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    KDD
    2006
    ACM
    201views Data Mining» more  KDD 2006»
    Clustering based large margin classification: a scalable approach using SOCP formulation
    14 years 8 months ago
    Clustering based large margin classification: a scalable approach using SOCP formulation
    Download  drona.csa.iisc.ernet.in
    This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
    J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
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    KDD
    2004
    ACM
    134views Data Mining» more  KDD 2004»
    Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pair
    14 years 8 months ago
    Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pair
    Download  cimic.rutgers.edu
    Given a user-specified minimum correlation threshold and a market basket database with N items and T transactions, an all-strong-pairs correlation query finds all item pairs with...
    Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Ku...
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    RECOMB
    2005
    Springer
    183views Computational Biology» more  RECOMB 2005»
    Predicting Protein-Peptide Binding Affinity by Learning Peptide-Peptide Distance Functions
    14 years 8 months ago
    Predicting Protein-Peptide Binding Affinity by Learning Peptide-Peptide Distance Functions
    Download  www.cs.huji.ac.il
    Many important cellular response mechanisms are activated when a peptide binds to an appropriate receptor. In the immune system, the recognition of pathogen peptides begins when th...
    Chen Yanover, Tomer Hertz
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    STOC
    2006
    ACM
    138views Algorithms» more  STOC 2006»
    The PCP theorem by gap amplification
    14 years 8 months ago
    The PCP theorem by gap amplification
    Download  www.cs.huji.ac.il
    The PCP theorem [3, 2] says that every language in NP has a witness format that can be checked probabilistically by reading only a constant number of bits from the proof. The cele...
    Irit Dinur
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    DCC
    2002
    IEEE
    116views Computer Graphics» more  DCC 2002»
    Rate-Based versus Distortion-Based Optimal Joint Source-Channel Coding
    14 years 8 months ago
    Rate-Based versus Distortion-Based Optimal Joint Source-Channel Coding
    Download  www.inf.uni-konstanz.de
    - We consider a joint source-channel coding system that protects an embedded wavelet bitstream against noise using a finite family of channel codes with error detection and error c...
    Raouf Hamzaoui, Vladimir Stankovic
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