A novel document ranking method using the discrete cosine transform

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    Author
    Park, LAF; Palaniswami, M; Ramamohanarao, K
    Date
    2005-01-01
    Source Title
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    Publisher
    IEEE COMPUTER SOC
    University of Melbourne Author/s
    Park, Laurence; Palaniswami, Marimuthu; Kotagiri, Ramamohanarao
    Affiliation
    Computer Science and Software Engineering
    Metadata
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    Document Type
    Journal Article
    Citations
    Park, L. A. F., Palaniswami, M. & Ramamohanarao, K. (2005). A novel document ranking method using the discrete cosine transform. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 27 (1), pp.130-135. https://doi.org/10.1109/TPAMI.2005.2.
    Access Status
    This item is currently not available from this repository
    URI
    http://hdl.handle.net/11343/31072
    DOI
    10.1109/TPAMI.2005.2
    Abstract
    We propose a new Spectral text retrieval method using the Discrete Cosine Transform (DCT). By taking advantage of the properties of the DCT and by employing the fast query and compression techniques found in vector space methods (VSM), we show that we can process queries as fast as VSM and achieve a much higher precision.
    Keywords
    Artificial Intelligence and Image Processing; Information Systems

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