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    VLDB
    2005
    ACM
    196views Database» more  VLDB 2005»
    Summarizing and Mining Inverse Distributions on Data Streams via Dynamic Inverse Sampling
    15 years 3 months ago
    Summarizing and Mining Inverse Distributions on Data Streams via Dynamic Inverse Sampling
    Download  www.vldb2005.org
    Emerging data stream management systems approach the challenge of massive data distributions which arrive at high speeds while there is only small storage by summarizing and minin...
    Graham Cormode, S. Muthukrishnan, Irina Rozenbaum
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    KDD
    2003
    ACM
    161views Data Mining» more  KDD 2003»
    Empirical Bayesian data mining for discovering patterns in post-marketing drug safety
    15 years 10 months ago
    Empirical Bayesian data mining for discovering patterns in post-marketing drug safety
    Download  www.lans.ece.utexas.edu
    Because of practical limits in characterizing the safety profiles of therapeutic products prior to marketing, manufacturers and regulatory agencies perform post-marketing surveill...
    David M. Fram, June S. Almenoff, William DuMouchel
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    KDD
    2010
    ACM
    235views Data Mining» more  KDD 2010»
    Direct mining of discriminative patterns for classifying uncertain data
    15 years 1 months ago
    Direct mining of discriminative patterns for classifying uncertain data
    Download  dbgroup.cs.tsinghua.edu.cn
    Classification is one of the most essential tasks in data mining. Unlike other methods, associative classification tries to find all the frequent patterns existing in the input...
    Chuancong Gao, Jianyong Wang
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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    14 years 11 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    SDM
    2007
    SIAM
    184views Data Mining» more  SDM 2007»
    Mining Naturally Smooth Evolution of Clusters from Dynamic Data
    14 years 11 months ago
    Mining Naturally Smooth Evolution of Clusters from Dynamic Data
    Download  siam.org
    Many clustering algorithms have been proposed to partition a set of static data points into groups. In this paper, we consider an evolutionary clustering problem where the input d...
    Yi Wang, Shi-Xia Liu, Jianhua Feng, Lizhu Zhou
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