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Volumn 39, Issue 8, 2012, Pages 7196-7206

DBV-Miner: A Dynamic Bit-Vector approach for fast mining frequent closed itemsets

Author keywords

BitTable; Data mining; Dynamic Bit Vector; Frequent closed itemsets; Vertical data format

Indexed keywords

BITTABLE; COMPUTING TIME; DATA FORMAT; FIXED SIZE; FREQUENT CLOSED ITEMSETS; ITEM SETS; LOOK UP TABLE; MEMORY USAGE; MINING FREQUENT ITEMSETS; REDUNDANT RULES; TRANSACTION DATABASE;

EID: 84857651217     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.01.062     Document Type: Article
Times cited : (91)

References (27)
  • 1
    • 0002221136 scopus 로고
    • Fast algorithms for mining association rules
    • Agrawal, R.; & Srikant, R. (1994). Fast algorithms for mining association rules. In VLDB'94 (pp. 487-499).
    • (1994) VLDB'94 , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 3
    • 34047267825 scopus 로고    scopus 로고
    • BitTable-FI: An efficient mining frequent itemsets algorithm
    • J. Dong, and M. Han BitTable-FI: An efficient mining frequent itemsets algorithm Knowledge Based Systems 20 4 2007 329 335
    • (2007) Knowledge Based Systems , vol.20 , Issue.4 , pp. 329-335
    • Dong, J.1    Han, M.2
  • 5
    • 61849161663 scopus 로고    scopus 로고
    • Maintenance of fast updated frequent pattern trees for record deletion
    • T.-P. Hong, C.-W. Lin, and Y.-L. Wu Maintenance of fast updated frequent pattern trees for record deletion Computational Statistics and Data Analysis 53 7 2009 2485 2499
    • (2009) Computational Statistics and Data Analysis , vol.53 , Issue.7 , pp. 2485-2499
    • Hong, T.-P.1    Lin, C.-W.2    Wu, Y.-L.3
  • 6
    • 70349440958 scopus 로고    scopus 로고
    • An efficient and effective association-rule maintenance algorithm for record modification
    • T.-P. Hong, and C.-J. Wang An efficient and effective association-rule maintenance algorithm for record modification Expert Systems with Applications 37 1 2010 618 626
    • (2010) Expert Systems with Applications , vol.37 , Issue.1 , pp. 618-626
    • Hong, T.-P.1    Wang, C.-J.2
  • 11
    • 34748914204 scopus 로고    scopus 로고
    • Frequent closed itemsets mining using prefix graphs with an efficient flow-based pruning strategy
    • Moonestinghe, H. D. K.; Fodeh, S.; & Tan, P. N. (2006). Frequent closed itemsets mining using prefix graphs with an efficient flow-based pruning strategy. In Proceedings of 6th ICDM, Hong Kong (pp. 426-435).
    • (2006) Proceedings of 6th ICDM, Hong Kong , pp. 426-435
    • Moonestinghe, D.H.K.1    Fodeh, S.2    Tan, P.N.3
  • 13
    • 0033096890 scopus 로고    scopus 로고
    • Efficient mining of association rules using closed itemset lattices
    • N. Pasquier, Y. Bastide, R. Taouil, and L. Lakhal Efficient mining of association rules using closed itemset lattices Information Systems 24 1 1999 25 46
    • (1999) Information Systems , vol.24 , Issue.1 , pp. 25-46
    • Pasquier, N.1    Bastide, Y.2    Taouil, R.3    Lakhal, L.4
  • 15
    • 34548566223 scopus 로고    scopus 로고
    • CloseMiner: Discovering frequent closed itemsets using frequent closed tidsets
    • Washington DC, USA
    • Singh, N. G.; Singh, S. R.; & Mahanta, A.K. (2005). CloseMiner: Discovering frequent closed itemsets using frequent closed tidsets. In Proceedings of the 5th ICDM, Washington DC, USA (pp. 633-636).
    • (2005) Proceedings of the 5th ICDM , pp. 633-636
    • Singh, N.G.1    Singh, S.R.2    Mahanta, A.K.3
