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Volumn 179, Issue 7, 2009, Pages 899-924

Top-down mining of frequent closed patterns from very high dimensional data

Author keywords

Association rules; Data mining; Frequent patterns; High dimensional data

Indexed keywords

ASSOCIATION RULES; ASSOCIATIVE PROCESSING; CLUSTERING ALGORITHMS; DATA MINING; FILE ORGANIZATION; INFORMATION MANAGEMENT; LEARNING ALGORITHMS; MINING;

EID: 58249110789     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2008.11.033     Document Type: Article
Times cited : (36)

References (27)
  • 1
    • 58249095550 scopus 로고    scopus 로고
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules, in: J.B. Bocca, M. Jarke, C. Zaniolo (Eds.), Proceedings of the 1994 International Conference on Very Large Data Bases (VLDB'94), San Francisco, CA, USA, 1994, pp. 487-499.
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules, in: J.B. Bocca, M. Jarke, C. Zaniolo (Eds.), Proceedings of the 1994 International Conference on Very Large Data Bases (VLDB'94), San Francisco, CA, USA, 1994, pp. 487-499.
  • 2
    • 0034566393 scopus 로고    scopus 로고
    • Y. Cheng, G.M. Church, Biclustering of expression data, in: Philip E. Bourne, Michael Gribskov, Russ B. Altman, Nancy Jensen, Debra A. Hope, Thomas Lengauer, Julie C. Mitchell, Eric D. Scheeff, Chris Smith, Shawn Strande, Helge Weissig (Eds.), Proceedings of the 8th International Conference on Intelligent Systems for Molecular Biology (ISMB 2000), San Diego, California, USA, August 19-23, vol. 8, 2000, pp. 93-103.
    • Y. Cheng, G.M. Church, Biclustering of expression data, in: Philip E. Bourne, Michael Gribskov, Russ B. Altman, Nancy Jensen, Debra A. Hope, Thomas Lengauer, Julie C. Mitchell, Eric D. Scheeff, Chris Smith, Shawn Strande, Helge Weissig (Eds.), Proceedings of the 8th International Conference on Intelligent Systems for Molecular Biology (ISMB 2000), San Diego, California, USA, August 19-23, vol. 8, 2000, pp. 93-103.
  • 3
    • 3142686884 scopus 로고    scopus 로고
    • G. Cong, A.K.H. Tung, X. Xu, F. Pan, J. Yang, FARMER: finding interesting rule groups in microarray datasets, in: G. Weikum, A.C. Konig, S. Deßloch (Eds.), Proceedings of the 23rd ACM International Conference on Management of Data, Maison de la Chimie, Paris, France, June 13-18, 2004, pp. 143-154.
    • G. Cong, A.K.H. Tung, X. Xu, F. Pan, J. Yang, FARMER: finding interesting rule groups in microarray datasets, in: G. Weikum, A.C. Konig, S. Deßloch (Eds.), Proceedings of the 23rd ACM International Conference on Management of Data, Maison de la Chimie, Paris, France, June 13-18, 2004, pp. 143-154.
  • 4
    • 29844457781 scopus 로고    scopus 로고
    • G. Cong, K.-L. Tan, A.K.H. Tung, X. Xu, Mining top-k covering rule groups for gene expression data, in: Fatma Özcan (Eds.), Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005, pp. 670-681.
    • G. Cong, K.-L. Tan, A.K.H. Tung, X. Xu, Mining top-k covering rule groups for gene expression data, in: Fatma Özcan (Eds.), Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005, pp. 670-681.
  • 5
    • 0037245822 scopus 로고    scopus 로고
    • Mining gene expression databases for association rules
    • Creighton C., and Hanash S. Mining gene expression databases for association rules. Bioinformatics 19 1 (2003) 79-86
    • (2003) Bioinformatics , vol.19 , Issue.1 , pp. 79-86
    • Creighton, C.1    Hanash, S.2
  • 6
    • 35048837125 scopus 로고    scopus 로고
    • G. Dong, X. Zhang, L. Wong, J. Li, CAEP: classification by aggregating emerging patterns, in: Setsuo Arikawa, Koichi Furukawa (Eds.), Discovery Science, Second International Conference, DS'99, Tokyo, Japan, December 1999, pp. 30-42.
    • G. Dong, X. Zhang, L. Wong, J. Li, CAEP: classification by aggregating emerging patterns, in: Setsuo Arikawa, Koichi Furukawa (Eds.), Discovery Science, Second International Conference, DS'99, Tokyo, Japan, December 1999, pp. 30-42.
  • 7
    • 58249103520 scopus 로고    scopus 로고
    • G. Grahne, J. Zhu, Efficiently using prefix-trees in mining frequent itemsets, in: B. Goethals, M.J. Zaki (Eds.), Proceedings of the IEEE ICDM Workshop on Frequent Itemset Mining Implementations (FIMI 2003), CEUR Workshop Proc., vol. 90, 2003. .
    • G. Grahne, J. Zhu, Efficiently using prefix-trees in mining frequent itemsets, in: B. Goethals, M.J. Zaki (Eds.), Proceedings of the IEEE ICDM Workshop on Frequent Itemset Mining Implementations (FIMI 2003), CEUR Workshop Proc., vol. 90, 2003. .
