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Volumn 7338 LNCS, Issue , 2012, Pages 38-55

Probabilistic frequent pattern growth for itemset mining in uncertain databases

Author keywords

[No Author keywords available]

Indexed keywords

CANDIDATE GENERATION; EXPERIMENTAL SECTION; FP TREE; FP-GROWTH ALGORITHM; FREQUENT ITEMSET MINING; FREQUENT PATTERN GROWTH; GENERATING FUNCTIONS; ITEM SETS; ITEMSET; ITEMSET MINING; LINEAR TIME; POSSIBLE WORLD SEMANTICS; STATE-OF-THE-ART ALGORITHMS; TRADITIONAL TECHNIQUES; TRANSACTION DATABASE; UNCERTAIN DATABASE;

EID: 84863468033     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-31235-9_3     Document Type: Conference Paper
Times cited : (13)

References (22)
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    • Probabilistic frequent pattern growth for itemset mining in uncertain databases (technical report)
    • abs/1008.2
    • Bernecker, T., Kriegel, H.-P., Renz, M., Verhein, F., Züfle, A.: Probabilistic frequent pattern growth for itemset mining in uncertain databases (technical report). Computing Research Repository, abs/1008.2 (2010)
    • (2010) Computing Research Repository
    • Bernecker, T.1    Kriegel, H.-P.2    Renz, M.3    Verhein, F.4    Züfle, A.5
  • 8
    • 44649091207 scopus 로고    scopus 로고
    • A Decremental Approach for Mining Frequent Itemsets from Uncertain Data
    • Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. Springer, Heidelberg
    • Chui, C.-K., Kao, B.: A Decremental Approach for Mining Frequent Itemsets from Uncertain Data. In: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. LNCS (LNAI), vol. 5012, pp. 64-75. Springer, Heidelberg (2008)
    • (2008) LNCS (LNAI) , vol.5012 , pp. 64-75
    • Chui, C.-K.1    Kao, B.2
  • 9
    • 38049177468 scopus 로고    scopus 로고
    • Mining Frequent Itemsets from Uncertain Data
    • Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. Springer, Heidelberg
    • Chui, C.-K., Kao, B., Hung, E.: Mining Frequent Itemsets from Uncertain Data. In: Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. LNCS (LNAI), vol. 4426, pp. 47-58. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4426 , pp. 47-58
    • Chui, C.-K.1    Kao, B.2    Hung, E.3
  • 10
    • 36148994784 scopus 로고    scopus 로고
    • Efficient query evaluation on probabilistic databases
    • Dalvi, N., Suciu, D.: Efficient query evaluation on probabilistic databases. The VLDB Journal 16(4), 523-544 (2007)
    • (2007) The VLDB Journal , vol.16 , Issue.4 , pp. 523-544
    • Dalvi, N.1    Suciu, D.2
  • 12
    • 0039253846 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation
    • Han, J., Pei, J., Yin, Y.: Mining frequent patterns without candidate generation. SIGMOD Rec. 29(2), 1-12 (2000)
    • (2000) SIGMOD Rec. , vol.29 , Issue.2 , pp. 1-12
    • Han, J.1    Pei, J.2    Yin, Y.3
  • 13
    • 44649151137 scopus 로고    scopus 로고
    • A Tree-Based Approach for Frequent PatternMining from Uncertain Data
    • Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. Springer, Heidelberg
    • Leung, M.M.K., Brajczuk, D.: A Tree-Based Approach for Frequent PatternMining from Uncertain Data. In: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. LNCS (LNAI), vol. 5012, pp. 653-661. Springer, Heidelberg (2008)
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    • Leung, M.M.K.1    Brajczuk, D.2
  • 16
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    • A unified approach to ranking in probabilistic databases
    • Li, J., Saha, B., Deshpande, A.: A unified approach to ranking in probabilistic databases. Proceedings of the VLDB Endowment 2(1), 502-513 (2009)
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    • Li, J.1    Saha, B.2    Deshpande, A.3


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