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Volumn 21, Issue 8, 2008, Pages 741-752

An efficient mining of weighted frequent patterns with length decreasing support constraints

Author keywords

Data mining; Knowledge discovery; Length decreasing support constraint; Weighted frequent pattern mining; Weighted Smallest Valid Extension property

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ASSOCIATIVE PROCESSING; DATA MINING; DECISION SUPPORT SYSTEMS; INFORMATION MANAGEMENT; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE MANAGEMENT;

EID: 54949091160     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2008.03.059     Document Type: Article
Times cited : (22)

References (37)
  • 1
    • 54949099073 scopus 로고    scopus 로고
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules in large databases, VLDB, September 1994.
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules in large databases, VLDB, September 1994.
  • 2
    • 0027621699 scopus 로고    scopus 로고
    • R. Agrawal, T. Imieliński, A. Swami, Mining association rules between sets of items in large databases, ACM SIGMOD, May 1993.
    • R. Agrawal, T. Imieliński, A. Swami, Mining association rules between sets of items in large databases, ACM SIGMOD, May 1993.
  • 3
    • 19544376989 scopus 로고    scopus 로고
    • F. Bonchi, C. Lunnhese, On closed constrained frequent pattern mining, ICDM'04, November 2004.
    • F. Bonchi, C. Lunnhese, On closed constrained frequent pattern mining, ICDM'04, November 2004.
  • 4
    • 54949100563 scopus 로고    scopus 로고
    • F. Bonchi, C. Lunnhese, Pushing tougher constraints in frequent pattern mining, PAKDD'05, May 2005.
    • F. Bonchi, C. Lunnhese, Pushing tougher constraints in frequent pattern mining, PAKDD'05, May 2005.
  • 5
    • 84953355673 scopus 로고    scopus 로고
    • C.H. Cai, A.W.-C. Fu, C.H. Cheng, W.W. Kwong, Mining association rules with weighted items, IDEAS'98, Cardiff, Wales, UK, July 1998.
    • C.H. Cai, A.W.-C. Fu, C.H. Cheng, W.W. Kwong, Mining association rules with weighted items, IDEAS'98, Cardiff, Wales, UK, July 1998.
  • 7
    • 19544377965 scopus 로고    scopus 로고
    • Y. Chi, H. Wang, R.R. Muntz, Moment: maintaining closed frequent itemsets over a stream sliding window, ICDM'04, November 2004.
    • Y. Chi, H. Wang, R.R. Muntz, Moment: maintaining closed frequent itemsets over a stream sliding window, ICDM'04, November 2004.
  • 8
    • 12344335874 scopus 로고    scopus 로고
    • K. Gade, J. Wang, G. Karypis, Efficient closed pattern mining in the presence of tough block constraints, ACM SIGKDD, August 2004.
    • K. Gade, J. Wang, G. Karypis, Efficient closed pattern mining in the presence of tough block constraints, ACM SIGKDD, August 2004.
  • 10
    • 0039253846 scopus 로고    scopus 로고
    • J. Han, J. Pei, Y. Yin, Mining frequent patterns without candidate generation, ACM SIGMOD, May 2000.
    • J. Han, J. Pei, Y. Yin, Mining frequent patterns without candidate generation, ACM SIGMOD, May 2000.
  • 11
    • 2442449952 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation: a frequent-pattern tree approach
    • Han J., Pei J., Yin Y., and Mao R. Mining frequent patterns without candidate generation: a frequent-pattern tree approach. Data Mining and Knowledge Discovery (2004)
    • (2004) Data Mining and Knowledge Discovery
    • Han, J.1    Pei, J.2    Yin, Y.3    Mao, R.4
  • 12
    • 54949103351 scopus 로고    scopus 로고
