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    NIPS
    2008
    143views Information Technology» more  NIPS 2008»
    An Online Algorithm for Maximizing Submodular Functions
    13 years 9 months ago
    An Online Algorithm for Maximizing Submodular Functions
    Download  www.cs.cmu.edu
    We present an algorithm for solving a broad class of online resource allocation . Our online algorithm can be applied in environments where abstract jobs arrive one at a time, and...
    Matthew J. Streeter, Daniel Golovin
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    TRECVID
    2008
    159views Internet Technology» more  TRECVID 2008»
    Florida International University and University of Miami TRECVID 2008 - High Level Feature Extraction
    13 years 9 months ago
    Florida International University and University of Miami TRECVID 2008 - High Level Feature Extraction
    Download  www-nlpir.nist.gov
    This paper describes the FIU-UM group TRECVID 2008 high level feature extraction task submission. We have used a correlation based video semantic concept detection system for this...
    Guy Ravitz, Lin Lin, Mei-Ling Shyu, Michael Armell...
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    SDM
    2007
    SIAM
    130views Data Mining» more  SDM 2007»
    Towards Attack-Resilient Geometric Data Perturbation
    13 years 9 months ago
    Towards Attack-Resilient Geometric Data Perturbation
    Download  siam.org
    Data perturbation is a popular technique for privacypreserving data mining. The major challenge of data perturbation is balancing privacy protection and data quality, which are no...
    Keke Chen, Gordon Sun, Ling Liu
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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    13 years 9 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    Download  siam.org
    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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    SDM
    2007
    SIAM
    112views Data Mining» more  SDM 2007»
    PoClustering: Lossless Clustering of Dissimilarity Data
    13 years 9 months ago
    PoClustering: Lossless Clustering of Dissimilarity Data
    Download  siam.org
    Given a set of objects V with a dissimilarity measure between pairs of objects in V , a PoCluster is a collection of sets P ⊂ powerset(V ) partially ordered by the ⊂ relation ...
    Jinze Liu, Qi Zhang, Wei Wang 0010, Leonard McMill...
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