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    » Volterrafaces: Discriminant Analysis using Volterra Kernels
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    CVPR
    2007
    IEEE
    305views Computer Vision» more  CVPR 2007»
    Kernel Sharing With Joint Boosting For Multi-Class Concept Detection
    14 years 9 months ago
    Kernel Sharing With Joint Boosting For Multi-Class Concept Detection
    Download  www.ee.columbia.edu
    Object/scene detection by discriminative kernel-based classification has gained great interest due to its promising performance and flexibility. In this paper, unlike traditional ...
    Wei Jiang, Shih-Fu Chang, Alexander C. Loui
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    PAMI
    2012
    274views Software Engineering» more  PAMI 2012»
    A Least-Squares Framework for Component Analysis
    11 years 10 months ago
    A Least-Squares Framework for Component Analysis
    Download  www.cs.cmu.edu
    — Over the last century, Component Analysis (CA) methods such as Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), Canonical Correlation Analysis (CCA), Lap...
    Fernando De la Torre
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    ICMLA
    2009
    167views Machine Learning» more  ICMLA 2009»
    Structured Prediction Models for Chord Transcription of Music Audio
    13 years 5 months ago
    Structured Prediction Models for Chord Transcription of Music Audio
    Download  www.cs.columbia.edu
    Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...
    Adrian Weller, Daniel P. W. Ellis, Tony Jebara
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    ARTMED
    2007
    347views more  ARTMED 2007»
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    13 years 7 months ago
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    Download  ftp.esat.kuleuven.ac.be
    Objective: This study investigates the use of automated pattern recognition methods on magnetic resonance data with the ultimate goal to assist clinicians in the diagnosis of brai...
    Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sa...
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    BMCBI
    2007
    194views more  BMCBI 2007»
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    13 years 7 months ago
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    Download  www.biomedcentral.com
    Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
    Xin Zhao, Leo Wang-Kit Cheung
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