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    SDM
    2004
    SIAM
    211views Data Mining» more  SDM 2004»
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    13 years 8 months ago
    Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects
    Download  www.dbs.informatik.uni-muenchen.de
    Databases are a key technology for molecular biology which is a very data intensive discipline. Since molecular biological databases are rather heterogeneous, unification and data...
    Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...
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    ICPR
    2010
    IEEE
    275views Computer Vision» more  ICPR 2010»
    On the Dimensionality Reduction for Sparse Representation Based Face Recognition
    14 years 7 days ago
    On the Dimensionality Reduction for Sparse Representation Based Face Recognition
    Download  www4.comp.polyu.edu.hk
    Face recognition (FR) is an active yet challenging topic in computer vision applications. As a powerful tool to represent high dimensional data, recently sparse representation bas...
    Lei Zhang, Meng Yang, Zhizhao Feng, David Zhang
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    BMCBI
    2008
    147views more  BMCBI 2008»
    Transmembrane helix prediction using amino acid property features and latent semantic analysis
    13 years 7 months ago
    Transmembrane helix prediction using amino acid property features and latent semantic analysis
    Download  eprints.iisc.ernet.in
    Background: Prediction of transmembrane (TM) helices by statistical methods suffers from lack of sufficient training data. Current best methods use hundreds or even thousands of f...
    Madhavi Ganapathiraju, Narayanas Balakrishnan, Raj...
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    ICMLA
    2009
    162views Machine Learning» more  ICMLA 2009»
    Transformation Learning Via Kernel Alignment
    13 years 5 months ago
    Transformation Learning Via Kernel Alignment
    Download  www.cs.columbia.edu
    This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
    Andrew Howard, Tony Jebara
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    CIKM
    2008
    Springer
    159views Information Technology» more  CIKM 2008»
    Academic conference homepage understanding using constrained hierarchical conditional random fields
    13 years 9 months ago
    Academic conference homepage understanding using constrained hierarchical conditional random fields
    Download  keg.cs.tsinghua.edu.cn
    We address the problem of academic conference homepage understanding for the Semantic Web. This problem consists of three labeling tasks - labeling conference function pages, func...
    Xin Xin, Juanzi Li, Jie Tang, Qiong Luo
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