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Volumn 177, Issue 17, 2007, Pages 3453-3476

An efficient algorithm for mining frequent inter-transaction patterns

Author keywords

Association rules; Data mining; Inter transaction patterns

Indexed keywords

ASSOCIATION RULES; DATA MINING; DATA STRUCTURES; DATABASE SYSTEMS;

EID: 34250336422     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2007.03.007     Document Type: Article
Times cited : (42)

References (27)
  • 1
    • 0027621699 scopus 로고    scopus 로고
    • R. Agrawal, T. Imielinski, A. Swami, Mining association rules between sets of items in large databases, in: Proceedings of ACM SIGMOD, 1993, pp. 207-216.
  • 2
    • 34250374983 scopus 로고    scopus 로고
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules, in: Proceedings of International Conference on Very Large Data Bases, 1994, pp. 487-499.
  • 3
    • 0032091573 scopus 로고    scopus 로고
    • R.J. Bayardo, Efficiently mining long patterns from databases, in: Proceedings of ACM SIGMOD, 1998, pp. 85-93.
  • 4
    • 0036850692 scopus 로고    scopus 로고
    • Fuzzy association rules and the extended mining algorithms
    • Chen G., and Wei Q. Fuzzy association rules and the extended mining algorithms. Information Sciences 147 1-4 (2002) 201-228
    • (2002) Information Sciences , vol.147 , Issue.1-4 , pp. 201-228
    • Chen, G.1    Wei, Q.2
  • 5
    • 9544246751 scopus 로고    scopus 로고
    • Multiple pattern associations for interpreting structural and functional characteristics of biomolecules
    • Chiu D.K.Y., and Wong A.K.C. Multiple pattern associations for interpreting structural and functional characteristics of biomolecules. Information Sciences 167 1-4 (2004) 23-39
    • (2004) Information Sciences , vol.167 , Issue.1-4 , pp. 23-39
    • Chiu, D.K.Y.1    Wong, A.K.C.2
  • 6
    • 0035311256 scopus 로고    scopus 로고
    • Inter-transactional association rules for multi-dimensional contests for prediction and their application to studying meteorological data
    • Feng L., Dillon T.S., and Liu J. Inter-transactional association rules for multi-dimensional contests for prediction and their application to studying meteorological data. Data and Knowledge Engineering 37 1 (2001) 85-115
    • (2001) Data and Knowledge Engineering , vol.37 , Issue.1 , pp. 85-115
    • Feng, L.1    Dillon, T.S.2    Liu, J.3
  • 7
    • 0036823832 scopus 로고    scopus 로고
    • A template model for multidimensional inter-transactional association rules
    • Feng L., Yu J.X., Lu H., and Han J. A template model for multidimensional inter-transactional association rules. The VLDB Journal 11 2 (2002) 153-175
    • (2002) The VLDB Journal , vol.11 , Issue.2 , pp. 153-175
    • Feng, L.1    Yu, J.X.2    Lu, H.3    Han, J.4
  • 8
    • 4944255708 scopus 로고    scopus 로고
    • Algorithms for mining association rules in bag databases
    • Hsu P.Y., Chen Y.L., and Ling C.C. Algorithms for mining association rules in bag databases. Information Sciences 166 1-4 (2004) 31-47
    • (2004) Information Sciences , vol.166 , Issue.1-4 , pp. 31-47
    • Hsu, P.Y.1    Chen, Y.L.2    Ling, C.C.3
  • 11
    • 31044435307 scopus 로고    scopus 로고
    • Mining association rules with multi-dimensional constraints
    • Lee A.J.T., Lin W.C., and Wang C.S. Mining association rules with multi-dimensional constraints. The Journal of Systems and Software 79 1 (2006) 79-92
    • (2006) The Journal of Systems and Software , vol.79 , Issue.1 , pp. 79-92
    • Lee, A.J.T.1    Lin, W.C.2    Wang, C.S.3
  • 12
    • 0141973902 scopus 로고    scopus 로고
    • Efficient data mining for calling path patterns in GSM networks
    • Lee A.J.T., and Wang Y.T. Efficient data mining for calling path patterns in GSM networks. Information Systems 28 8 (2003) 929-948
    • (2003) Information Systems , vol.28 , Issue.8 , pp. 929-948
    • Lee, A.J.T.1    Wang, Y.T.2
  • 13
    • 33748788269 scopus 로고    scopus 로고
    • A parallel algorithm for mining multiple partial periodic patterns
    • Lee G., Yang W., and Lee J.M. A parallel algorithm for mining multiple partial periodic patterns. Information Sciences 176 24 (2006) 3591-3609
    • (2006) Information Sciences , vol.176 , Issue.24 , pp. 3591-3609
    • Lee, G.1    Yang, W.2    Lee, J.M.3
  • 14
    • 18544390144 scopus 로고    scopus 로고
    • From intra-transaction to generalized inter-transaction: landscaping multidimensional contexts in association rule mining