    • C.K. Leung, L.V.S. Lakshmanan, Exploiting succinct constraints using FP-trees, ACM SIGKDD Explorations, 4, 2002.
    • C.K. Leung, L.V.S. Lakshmanan, Exploiting succinct constraints using FP-trees, ACM SIGKDD Explorations, 4, 2002.
  • 13
    • 26944476750 scopus 로고    scopus 로고
    • G. Liu, H. Lu, Y. Xu, J.X. Yu, Ascending frequency ordered prefix-tree: efficient mining of frequent patterns, DASFAA, 2003.
    • G. Liu, H. Lu, Y. Xu, J.X. Yu, Ascending frequency ordered prefix-tree: efficient mining of frequent patterns, DASFAA, 2003.
  • 14
    • 0242709391 scopus 로고    scopus 로고
    • J. Liu, Y. Pan, K. Wang, J. Han, Mining frequent item sets by opportunistic projection, in: Proceedings of the Eighth ACM SIGKDD, July 2002.
    • J. Liu, Y. Pan, K. Wang, J. Han, Mining frequent item sets by opportunistic projection, in: Proceedings of the Eighth ACM SIGKDD, July 2002.
  • 15
    • 0032092760 scopus 로고    scopus 로고
    • R.T. Ng, L.V.S. Lakshmanan, J. Han, Exploratory mining and pruning optimizations of constrained association rules, SIGKDD'98, August 1998.
    • R.T. Ng, L.V.S. Lakshmanan, J. Han, Exploratory mining and pruning optimizations of constrained association rules, SIGKDD'98, August 1998.
  • 17
    • 54949151272 scopus 로고    scopus 로고
    • N. Pasquier, Y. Bastide, R. Taouil, L. Lakhal, Discovering frequent closed itemsets for association rules, ICDT'99, 1999.
    • N. Pasquier, Y. Bastide, R. Taouil, L. Lakhal, Discovering frequent closed itemsets for association rules, ICDT'99, 1999.
  • 18
    • 54949114135 scopus 로고    scopus 로고
    • J. Pei, J. Han, CLOSET: an efficient algorithm for mining frequent closed itemsets, DMKD, May 2000.
    • J. Pei, J. Han, CLOSET: an efficient algorithm for mining frequent closed itemsets, DMKD, May 2000.
  • 19
    • 0035016447 scopus 로고    scopus 로고
    • J. Pei, J. Han, L.V.S. Lakshmanan, Mining frequent itemsets with convertible constraints, ICDE 2001, April 2001.
    • J. Pei, J. Han, L.V.S. Lakshmanan, Mining frequent itemsets with convertible constraints, ICDE 2001, April 2001.
  • 20
    • 78149320187 scopus 로고    scopus 로고
    • J. Pei, J. Han, H. Lu, S. Nishio, S. Tang, D. Yang, H-Mine: hyper-structure mining of frequent patterns in large databases, ICDM, November/December 2001.
    • J. Pei, J. Han, H. Lu, S. Nishio, S. Tang, D. Yang, H-Mine: hyper-structure mining of frequent patterns in large databases, ICDM, November/December 2001.
  • 22
    • 54949132360 scopus 로고    scopus 로고
    • A. Savasere, E. Omiecinski, S. Navathe, An efficient algorithm for mining association rules in large databases, VLDB, 1995.
    • A. Savasere, E. Omiecinski, S. Navathe, An efficient algorithm for mining association rules in large databases, VLDB, 1995.
  • 23
    • 47349084243 scopus 로고    scopus 로고
    • M. Seno, G. Karypis, LPMiner: an algorithm for finding frequent itemsets using length decreasing support constraint, ICDM'01, November 2001.
    • M. Seno, G. Karypis, LPMiner: an algorithm for finding frequent itemsets using length decreasing support constraint, ICDM'01, November 2001.
  • 24
    • 22044458573 scopus 로고    scopus 로고
    • Finding frequent patterns using length-decreasing support constraints
    • Seno M., and Karypis G. Finding frequent patterns using length-decreasing support constraints. Data Mining and Knowledge Discovery (2005)
    • (2005) Data Mining and Knowledge Discovery
    • Seno, M.1    Karypis, G.2
  • 25
    • 12244305832 scopus 로고    scopus 로고
    • M. Steinbach, P.N. Tan, H. Xiong, V. Kumar, Generalizing the notion of support, ACM SIGKDD, August 2004.
