• DocumentCode
    1625641
  • Title

    Fuzzy data mining based on the compressed fuzzy FP-trees

  • Author

    Lin, Chun-Wei ; Hong, Tzung-Pei ; Lu, Wen-Hsiang

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • fYear
    2009
  • Firstpage
    1068
  • Lastpage
    1072
  • Abstract
    In this paper, we design the compressed fuzzy FP-tree structure to mine fuzzy frequent itemsets from the transactions with quantitative values. It consists of two phases. In the first phase, a compressed fuzzy frequent pattern tree (CFFP tree) is constructed from the given quantitative transactions. In the second phase, a fuzzy mining approach is then proposed to mine the fuzzy frequent itemsets from the CFFP tree constructed. Experiments are also made to show the performance of the proposed approach.
  • Keywords
    data mining; fuzzy set theory; trees (mathematics); compressed fuzzy FP-tree; compressed fuzzy frequent pattern tree; fuzzy data mining; fuzzy frequent itemset mining; quantitative transaction; Association rules; Clustering algorithms; Data mining; Frequency; Fuzzy set theory; Fuzzy sets; Humans; Itemsets; Transaction databases; Tree data structures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277200
  • Filename
    5277200
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1625641