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    » SCAN: a structural clustering algorithm for networks
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    JMLR
    2010
    113views more  JMLR 2010»
    Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure
    13 years 4 months ago
    Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure
    Download  jmlr.csail.mit.edu
    We study the problem of learning an optimal Bayesian network in a constrained search space; skeletons are compelled to be subgraphs of a given undirected graph called the super-st...
    Kaname Kojima, Eric Perrier, Seiya Imoto, Satoru M...
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    CIKM
    2010
    Springer
    166views Information Technology» more  CIKM 2010»
    SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
    13 years 8 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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    ICML
    1995
    IEEE
    123views Machine Learning» more  ICML 1995»
    Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network
    14 years 10 months ago
    Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network
    Download  www.cs.utexas.edu
    Understanding high-dimensional real world data usually requires learning the structure of the data space. The structure maycontain high-dimensional clusters that are related in co...
    Justine Blackmore, Risto Miikkulainen
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    SGAI
    2009
    Springer
    93views Artificial Intelligence» more  SGAI 2009»
    Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference
    14 years 2 months ago
    Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference
    Download  www.syntilect.com
    Christopher Fogelberg, Vasile Palade
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    JDCTA
    2010
    130views more  JDCTA 2010»
    A Search Algorithm for Clusters in a Network or Graph
    13 years 4 months ago
    A Search Algorithm for Clusters in a Network or Graph
    Download  www.aicit.org
    A novel breadth-first based structural clustering method for graphs is proposed. Clustering is an important task for analyzing complex networks such as biological networks, World ...
    Dongming Chen, Jing Wang, Xiaodong Chen, Xiaowei X...
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