• DocumentCode
    3666230
  • Title

    Authorship Semantical Identification Using Holomorphic Chebyshev Projectors

  • Author

    Christian Napoli;Emiliano Tramontana;Grazia Lo Sciuto;Marcin Wozniak;Robertas Damaevicius;Grzegorz Borowik

  • Author_Institution
    Dept. of Math. &
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    232
  • Lastpage
    237
  • Abstract
    Text attribution and classification, for both information retrieval and analysis, have become one of the main issues in the matter of security, trust and copyright preservation. This paper proposes an innovative approach for text classification using Chebyshev polynomials and holomorphic transforms of the coefficients space. The main advantage of this choice lies in the generality and robustness of the proposed semantical identifier, which can be applied to various contexts and lexical domains without any modification.
  • Keywords
    "Chebyshev approximation","Databases","Transforms","Feature extraction","Radiation detectors","Polynomials","Modeling"
  • Publisher
    ieee
  • Conference_Titel
    Computer Aided System Engineering (APCASE), 2015 Asia-Pacific Conference on
  • Type

    conf

  • DOI
    10.1109/APCASE.2015.48
  • Filename
    7287025