메뉴 건너뛰기




Volumn 7, Issue 3, 2003, Pages 241-272

DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints

Author keywords

Association rules; Constrained frequent itemsets; Constraints in data mining; Data mining; Market basket analysis

Indexed keywords

ASSOCIATION RULES; MARKET BASKET ANALYSIS; SEQUENTIAL PATTERNS;

EID: 0037865635     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1024076020895     Document Type: Conference Paper
Times cited : (54)

References (24)
  • 2
    • 0001371923 scopus 로고    scopus 로고
    • Fast discovery of association rules
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). AAAI/MIT Press, Chap. 12
    • Agrawal, R., Mannila, H., Srikant, R., Toivonen, H., and Verkamo, A.I. 1996. Fast discovery of association rules. In Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). AAAI/MIT Press, Chap. 12, pp. 307-328.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 307-328
    • Agrawal, R.1    Mannila, H.2    Srikant, R.3    Toivonen, H.4    Verkamo, A.I.5
  • 3
    • 0001882616 scopus 로고
    • Fast algorithms for mining association rules in large databases
    • J.B. Bocca, M. Jarke, and C. Zaniolo (Eds.). Santiago de Chile, Chile: Morgan Kaufmann
    • Agrawal, R. and Srikant, R. 1994. Fast algorithms for mining association rules in large databases. In VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases, J.B. Bocca, M. Jarke, and C. Zaniolo (Eds.). Santiago de Chile, Chile: Morgan Kaufmann, pp. 487-499.
    • (1994) VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 8
    • 0035007850 scopus 로고    scopus 로고
    • Mafia: A maximal frequent itemset algorithm for transactional databases
    • IEEE Computer Society
    • Burdick, D., Calimlim, M., and Gehrke, J. 2001. Mafia: A maximal frequent itemset algorithm for transactional databases. In ICDE 2001. IEEE Computer Society.
    • (2001) ICDE 2001
    • Burdick, D.1    Calimlim, M.2    Gehrke, J.3
  • 10
    • 0030642745 scopus 로고    scopus 로고
    • Data mining, hypergraph transversals, and machine learning
    • Gunopulos, D., Mannila, H., Khardon, R., and Toivonen, H. 1997. Data mining, hypergraph transversals, and machine learning. In Proc. PODS 1997, pp. 209-216.
    • (1997) Proc. PODS 1997 , pp. 209-216
    • Gunopulos, D.1    Mannila, H.2    Khardon, R.3    Toivonen, H.4
  • 12
    • 0034825777 scopus 로고    scopus 로고
    • Efficient computation of iceberg cubes with complex measures
    • Han, J., Pei, J., Dong, G., and Wang, K. 2001. Efficient computation of iceberg cubes with complex measures. In SIGMOD Conference.
    • (2001) SIGMOD Conference
    • Han, J.1    Pei, J.2    Dong, G.3    Wang, K.4
  • 13
    • 0345929959 scopus 로고    scopus 로고
    • Is pushing constraints deeply into the mining algorithms really what we want?
    • Hipp, J. and Guntzer, U. 2002. Is pushing constraints deeply into the mining algorithms really what we want? SIGKDD Explorations, 4(1):50-55.
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 50-55
    • Hipp, J.1    Guntzer, U.2
  • 14
    • 0347087668 scopus 로고    scopus 로고
    • Optimization of constrained frequent set queries with 2-variable constraints
    • Delis, Faloutsos, and Ghandeharizadeh (Eds.). Philadephia, PA: ACM Press
    • Lakshmanan, L.V.S., Ng, R.T., Han, J., and Pang, A. 1999. Optimization of constrained frequent set queries with 2-variable constraints. In SIGMUD 1999, Delis, Faloutsos, and Ghandeharizadeh (Eds.). Philadephia, PA: ACM Press, pp. 157-168.
    • (1999) SIGMUD 1999 , pp. 157-168
    • Lakshmanan, L.V.S.1    Ng, R.T.2    Han, J.3    Pang, A.4
  • 15
    • 3142566293 scopus 로고    scopus 로고
    • Exploiting succinct constraints using fp-trees
    • Leung, C.K.-S., Lakshmanan, L.V., and Ng, R.T. 2002. Exploiting succinct constraints using fp-trees. SIGKDD Explorations, 4(1):31-39.
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 31-39
    • Leung, C.K.-S.1    Lakshmanan, L.V.2    Ng, R.T.3
  • 16
    • 84875118998 scopus 로고    scopus 로고
    • Exploratory mining via constrained frequent set queries
    • Delis, Faloutsos, and Ghandeharizadeh (Eds.). Philadephia, PA: ACM Press
    • Ng, R.T., Lakshmanan, L.V.S., Han, J., and Mah, T. 1999. Exploratory mining via constrained frequent set queries. In SIGMUD 1999, Delis, Faloutsos, and Ghandeharizadeh (Eds.). Philadephia, PA: ACM Press, pp. 556-558.
    • (1999) SIGMUD 1999 , pp. 556-558
    • Ng, R.T.1    Lakshmanan, L.V.S.2    Han, J.3    Mah, T.4
  • 18
    • 0034592924 scopus 로고    scopus 로고
    • Can we push more constraints into frequent pattern mining?
    • Pei, J. and Han, J. 2000. Can we push more constraints into frequent pattern mining? In ACM SIGKDD Conference, pp. 350-354.
    • (2000) ACM SIGKDD Conference , pp. 350-354
    • Pei, J.1    Han, J.2
  • 19
    • 0346561036 scopus 로고    scopus 로고
    • Constrained frequent pattern mining: A pattern-growth view
    • Pei, J. and Han, J. 2002. Constrained frequent pattern mining: A pattern-growth view. SIGKDD Explorations, 4(1):31-39.
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 31-39
    • Pei, J.1    Han, J.2
  • 20
    • 0035016447 scopus 로고    scopus 로고
    • Mining frequent item sets with convertible constraints
    • IEEE Computer Society
    • Pei, J., Han, J., and Lakshmanan, L.V.S. 2001. Mining frequent item sets with convertible constraints. In ICDE 2001, IEEE Computer Society, pp. 433-442.
    • (2001) ICDE 2001 , pp. 433-442
    • Pei, J.1    Han, J.2    Lakshmanan, L.V.S.3
  • 21
    • 0347191138 scopus 로고    scopus 로고
    • Discovery in multi-attribute data with user-defined constraints
    • Perng, C.-S., Wang, H., Ma, S., and Hellerstein, J.L. 2002. Discovery in multi-attribute data with user-defined constraints. SIGKDD Explorations, 4(1):56-64.
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 56-64
    • Perng, C.-S.1    Wang, H.2    Ma, S.3    Hellerstein, J.L.4
  • 23
    • 85162588849 scopus 로고    scopus 로고
    • Mining association rules with item constraints
    • KDD, D. Heckerman, H. Mannila, D. Pregibon, and R. Uthurusamy (Eds.). AAAI Press
    • Srikant, R., Vu, Q., and Agrawal, R. 1997. Mining association rules with item constraints. In Proc. 3rd Int. Conf. Knowledge Discovery and Data Mining, KDD, D. Heckerman, H. Mannila, D. Pregibon, and R. Uthurusamy (Eds.). AAAI Press, pp. 67-73.
    • (1997) Proc. 3rd Int. Conf. Knowledge Discovery and Data Mining , pp. 67-73
    • Srikant, R.1    Vu, Q.2    Agrawal, R.3
  • 24
    • 84895020338 scopus 로고    scopus 로고
    • IBM data generator. http://www.almaden.ibm.com/cs/quest/syndata.html.
    • IBM Data Generator


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.