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Volumn 96, Issue , 2016, Pages 171-187

Efficient algorithms for mining high-utility itemsets in uncertain databases

Author keywords

High utility itemset; Probabilistic based; PU list structure; Uncertain database; Upper bound

Indexed keywords

DATA MINING; DATABASE SYSTEMS; PROBABILITY; SCALABILITY;

EID: 84955493579     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2015.12.019     Document Type: Article
Times cited : (120)

References (40)
  • 4
    • 63449133366 scopus 로고    scopus 로고
    • A survey of uncertain data algorithms and applications
    • C.C. Aggarwal, P.S. Yu A survey of uncertain data algorithms and applications IEEE Trans. Knowl. Data Eng. 21 5 2009 609 623
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.5 , pp. 609-623
    • Aggarwal, C.C.1    Yu, P.S.2
  • 9
    • 70350644789 scopus 로고    scopus 로고
    • Efficient tree structures for high utility pattern mining in incremental databases
    • C.F. Ahmed, S.K. Tanbeer, B.S. Jeong, Y.K. Le Efficient tree structures for high utility pattern mining in incremental databases IEEE Trans. Knowl. Data Eng. 21 12 2009 1708 1721
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.12 , pp. 1708-1721
    • Ahmed, C.F.1    Tanbeer, S.K.2    Jeong, B.S.3    Le, Y.K.4
  • 12
    • 0030387631 scopus 로고    scopus 로고
    • Data mining: An overview from a database perspective
    • M.S. Chen, J. Han, P.S. Yu Data mining: an overview from a database perspective IEEE Trans. Knowl. Data Eng. 8 6 1996 866 883
    • (1996) IEEE Trans. Knowl. Data Eng. , vol.8 , Issue.6 , pp. 866-883
    • Chen, M.S.1    Han, J.2    Yu, P.S.3
  • 15
    • 79151473157 scopus 로고    scopus 로고
    • Discovery of high utility itemsets from on-shelf time periods of products
    • G.C. Lan, T.P. Hong, V.S. Tseng Discovery of high utility itemsets from on-shelf time periods of products Expert Syst. Appl. 38 5 2011 5851 5857
    • (2011) Expert Syst. Appl. , vol.38 , Issue.5 , pp. 5851-5857
    • Lan, G.C.1    Hong, T.P.2    Tseng, V.S.3
  • 16
    • 33749319347 scopus 로고    scopus 로고
    • Interestingness measures for data mining: A survey
    • Article 9
    • L. Geng, H.J. Hamilton Interestingness measures for data mining: a survey ACM Comput. Surv. 38 3 2006 1 32 Article 9
    • (2006) ACM Comput. Surv. , vol.38 , Issue.3 , pp. 1-32
    • Geng, L.1    Hamilton, H.J.2
  • 17
    • 2442449952 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation: A frequent-pattern tree approach
    • J. Han, J. Pei, Y. Yin, R. Mao Mining frequent patterns without candidate generation: a frequent-pattern tree approach Data Mining Knowl. Discov. 8 1 2004 53 87
    • (2004) Data Mining Knowl. Discov. , vol.8 , Issue.1 , pp. 53-87
    • Han, J.1    Pei, J.2    Yin, Y.3    Mao, R.4
  • 19
    • 84924546188 scopus 로고    scopus 로고
    • An incremental high-utility mining algorithm with transaction insertion
    • J.C.W. Lin, W. Gan, T.P. Hong, B. Zhang An incremental high-utility mining algorithm with transaction insertion Sci. World J. 2015
    • (2015) Sci. World J.
    • Lin, J.C.W.1    Gan, W.2    Hong, T.P.3    Zhang, B.4
  • 20
