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    SDM
    2008
    SIAM
    134views Data Mining» more  SDM 2008»
    Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation
    13 years 9 months ago
    Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation
    Download  sugiyama-www.cs.titech.ac.jp
    Covariate shift is a situation in supervised learning where training and test inputs follow different distributions even though the functional relation remains unchanged. A common...
    Yuta Tsuboi, Hisashi Kashima, Shohei Hido, Steffen...
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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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    AVI
    2004
    123views Software Engineering» more  AVI 2004»
    SWAPit: a multiple views paradigm for exploring associations of texts and structured data
    13 years 9 months ago
    SWAPit: a multiple views paradigm for exploring associations of texts and structured data
    Download  www-i5.informatik.rwth-aachen.de
    Visualization interfaces that offer multiple coordinated views on a particular set of data items are useful for navigating and exploring complex information spaces. In this paper ...
    Andreas Becks, Christian Seeling
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    ICAD
    2004
    124views Emerging Technology» more  ICAD 2004»
    Soundserver: Data Sonification On-Demand for Computational Instances
    13 years 9 months ago
    Soundserver: Data Sonification On-Demand for Computational Instances
    Download  www.icad.org
    The rapid accumulation of large collections of data has created the need for efficient and intelligent schemes for knowledge extraction and results analysis. The resulting informa...
    Jorge Cardoso, Jos Carvalho, Luís Teixeira,...
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    MSV
    2004
    162views Modeling And Simulation» more  MSV 2004»
    MABAC - Matrix Based Clustering Algorithm
    13 years 9 months ago
    MABAC - Matrix Based Clustering Algorithm
    Download  sosa.ucsd.edu
    Clustering is a prominent method in the data mining field. It is a discovery process that groups data such that intra cluster similarity is maximized and the inter cluster similar...
    Yonghui Chen, Alan P. Sprague, Kevin D. Reilly
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