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Authorship Semantical Identification Using Holomorphic Chebyshev Projectors

  • University of Catania
  • Kaunas University of Technology
  • Warsaw University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

14 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - 2015 Asia-Pacific Conference on Computer-Aided System Engineering, APCASE 2015
EditorsAlberto Sanchez, Carlos Monsalve, Zenon Chaczko
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages232-237
Number of pages6
ISBN (Electronic)9781479975884
DOIs
Publication statusPublished - 1 Oct 2015
EventAsia-Pacific Conference on Computer-Aided System Engineering, APCASE 2015 - Quito, Pichincha, Ecuador
Duration: 14 Jul 201516 Jul 2015

Publication series

NameProceedings - 2015 Asia-Pacific Conference on Computer-Aided System Engineering, APCASE 2015

Conference

ConferenceAsia-Pacific Conference on Computer-Aided System Engineering, APCASE 2015
Country/TerritoryEcuador
CityQuito, Pichincha
Period14/07/1516/07/15

Keywords

  • authorship identification
  • data mining
  • natural language
  • neural networks
  • text mining

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Control and Systems Engineering

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