  • 8
    • 58249102439 scopus 로고    scopus 로고
    • G. Grahne, J. Zhu, Efficiently using prefix-trees in mining frequent itemsets. [Online] Source code available: .
    • G. Grahne, J. Zhu, Efficiently using prefix-trees in mining frequent itemsets. [Online] Source code available: .
  • 9
    • 34547335088 scopus 로고    scopus 로고
    • Frequent pattern mining: current status and future direction
    • Han J., Cheng H., Xin D., and Yan X. Frequent pattern mining: current status and future direction. Data Mining and Knowledge Discovery 15 1 (2007) 55-86
    • (2007) Data Mining and Knowledge Discovery , vol.15 , Issue.1 , pp. 55-86
    • Han, J.1    Cheng, H.2    Xin, D.3    Yan, X.4
  • 10
    • 0003372359 scopus 로고    scopus 로고
    • Mining frequent patterns by pattern growth: methodology and implications
    • Han J., and Pei J. Mining frequent patterns by pattern growth: methodology and implications. SIGKDD Explorations 2 (2000) 14-20
    • (2000) SIGKDD Explorations , vol.2 , pp. 14-20
    • Han, J.1    Pei, J.2
  • 11
    • 34948870441 scopus 로고    scopus 로고
    • Discovery of maximum length frequent itemsets
    • Hu T., Sung S.Y., Xiong H., and Fu Q. Discovery of maximum length frequent itemsets. Information Sciences 178 1 (2008) 69-87
    • (2008) Information Sciences , vol.178 , Issue.1 , pp. 69-87
    • Hu, T.1    Sung, S.Y.2    Xiong, H.3    Fu, Q.4
  • 12
    • 34250336422 scopus 로고    scopus 로고
    • An efficient algorithm for mining frequent inter-transaction patterns
    • Lee A.J.T., and Wang C.-S. An efficient algorithm for mining frequent inter-transaction patterns. Information Sciences 177 17 (2007) 3453-3476
    • (2007) Information Sciences , vol.177 , Issue.17 , pp. 3453-3476
    • Lee, A.J.T.1    Wang, C.-S.2
  • 14
    • 35348990819 scopus 로고    scopus 로고
    • Incremental and interactive mining of web traversal patterns
    • Lee Y.-S., and Yen S.-J. Incremental and interactive mining of web traversal patterns. Information Sciences 178 2 (2008) 287-306
    • (2008) Information Sciences , vol.178 , Issue.2 , pp. 287-306
    • Lee, Y.-S.1    Yen, S.-J.2
  • 15
    • 0036083435 scopus 로고    scopus 로고
    • Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns
    • Li J., and Wong L. Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns. Bioinformatics 18 (2002) 725-734
    • (2002) Bioinformatics , vol.18 , pp. 725-734
    • Li, J.1    Wong, L.2
  • 16
    • 78149313084 scopus 로고    scopus 로고
    • W. Li, J. Han, J. Pei, CMAR: accurate and efficient classification based on multiple class-association rules, in: Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.), Proceedings of the 2001 International Conference on Data Mining (ICDM'01), San Jose, CA, USA, 2001, pp. 369-376.
    • W. Li, J. Han, J. Pei, CMAR: accurate and efficient classification based on multiple class-association rules, in: Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.), Proceedings of the 2001 International Conference on Data Mining (ICDM'01), San Jose, CA, USA, 2001, pp. 369-376.
  • 17
    • 58249109985 scopus 로고    scopus 로고
    • B. Liu, W. Hsu, Y. Ma, Integrating classification and association rule mining, in: Rakesh Agrawal, Paul E. Stolorz, Gregory Piatetsky-Shapiro (Eds.), Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), New York City, New York, USA, 1998, pp. 80-86.
    • B. Liu, W. Hsu, Y. Ma, Integrating classification and association rule mining, in: Rakesh Agrawal, Paul E. Stolorz, Gregory Piatetsky-Shapiro (Eds.), Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), New York City, New York, USA, 1998, pp. 80-86.
  • 18
    • 0033518256 scopus 로고    scopus 로고
    • Synexpression groups in eukaryotes
    • Niehrs C., and Pollet N. Synexpression groups in eukaryotes. Nature 402 (1999) 483-487
    • (1999) Nature , vol.402 , pp. 483-487
    • Niehrs, C.1    Pollet, N.2
  • 19
    • 77952367051 scopus 로고    scopus 로고
    • F. Pan, G. Cong, A.K.H. Tung, J. Yang, M.J. Zaki, CARPENTER: finding closed patterns in long biological datasets, in: L. Getoor, T.E. Senator (Eds.), Proceedings of the 2003 ACM SIGKDD International Conference On Knowledge Discovery and Data Mining, Washington, DC, USA, 2003, pp. 637-642.
    • F. Pan, G. Cong, A.K.H. Tung, J. Yang, M.J. Zaki, CARPENTER: finding closed patterns in long biological datasets, in: L. Getoor, T.E. Senator (Eds.), Proceedings of the 2003 ACM SIGKDD International Conference On Knowledge Discovery and Data Mining, Washington, DC, USA, 2003, pp. 637-642.
