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    KDD
    1995
    ACM
    114views Data Mining» more  KDD 1995»
    Designing Neural Networks from Statistical Models: A New Approach to Data Exploration
    14 years 18 days ago
    Designing Neural Networks from Statistical Models: A New Approach to Data Exploration
    Download  www.aaai.org
    We develop,in the context of discriminantanalysis,a generalapproachto the designof neuralarchitectures. It consistsin building a neuralnet ‘around’a statistical model family; ...
    Antonio Ciampi, Yves Lechevallier
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    IFIP12
    2009
    136views Information Technology» more  IFIP12 2009»
    Mining Retail Transaction Data for Targeting Customers with Headroom - A Case Study
    13 years 6 months ago
    Mining Retail Transaction Data for Targeting Customers with Headroom - A Case Study
    Download  cns.bu.edu
    We outline a method to model customer behavior from retail transaction data. In particular, we focus on the problem of recommending relevant products to consumers. Addressing this ...
    Madhu Shashanka, Michael Giering
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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
    13 years 10 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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    KDD
    2003
    ACM
    175views Data Mining» more  KDD 2003»
    Weighted Association Rule Mining using weighted support and significance framework
    14 years 9 months ago
    Weighted Association Rule Mining using weighted support and significance framework
    Download  eprints.ecs.soton.ac.uk
    We address the issues of discovering significant binary relationships in transaction datasets in a weighted setting. Traditional model of association rule mining is adapted to han...
    Feng Tao, Fionn Murtagh, Mohsen Farid
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    KDD
    1999
    ACM
    128views Data Mining» more  KDD 1999»
    Towards Automated Synthesis of Data Mining Programs
    14 years 1 months ago
    Towards Automated Synthesis of Data Mining Programs
    Download  ti.arc.nasa.gov
    Code synthesis is routinely used in industry to generate GUIs, form lling applications, and database support code and is even used with COBOL. In this paper we consider the questi...
    Wray L. Buntine, Bernd Fischer 0002, Thomas Pressb...
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