    • 84940713143 scopus 로고    scopus 로고
    • Efficient algorithms for mining up-to-date high-utility patterns
    • J.C.W. Lin, W. Gan, T.P. Hong, V.S. Tseng Efficient algorithms for mining up-to-date high-utility patterns Adv. Eng. Inf. 29 3 2015 648 661
    • (2015) Adv. Eng. Inf. , vol.29 , Issue.3 , pp. 648-661
    • Lin, J.C.W.1    Gan, W.2    Hong, T.P.3    Tseng, V.S.4
  • 21
    • 67649641426 scopus 로고    scopus 로고
    • Mining of frequent itemsets from streams of uncertain data
    • C.K.S. Leung, B. Hao Mining of frequent itemsets from streams of uncertain data IEEE Int. Conf. Data Eng. 2009 1663 1670
    • (2009) IEEE Int. Conf. Data Eng. , pp. 1663-1670
    • Leung, C.K.S.1    Hao, B.2
  • 23
    • 82255192376 scopus 로고    scopus 로고
    • A new mining approach for uncertain databases using cufp trees
    • C.W. Lin, T.P. Hong A new mining approach for uncertain databases using cufp trees Expert Syst. Appl. 39 4 2012 4084 4093
    • (2012) Expert Syst. Appl. , vol.39 , Issue.4 , pp. 4084-4093
    • Lin, C.W.1    Hong, T.P.2
  • 24
    • 79951576836 scopus 로고    scopus 로고
    • An effective tree structure for mining high utility itemsets
    • C.W. Lin, T.P. Hong, W.H. Lu An effective tree structure for mining high utility itemsets Expert Syst. Appl. 38 6 2011 7419 7424
    • (2011) Expert Syst. Appl. , vol.38 , Issue.6 , pp. 7419-7424
    • Lin, C.W.1    Hong, T.P.2    Lu, W.H.3
  • 29
    • 36148994784 scopus 로고    scopus 로고
    • Efficient query evaluation on probabilistic databases
    • D. Nilesh, S. Dan Efficient query evaluation on probabilistic databases VLDB J. 16 4 2007 523 544
    • (2007) VLDB J. , vol.16 , Issue.4 , pp. 523-544
    • Nilesh, D.1    Dan, S.2
  • 32
    • 84873197622 scopus 로고    scopus 로고
    • Mining frequent itemsets over uncertain databases
    • Y. Tong, L. Chen, Y. Cheng, P.S. Yu Mining frequent itemsets over uncertain databases VLDB Endow. 5 11 2012 1650 1661
    • (2012) VLDB Endow. , vol.5 , Issue.11 , pp. 1650-1661
    • Tong, Y.1    Chen, L.2    Cheng, Y.3    Yu, P.S.4
  • 33
    • 84897584741 scopus 로고    scopus 로고
    • Efficient algorithms for mining high utility itemsets from transactional databases
    • V.S. Tseng, B.E. Shie, C.W. Wu, P.S. Yu Efficient algorithms for mining high utility itemsets from transactional databases IEEE Trans. Knowl. Data Eng. 25 8 2013 1772 1786
    • (2013) IEEE Trans. Knowl. Data Eng. , vol.25 , Issue.8 , pp. 1772-1786
    • Tseng, V.S.1    Shie, B.E.2    Wu, C.W.3    Yu, P.S.4
  • 38
    • 33749250911 scopus 로고    scopus 로고
    • Mining itemset utilities from transaction databases
    • H. Yao, H.J. Hamilton Mining itemset utilities from transaction databases Data Knowl. Eng. 59 3 2006 603 626
    • (2006) Data Knowl. Eng. , vol.59 , Issue.3 , pp. 603-626
    • Yao, H.1    Hamilton, H.J.2
  • 40
    • 84926157411 scopus 로고    scopus 로고
    • Mining top-k high utility patterns over data streams
    • M. Zihayat, A. An Mining top-k high utility patterns over data streams Inf. Sci. 285 2014 138 161
    • (2014) Inf. Sci. , vol.285 , pp. 138-161
    • Zihayat, M.1    An, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.