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    » A Hierarchical Classifier Using New Support Vector Machine
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    MMS
    2006
    130views Information Technology» more  MMS 2006»
    Support vector machine active learning for music retrieval
    13 years 8 months ago
    Support vector machine active learning for music retrieval
    Download  www.ee.columbia.edu
    Searching and organizing growing digital music collections requires a computational model of music similarity. This paper describes a system for performing flexible music similarit...
    Michael I. Mandel, Graham E. Poliner, Daniel P. W....
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    IJCAI
    2003
    147views Artificial Intelligence» more  IJCAI 2003»
    Approximate Policy Iteration using Large-Margin Classifiers
    13 years 9 months ago
    Approximate Policy Iteration using Large-Margin Classifiers
    Download  ijcai.org
    We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...
    Michail G. Lagoudakis, Ronald Parr
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    ICML
    2005
    IEEE
    125views Machine Learning» more  ICML 2005»
    New approaches to support vector ordinal regression
    14 years 8 months ago
    New approaches to support vector ordinal regression
    Download  www.gatsby.ucl.ac.uk
    In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal ...
    Wei Chu, S. Sathiya Keerthi
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    FGR
    2006
    IEEE
    297views Biometrics» more  FGR 2006»
    Automatic Skin Segmentation for Gesture Recognition Combining Region and Support Vector Machine Active Learning
    14 years 2 months ago
    Automatic Skin Segmentation for Gesture Recognition Combining Region and Support Vector Machine Active Learning
    Download  doras.dcu.ie
    Skin segmentation is the cornerstone of many applications such as gesture recognition, face detection, and objectionable image filtering. In this paper, we attempt to address the ...
    Junwei Han, George Awad, Alistair Sutherland, Hai ...
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    PR
    2006
    229views more  PR 2006»
    FS_SFS: A novel feature selection method for support vector machines
    13 years 8 months ago
    FS_SFS: A novel feature selection method for support vector machines
    Download  www.stat.umn.edu
    In many pattern recognition applications, high-dimensional feature vectors impose a high computational cost as well as the risk of "overfitting". Feature Selection addre...
    Yi Liu, Yuan F. Zheng
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