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    SDM
    2008
    SIAM
    256views Data Mining» more  SDM 2008»
    Graph Mining with Variational Dirichlet Process Mixture Models
    13 years 11 months ago
    Graph Mining with Variational Dirichlet Process Mixture Models
    Download  sato-www.cs.titech.ac.jp
    Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
    Koji Tsuda, Kenichi Kurihara
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    SDM
    2008
    SIAM
    140views Data Mining» more  SDM 2008»
    Large-Scale Many-Class Learning
    13 years 11 months ago
    Large-Scale Many-Class Learning
    Download  www.personal.psu.edu
    In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
    Omid Madani, Michael Connor
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    SDM
    2008
    SIAM
    144views Data Mining» more  SDM 2008»
    Active Learning with Model Selection in Linear Regression
    13 years 11 months ago
    Active Learning with Model Selection in Linear Regression
    Download  hrstc.org
    Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
    Masashi Sugiyama, Neil Rubens
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    SDM
    2008
    SIAM
    176views Data Mining» more  SDM 2008»
    A General Model for Multiple View Unsupervised Learning
    13 years 11 months ago
    A General Model for Multiple View Unsupervised Learning
    Download  www.cs.binghamton.edu
    Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...
    Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang
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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 11 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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