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    » A Simple Decomposition Method for Support Vector Machines
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    SYNASC
    2006
    IEEE
    95views Algorithms» more  SYNASC 2006»
    Evolutionary Support Vector Regression Machines
    14 years 3 months ago
    Evolutionary Support Vector Regression Machines
    Download  ls11-www.cs.uni-dortmund.de
    Evolutionary support vector machines (ESVMs) are a novel technique that assimilates the learning engine of the state-of-the-art support vector machines (SVMs) but evolves the coef...
    Ruxandra Stoean, Dumitru Dumitrescu, Mike Preuss, ...
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    JMLR
    2006
    150views more  JMLR 2006»
    Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization
    13 years 9 months ago
    Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization
    Download  jmlr.csail.mit.edu
    Support vector machines utilizing the 1-norm, typically set up as linear programs (Mangasarian, 2000; Bradley and Mangasarian, 1998), are formulated here as a completely unconstra...
    Olvi L. Mangasarian
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    NECO
    2008
    108views more  NECO 2008»
    An SMO Algorithm for the Potential Support Vector Machine
    13 years 9 months ago
    An SMO Algorithm for the Potential Support Vector Machine
    Download  ni.cs.tu-berlin.de
    We describe a fast Sequential Minimal Optimization (SMO) procedure for solving the dual optimization problem of the recently proposed Potential Support Vector Machine (P-SVM). The...
    Tilman Knebel, Sepp Hochreiter, Klaus Obermayer
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    DMIN
    2009
    132views Data Mining» more  DMIN 2009»
    Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
    13 years 6 months ago
    Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
    Download  www.cs.carleton.edu
    Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
    David Barbella, Sami Benzaid, Janara M. Christense...
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    ICMI
    2003
    Springer
    184views Biometrics» more  ICMI 2003»
    Real time facial expression recognition in video using support vector machines
    14 years 2 months ago
    Real time facial expression recognition in video using support vector machines
    Download  www.cs.cmu.edu
    Enabling computer systems to recognize facial expressions and infer emotions from them in real time presents a challenging research topic. In this paper, we present a real time ap...
    Philipp Michel, Rana El Kaliouby
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