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    SDM
    2012
    SIAM
    305views Data Mining» more  SDM 2012»
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    13 years 7 days ago
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    Download  nlp.cs.qc.cuny.edu
    Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
    Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin...
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    SDM
    2012
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    252views Data Mining» more  SDM 2012»
    Learning from Heterogeneous Sources via Gradient Boosting Consensus
    13 years 7 days ago
    Learning from Heterogeneous Sources via Gradient Boosting Consensus
    Download  david.grangier.info
    Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
    Xiaoxiao Shi, Jean-François Paiement, David...
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    SDM
    2012
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    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    13 years 7 days ago
    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    Download  www.hpl.hp.com
    :  Feature Selection “Tomography” - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable George Forman HP Laboratories HPL-2010-19R1 Feature selection; ...
    George Forman
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    SDM
    2012
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    247views Data Mining» more  SDM 2012»
    Simplex Distributions for Embedding Data Matrices over Time
    13 years 7 days ago
    Simplex Distributions for Embedding Data Matrices over Time
    Download  www-kd.iai.uni-bonn.de
    Early stress recognition is of great relevance in precision plant protection. Pre-symptomatic water stress detection is of particular interest, ultimately helping to meet the chal...
    Kristian Kersting, Mirwaes Wahabzada, Christoph R&...
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    SDM
    2012
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    340views Data Mining» more  SDM 2012»
    IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems
    13 years 7 days ago
    IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems
    Download  www.cs.uiuc.edu
    A Cyber-Physical System (CPS) integrates physical (i.e., sensor) devices with cyber (i.e., informational) components to form a situation-aware system that responds intelligently t...
    Lu An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thom...
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