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    SDM
    2007
    SIAM
    177views Data Mining» more  SDM 2007»
    Multi-way Clustering on Relation Graphs
    15 years 5 months ago
    Multi-way Clustering on Relation Graphs
    Download  www-users.cs.umn.edu
    A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...
    Arindam Banerjee, Sugato Basu, Srujana Merugu
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    SDM
    2007
    SIAM
    98views Data Mining» more  SDM 2007»
    Lattice based Clustering of Temporal Gene-Expression Matrices
    15 years 5 months ago
    Lattice based Clustering of Temporal Gene-Expression Matrices
    Download  siam.org
    Individuals show different cell classes when they are in the different stages of a disease, have different disease subtypes, or have different response to a treatment or envir...
    Yang Huang, Martin Farach-Colton
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    CIKM
    2010
    Springer
    166views Information Technology» more  CIKM 2010»
    SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
    15 years 2 months ago
    SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
    Download  www.cs.uiuc.edu
    Community detection is an important task for mining the structure and function of complex networks. Generally, there are several different kinds of nodes in a network which are c...
    Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, ...
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    KDD
    2006
    ACM
    201views Data Mining» more  KDD 2006»
    Clustering based large margin classification: a scalable approach using SOCP formulation
    16 years 4 months ago
    Clustering based large margin classification: a scalable approach using SOCP formulation
    Download  drona.csa.iisc.ernet.in
    This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
    J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
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    SDM
    2004
    SIAM
    187views Data Mining» more  SDM 2004»
    Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
    15 years 5 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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