• DocumentCode
    2179453
  • Title

    Compression and data mining

  • Author

    Simovici, Dan A. ; Ping Chen ; Tong Wang ; Pletea, Dan

  • Author_Institution
    Univ. of Massachusetts Boston, Boston, MA, USA
  • fYear
    2015
  • fDate
    16-19 Feb. 2015
  • Firstpage
    551
  • Lastpage
    555
  • Abstract
    Data compression plays an important role in data mining in assessing the minability of data and a modality of evaluating similarities between complex objects. We focus on compressibility of strings of symbols and on using compression in computing similarity in text corpora; also we propose a novel approach for assessing the quality of text summarization.
  • Keywords
    data compression; data mining; string matching; text analysis; data compression; data mining; text corpora; text summarization quality assessment; Abstracts; Compression algorithms; Correlation; Data mining; Sorting; Vectors; Vocabulary; Thue-Morse sequence; compression ratio; lemmatizing; lossless compression; stemming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Networking and Communications (ICNC), 2015 International Conference on
  • Conference_Location
    Garden Grove, CA
  • Type

    conf

  • DOI
    10.1109/ICCNC.2015.7069404
  • Filename
    7069404
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2179453