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    » Response modeling with support vector machines
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    JMLR
    2006
    96views more  JMLR 2006»
    A Hierarchy of Support Vector Machines for Pattern Detection
    13 years 4 months ago
    A Hierarchy of Support Vector Machines for Pattern Detection
    Download  jmlr.csail.mit.edu
    We introduce a computational design for pattern detection based on a tree-structured network of support vector machines (SVMs). An SVM is associated with each cell in a recursive ...
    Hichem Sahbi, Donald Geman
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    ICCV
    2007
    IEEE
    203views Computer Vision» more  ICCV 2007»
    Combined Support Vector Machines and Hidden Markov Models for Modeling Facial Action Temporal Dynamics
    13 years 6 months ago
    Combined Support Vector Machines and Hidden Markov Models for Modeling Facial Action Temporal Dynamics
    Download  www.doc.ic.ac.uk
    The analysis of facial expression temporal dynamics is of great importance for many real-world applications. Being able to automatically analyse facial muscle actions (Action Units...
    Michel François Valstar, Maja Pantic
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    BMCBI
    2008
    171views more  BMCBI 2008»
    A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more
    13 years 4 months ago
    A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more
    Download  www.biomedcentral.com
    Background: With the advent of high throughput biotechnology data acquisition platforms such as micro arrays, SNP chips and mass spectrometers, data sets with many more variables ...
    Harri T. Kiiveri
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    BMCBI
    2006
    106views more  BMCBI 2006»
    Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector
    13 years 4 months ago
    Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector
    Download  www.biomedcentral.com
    Metal-binding proteins play important roles in structural stability, signaling, regulation, transport, immune response, metabolism control, and metal homeostasis. Because of their...
    H. H. Lin, L. Y. Han, H. L. Zhang, C. J. Zheng, B....
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    TNN
    2010
    205views Management» more  TNN 2010»
    Behavior-constrained support vector machines for fMRI data analysis
    12 years 11 months ago
    Behavior-constrained support vector machines for fMRI data analysis
    Download  psg275.bham.ac.uk
    Statistical learning methods are emerging as a valuable tool for decoding information from neural imaging data. The noisy signal and the limited number of training patterns that ar...
    Danmei Chen, Sheng Li, Zoe Kourtzi, Si Wu
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