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    PROMISE
    2010
    160views Software Engineering» more  PROMISE 2010»
    On the value of learning from defect dense components for software defect prediction
    14 years 4 months ago
    On the value of learning from defect dense components for software defect prediction
    Download  menzies.us
    BACKGROUND: Defect predictors learned from static code measures can isolate code modules with a higher than usual probability of defects. AIMS: To improve those learners by focusi...
    Hongyu Zhang, Adam Nelson, Tim Menzies
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    NIPS
    2001
    97views Information Technology» more  NIPS 2001»
    Sampling Techniques for Kernel Methods
    14 years 11 months ago
    Sampling Techniques for Kernel Methods
    Download  books.nips.cc
    We propose randomized techniques for speeding up Kernel Principal Component Analysis on three levels: sampling and quantization of the Gram matrix in training, randomized rounding...
    Dimitris Achlioptas, Frank McSherry, Bernhard Sch&...
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    HIS
    2004
    169views Information Technology» more  HIS 2004»
    An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
    14 years 11 months ago
    An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
    Download  www.cis.uab.edu
    The increasing volume of unsolicited bulk e-mail (also known as spam) has generated a need for reliable anti-spam filters. Using a classifier based on machine learning techniques ...
    Chih-Chin Lai, Ming-Chi Tsai
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    ACL
    2003
    105views Computational Linguistics» more  ACL 2003»
    Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods
    14 years 11 months ago
    Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods
    Download  www.comp.nus.edu.sg
    In this paper, we present a learning approach to the scenario template task of information extraction, where information filling one template could come from multiple sentences. ...
    Hai Leong Chieu, Hwee Tou Ng, Yoong Keok Lee
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    SIGSOFT
    2003
    ACM
    86views Software Engineering» more  SIGSOFT 2003»
    Policy-enforced linking of untrusted components
    15 years 10 months ago
    Policy-enforced linking of untrusted components
    Download  www.cs.princeton.edu
    d Abstract) Eunyoung Lee Andrew W. Appel Department of Computer Science Princeton University {elee,appel}@cs.princeton.edu Categories and Subject Descriptors D.2.4 [Software Engine...
    Eunyoung Lee, Andrew W. Appel
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