  • 16
    • 48649099292 scopus 로고    scopus 로고
    • Index-BitTableFI: An improved algorithm for mining frequent itemsets
    • W. Song, B. Yang, and Z. Xu Index-BitTableFI: An improved algorithm for mining frequent itemsets Knowledge Based Systems 21 6 2008 507 513
    • (2008) Knowledge Based Systems , vol.21 , Issue.6 , pp. 507-513
    • Song, W.1    Yang, B.2    Xu, Z.3
  • 18
    • 77956115941 scopus 로고    scopus 로고
    • Mining traditional association rules using frequent itemsets lattice
    • Troyes, France, July 6-8 IEEE
    • Vo, B.; & Le, B. (2009). Mining traditional association rules using frequent itemsets lattice. In The 39th international conference on computers and industrial engineering, Troyes, France, July 6-8 (pp. 1401-1406). IEEE.
    • (2009) The 39th International Conference on Computers and Industrial Engineering , pp. 1401-1406
    • Vo, B.1    Le, B.2
  • 19
    • 79955620201 scopus 로고    scopus 로고
    • Interestingness measures for mining association rules: Combination between lattice and hash tables
    • B. Vo, and B. Le Interestingness measures for mining association rules: Combination between lattice and hash tables Expert Systems with Applications 38 9 2011 11630 11640
    • (2011) Expert Systems with Applications , vol.38 , Issue.9 , pp. 11630-11640
    • Vo, B.1    Le, B.2
  • 20
    • 79955593191 scopus 로고    scopus 로고
    • Mining minimal non-redundant association rules using frequent itemsets lattice
    • B. Vo, and B. Le Mining minimal non-redundant association rules using frequent itemsets lattice Journal of Intelligent Systems Technology and Applications 10 1 2011 92 206
    • (2011) Journal of Intelligent Systems Technology and Applications , vol.10 , Issue.1 , pp. 92-206
    • Vo, B.1    Le, B.2
  • 22
    • 34547973316 scopus 로고    scopus 로고
    • Frequent closed itemset based algorithms: A thorough structural and analytical survey
    • S.B. Yahia, T. Hamrouni, and E.M. Nguifo Frequent closed itemset based algorithms: a thorough structural and analytical survey ACM SIGKDD Explorations Newsletter 8 1 2006 93 104
    • (2006) ACM SIGKDD Explorations Newsletter , vol.8 , Issue.1 , pp. 93-104
    • Yahia, S.B.1    Hamrouni, T.2    Nguifo, E.M.3
  • 24
    • 4444337294 scopus 로고    scopus 로고
    • Mining non-redundant association rules
    • M.J. Zaki Mining non-redundant association rules Data Mining and Knowledge Discovery 9 3 2004 223 248
    • (2004) Data Mining and Knowledge Discovery , vol.9 , Issue.3 , pp. 223-248
    • Zaki, M.J.1
  • 26
    • 17044438212 scopus 로고    scopus 로고
    • Efficient algorithms for mining closed itemsets and their lattice structure
    • M.J. Zaki, and C.J. Hsiao Efficient algorithms for mining closed itemsets and their lattice structure IEEE Transactions on Knowledge and Data Engineering 17 4 2005 462 478
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.4 , pp. 462-478
    • Zaki, M.J.1    Hsiao, C.J.2
  • 27
    • 67349218361 scopus 로고    scopus 로고
    • A decremental algorithm of frequent itemset maintenance for mining updated databases
    • S. Zhang, J. Zhang, and Z. Jin A decremental algorithm of frequent itemset maintenance for mining updated databases Expert Systems with Applications 36 8 2009 10890 10895
    • (2009) Expert Systems with Applications , vol.36 , Issue.8 , pp. 10890-10895
    • Zhang, S.1    Zhang, J.2    Jin, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.