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    » Packet Classification Algorithms: From Theory to Practice
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    KDD
    2005
    ACM
    158views Data Mining» more  KDD 2005»
    Adversarial learning
    14 years 9 months ago
    Adversarial learning
    Download  www.cs.washington.edu
    Many classification tasks, such as spam filtering, intrusion detection, and terrorism detection, are complicated by an adversary who wishes to avoid detection. Previous work on ad...
    Daniel Lowd, Christopher Meek
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    CIKM
    2007
    Springer
    148views Information Technology» more  CIKM 2007»
    Improving the classification of newsgroup messages through social network analysis
    14 years 3 months ago
    Improving the classification of newsgroup messages through social network analysis
    Download  research.microsoft.com
    Newsgroup participants interact with their communities through conversation threads. They may respond to a message to answer a question, debate a topic, support or disagree with a...
    Blaz Fortuna, Eduarda Mendes Rodrigues, Natasa Mil...
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    WWW
    2008
    ACM
    201views Internet Technology» more  WWW 2008»
    Learning deterministic regular expressions for the inference of schemas from XML data
    14 years 9 months ago
    Learning deterministic regular expressions for the inference of schemas from XML data
    Download  www2008.org
    Inferring an appropriate DTD or XML Schema Definition (XSD) for a given collection of XML documents essentially reduces to learning deterministic regular expressions from sets of ...
    Geert Jan Bex, Wouter Gelade, Frank Neven, Stijn V...
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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    13 years 9 months ago
    What should be expected from feature selection in small-sample settings
    Download  gsp.tamu.edu
    Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
    Chao Sima, Edward R. Dougherty
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    SIAMIS
    2008
    279views more  SIAMIS 2008»
    A New Alternating Minimization Algorithm for Total Variation Image Reconstruction
    13 years 8 months ago
    A New Alternating Minimization Algorithm for Total Variation Image Reconstruction
    Download  www.caam.rice.edu
    We propose, analyze and test an alternating minimization algorithm for recovering images from blurry and noisy observations with total variation (TV) regularization. This algorith...
    Yilun Wang, Junfeng Yang, Wotao Yin, Yin Zhang
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