  • 20
    • 5444270612 scopus 로고    scopus 로고
    • F. Pan, A.K.H. Tung, G. Cong, X. Xu, COBBLER: combining column and row enumeration for closed pattern discovery, in: Proceedings of the 2004 International Conference on Scientific and Statistical Database Management (SSDBM'04), Santorini Island, Greece, June 2004, pp. 21-30.
    • F. Pan, A.K.H. Tung, G. Cong, X. Xu, COBBLER: combining column and row enumeration for closed pattern discovery, in: Proceedings of the 2004 International Conference on Scientific and Statistical Database Management (SSDBM'04), Santorini Island, Greece, June 2004, pp. 21-30.
  • 21
    • 84911977993 scopus 로고    scopus 로고
    • N. Pasquier, Y. Bastide, R. Taouil, L. Lakhal, Discovering frequent closed itemsets for association rules, in: C. Beeri, P. Buneman (Eds.), Proceedings of the 7th International Conference on Database Theory (ICDT'99), Jerusalem, Israel, 1999, pp. 398-416.
    • N. Pasquier, Y. Bastide, R. Taouil, L. Lakhal, Discovering frequent closed itemsets for association rules, in: C. Beeri, P. Buneman (Eds.), Proceedings of the 7th International Conference on Database Theory (ICDT'99), Jerusalem, Israel, 1999, pp. 398-416.
  • 22
    • 58249101695 scopus 로고    scopus 로고
    • J. Pei, J. Han, R. Mao, CLOSET: an efficient logarithm for mining frequent closed itemsets, in: D. Gunopulos, R. Rastogi (Eds.), Proceedings of the 2000 ACM-SIGMOD International Workshop Data Mining and Knowledge Discovery (DMKD'00), Dallas, TX, May 2000, pp. 11-20.
    • J. Pei, J. Han, R. Mao, CLOSET: an efficient logarithm for mining frequent closed itemsets, in: D. Gunopulos, R. Rastogi (Eds.), Proceedings of the 2000 ACM-SIGMOD International Workshop Data Mining and Knowledge Discovery (DMKD'00), Dallas, TX, May 2000, pp. 11-20.
  • 23
    • 34447565955 scopus 로고    scopus 로고
    • On the strength of hyperclique patterns for text categorization
    • Qian T., Xiong H., Wang Y., and Chen E. On the strength of hyperclique patterns for text categorization. Information Sciences 177 19 (2007) 4040-4058
    • (2007) Information Sciences , vol.177 , Issue.19 , pp. 4040-4058
    • Qian, T.1    Xiong, H.2    Wang, Y.3    Chen, E.4
  • 24
    • 24144503059 scopus 로고    scopus 로고
    • F. Rioult, J. Boulicaut, B. Cremilleux, J. Besson, Using transposition for pattern discovery from microarray data, in: Mohammed Javeed Zaki, Charu C. Aggarwal (Eds.), Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, San Diego, California, USA, 2003, pp. 73-79.
    • F. Rioult, J. Boulicaut, B. Cremilleux, J. Besson, Using transposition for pattern discovery from microarray data, in: Mohammed Javeed Zaki, Charu C. Aggarwal (Eds.), Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, San Diego, California, USA, 2003, pp. 73-79.
  • 25
    • 84942566876 scopus 로고    scopus 로고
    • J. Yang, H. Wang, W. Wang, P.S. Yu, Enhanced biclustering on gene expression data, in: Hasan Jamil, Vasileios Magalooikonomou (Eds.), Proceedings of the 3rd IEEE Symposium on Bioinformatics and Bioengineering (BIBE'03), Bethesda, MD, USA, March 2003, pp. 321-327.
    • J. Yang, H. Wang, W. Wang, P.S. Yu, Enhanced biclustering on gene expression data, in: Hasan Jamil, Vasileios Magalooikonomou (Eds.), Proceedings of the 3rd IEEE Symposium on Bioinformatics and Bioengineering (BIBE'03), Bethesda, MD, USA, March 2003, pp. 321-327.
  • 26
    • 34250329904 scopus 로고    scopus 로고
    • Efficient mining of weighted interesting patterns with a strong weight and/or support affinity
    • Yun U. Efficient mining of weighted interesting patterns with a strong weight and/or support affinity. Information Sciences 177 17 (2007) 3477-3499
    • (2007) Information Sciences , vol.177 , Issue.17 , pp. 3477-3499
    • Yun, U.1
  • 27
    • 58249097996 scopus 로고    scopus 로고
    • M. Zaki, C. Hsiao, Charm: an efficient algorithm for closed association rule mining, in: Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani (Eds.), Proceedings of 2002 SIAM Data Mining Conference, Arlington, VA, 2002, pp. 457-473.
    • M. Zaki, C. Hsiao, Charm: an efficient algorithm for closed association rule mining, in: Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani (Eds.), Proceedings of 2002 SIAM Data Mining Conference, Arlington, VA, 2002, pp. 457-473.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.