    • M. Steinbach, P.N. Tan, H. Xiong, V. Kumar, Generalizing the notion of support, ACM SIGKDD, August 2004.
  • 26
    • 77952367550 scopus 로고    scopus 로고
    • F. Tao, Weighted association rule mining using weighted support and significant framework, ACM SIGKDD, August 2003.
    • F. Tao, Weighted association rule mining using weighted support and significant framework, ACM SIGKDD, August 2003.
  • 27
    • 77952363125 scopus 로고    scopus 로고
    • J. Wang, J. Han, J. Pei, CLOSET+: searching for the best strategies for mining frequent closed itemsets, ACM SIGKDD, August 2003.
    • J. Wang, J. Han, J. Pei, CLOSET+: searching for the best strategies for mining frequent closed itemsets, ACM SIGKDD, August 2003.
  • 28
    • 22044433094 scopus 로고    scopus 로고
    • K. Wang, Y. He, J. Han, Mining frequent itemsets using support constraints, VLDB, September 2000.
    • K. Wang, Y. He, J. Han, Mining frequent itemsets using support constraints, VLDB, September 2000.
  • 29
    • 54949120780 scopus 로고    scopus 로고
    • J. Wang, G. Karypis, BAMBOO: accelerating closed itemset mining by deeply pushing the length-decreasing support constraint, SDM'04, April 2004.
    • J. Wang, G. Karypis, BAMBOO: accelerating closed itemset mining by deeply pushing the length-decreasing support constraint, SDM'04, April 2004.
  • 31
    • 12244275963 scopus 로고    scopus 로고
    • H. Xiong, S. Shekhar, P.N. Tan, V. Kumar, Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated Pairs, ACM SIGKDD, August 2004.
    • H. Xiong, S. Shekhar, P.N. Tan, V. Kumar, Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated Pairs, ACM SIGKDD, August 2004.
  • 32
    • 84880087434 scopus 로고    scopus 로고
    • U. Yun, J.J. Leggett, WFIM: weighted frequent itemset mining with a weight range and a minimum weight, in: International Conference on SIAM Data Mining (SDM'05), April 2005.
    • U. Yun, J.J. Leggett, WFIM: weighted frequent itemset mining with a weight range and a minimum weight, in: International Conference on SIAM Data Mining (SDM'05), April 2005.
  • 33
    • 54949089817 scopus 로고    scopus 로고
    • U. Yun, J.J. Leggett, WLPMiner: WLPMiner: weighted frequent pattern mining with length-decreasing support constraints, PAKDD'05, May 2005.
    • U. Yun, J.J. Leggett, WLPMiner: WLPMiner: weighted frequent pattern mining with length-decreasing support constraints, PAKDD'05, May 2005.
  • 34
    • 54949116978 scopus 로고    scopus 로고
    • U. Yun, J.J. Leggett, WIP: weighted interesting pattern mining with a strong weight and/or support affinity, in: International Conference on SIAM Data Mining (SDM'06), April 2006.
    • U. Yun, J.J. Leggett, WIP: weighted interesting pattern mining with a strong weight and/or support affinity, in: International Conference on SIAM Data Mining (SDM'06), April 2006.
  • 36
    • 33846239457 scopus 로고    scopus 로고
    • Mining lossless closed frequent patterns with weight constraints
    • Yun U. Mining lossless closed frequent patterns with weight constraints. Knowledge Based Systems 210 (2007) 86-97
    • (2007) Knowledge Based Systems , vol.210 , pp. 86-97
    • Yun, U.1
  • 37
    • 54949134247 scopus 로고    scopus 로고
    • M.J. Zaki, C.J. Hsiao, CHARM: an efficient algorithm for closed itemset mining, SDM'02, April, 2002.
    • M.J. Zaki, C.J. Hsiao, CHARM: an efficient algorithm for closed itemset mining, SDM'02, April, 2002.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.