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    CCS
    2010
    ACM
    128views Security Privacy» more  CCS 2010»
    Lexical feature based phishing URL detection using online learning
    14 years 11 months ago
    Lexical feature based phishing URL detection using online learning
    Download  mmnet.iis.sinica.edu.tw
    Aaron Blum, Brad Wardman, Thamar Solorio, Gary War...
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    124
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    ICML
    2000
    IEEE
    220views Machine Learning» more  ICML 2000»
    Bounds on the Generalization Performance of Kernel Machine Ensembles
    16 years 5 months ago
    Bounds on the Generalization Performance of Kernel Machine Ensembles
    Download  www.cs.ucl.ac.uk
    We study the problem of learning using combinations of machines. In particular we present new theoretical bounds on the generalization performance of voting ensembles of kernel ma...
    Luis Pérez-Breva, Massimiliano Pontil, Theo...
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    146
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    CSDA
    2008
    147views more  CSDA 2008»
    Detection of unknown computer worms based on behavioral classification of the host
    15 years 4 months ago
    Detection of unknown computer worms based on behavioral classification of the host
    Download  www.ise.bgu.ac.il
    Machine learning techniques are widely used in many fields. One of the applications of machine learning in the field of the information security is classification of a computer be...
    Robert Moskovitch, Yuval Elovici, Lior Rokach
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    AAAI
    2008
    156views Intelligent Agents» more  AAAI 2008»
    A Case Study on the Critical Role of Geometric Regularity in Machine Learning
    15 years 6 months ago
    A Case Study on the Critical Role of Geometric Regularity in Machine Learning
    Download  eplex.cs.ucf.edu
    An important feature of many problem domains in machine learning is their geometry. For example, adjacency relationships, symmetries, and Cartesian coordinates are essential to an...
    Jason Gauci, Kenneth O. Stanley
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    ESANN
    2008
    139views Neural Networks» more  ESANN 2008»
    A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM
    15 years 6 months ago
    A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM
    Download  www.dice.ucl.ac.be
    This paper proposes a methodology named OP-ELM, based on a recent development
    Yoan Miche, Patrick Bas, Christian Jutten, Olli Si...
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