    • Li Q., Feng L., and Wong A. From intra-transaction to generalized inter-transaction: landscaping multidimensional contexts in association rule mining. Information Sciences 172 3-4 (2005) 361-395
    • (2005) Information Sciences , vol.172 , Issue.3-4 , pp. 361-395
    • Li, Q.1    Feng, L.2    Wong, A.3
  • 15
    • 33646130389 scopus 로고    scopus 로고
    • Streaming data reduction using low-memory factored representations
    • Littau D., and Boley D. Streaming data reduction using low-memory factored representations. Information Sciences 176 14 (2006) 2016-2041
    • (2006) Information Sciences , vol.176 , Issue.14 , pp. 2016-2041
    • Littau, D.1    Boley, D.2
  • 16
    • 31944451673 scopus 로고    scopus 로고
    • Looking into the seeds of time: discovering temporal patterns in large transaction sets
    • Li Y., Zhu S., Wang X.S., and Jajodia S. Looking into the seeds of time: discovering temporal patterns in large transaction sets. Information Sciences 176 8 (2006) 1003-1031
    • (2006) Information Sciences , vol.176 , Issue.8 , pp. 1003-1031
    • Li, Y.1    Zhu, S.2    Wang, X.S.3    Jajodia, S.4
  • 17
    • 34250343152 scopus 로고    scopus 로고
    • H. Lu, J. Han, L. Feng, Stock movement prediction and n-dimensional inter-transaction association rules, in: Proceedings of ACM SIGMOD Workshop on Research Issues on Data Mining and Knowledge, 1998, pp. 1-7.
  • 18
    • 0013024811 scopus 로고    scopus 로고
    • Beyond intratransaction association analysis: mining multidimensional inter-transaction association rules
    • Lu H., Feng L., and Han J. Beyond intratransaction association analysis: mining multidimensional inter-transaction association rules. ACM Transactions on Information Systems 18 4 (2000) 423-454
    • (2000) ACM Transactions on Information Systems , vol.18 , Issue.4 , pp. 423-454
    • Lu, H.1    Feng, L.2    Han, J.3
  • 19
    • 34250324029 scopus 로고    scopus 로고
    • A. Savasere, E. Omiecinski, S. Navathe, An efficient algorithm for mining association rules in large databases, in: Proceedings of International Conference on Very Large Data Bases, 1995, pp. 432-443.
  • 20
    • 0033320738 scopus 로고    scopus 로고
    • New algorithms for efficient mining of association rules
    • Shen Li., Shen H., and Cheng L. New algorithms for efficient mining of association rules. Information Sciences 118 1-4 (1999) 251-268
    • (1999) Information Sciences , vol.118 , Issue.1-4 , pp. 251-268
    • Shen, Li.1    Shen, H.2    Cheng, L.3
  • 21
    • 0005810893 scopus 로고    scopus 로고
    • P. Shenoy, J.R. Haritsa, S. Sudarshan, G. Bhalotia, M. Bawa, D. Shah, Turbo-charging vertical mining of large databases, in: Proceedings of ACM SIGMOD, 2000, pp. 22-33.
  • 22
    • 1342285564 scopus 로고    scopus 로고
    • An efficient cluster and decomposition algorithm for mining association rules
    • Tsay Y.J., and Chiang J.Y. An efficient cluster and decomposition algorithm for mining association rules. Information Sciences 160 1-4 (2004) 161-171
    • (2004) Information Sciences , vol.160 , Issue.1-4 , pp. 161-171
    • Tsay, Y.J.1    Chiang, J.Y.2
  • 23
    • 34250372293 scopus 로고    scopus 로고
    • A.K.H. Tung, H. Lu, J. Han, L. Feng, Breaking the barrier of transactions: mining inter-transaction association rules, in: Proceedings of ACM International Conference on Knowledge and Data Discovery, 1999, pp. 423-454.
  • 25
    • 33645894491 scopus 로고    scopus 로고
    • Flexible online association rule mining based on multidimensional pattern relations
    • Wang C.Y., Tseng S.S., and Hong T.P. Flexible online association rule mining based on multidimensional pattern relations. Information Sciences 176 12 (2006) 1752-1780
    • (2006) Information Sciences , vol.176 , Issue.12 , pp. 1752-1780
    • Wang, C.Y.1    Tseng, S.S.2    Hong, T.P.3
  • 26
    • 34250362473 scopus 로고    scopus 로고
    • Yahoo, Finance, Available from: .
  • 27
    • 33646140552 scopus 로고    scopus 로고
    • A false negative approach to mining frequent itemsets from high speed transactional data streams
    • Yu J.X., Chong Z., Lu H., Zhang Z., and Zhou A. A false negative approach to mining frequent itemsets from high speed transactional data streams. Information Sciences 176 14 (2006) 1986-2015
    • (2006) Information Sciences , vol.176 , Issue.14 , pp. 1986-2015
    • Yu, J.X.1    Chong, Z.2    Lu, H.3    Zhang, Z.4    Zhou, A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.