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    SDM
    2011
    SIAM
    370views Data Mining» more  SDM 2011»
    Sparse Latent Semantic Analysis
    12 years 10 months ago
    Sparse Latent Semantic Analysis
    Download  www.cs.cmu.edu
    Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
    Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....
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    BMCBI
    2008
    131views more  BMCBI 2008»
    K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
    13 years 7 months ago
    K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
    Download  www.biomedcentral.com
    Background: Kernel-based classification and regression methods have been successfully applied to modelling a wide variety of biological data. The Kernel-based Orthogonal Projectio...
    Max Bylesjö, Mattias Rantalainen, Jeremy K. N...
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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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    ICPR
    2002
    IEEE
    132views computer vision» more  ICPR 2002»
    Building a Latent Semantic Index of an Image Database from Patterns of Relevance Feedback
    14 years 8 months ago
    Building a Latent Semantic Index of an Image Database from Patterns of Relevance Feedback
    Download  www.cs.okstate.edu
    This paper proposes a novel view of the information generated by relevance feedback. Latent semantic analysis is adapted to this view to extract useful inter-query information. Th...
    Douglas R. Heisterkamp
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    ICASSP
    2011
    IEEE
    183views Signal Processing» more  ICASSP 2011»
    Concept-based classification for multi-document summarization
    12 years 11 months ago
    Concept-based classification for multi-document summarization
    Download  mirlab.org
    Documents often contain inherently many concepts reflecting specific and generic aspects. To automatically generate a short summary text of documents on similar topics, it is im...
    Asli Çelikyilmaz, Dilek Hakkani-Tür
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