergences
    Download  jmlr.csail.mit.edu
    A wide variety of distortion functions, such as squared Euclidean distance, Mahalanobis distance, Itakura-Saito distance and relative entropy, have been used for clustering. In th...
    Arindam Banerjee, Srujana Merugu, Inderjit S. Dhil...
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    SDM
    2004
    SIAM
    211views Data Mining» more  SDM 2004»
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    13 years 6 months ago
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    Download  www.dbs.informatik.uni-muenchen.de
    Databases are a key technology for molecular biology which is a very data intensive discipline. Since molecular biological databases are rather heterogeneous, unification and data...
    Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...
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    SDM
    2004
    SIAM
    187views Data Mining» more  SDM 2004»
    Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
    13 years 6 months ago
    Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
    Download  www.cs.utexas.edu
    Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
    Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvri...
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