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Volumn , Issue , 2010, Pages 293-302

Probably the best itemsets

Author keywords

Bayesian model selection; Decomposable models; Exponential models; Itemset mining; Junction trees; MCMC

Indexed keywords

BAYESIAN MODEL SELECTION; DECOMPOSABLE MODELS; EXPONENTIAL MODELS; ITEMSET MINING; JUNCTION TREES; MCMC;

EID: 77956210298     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1835804.1835843     Document Type: Conference Paper
Times cited : (21)

References (20)
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    • Approximating discrete probability distributions with dependence trees
    • C. Chow and C. Liu. Approximating discrete probability distributions with dependence trees. IEEE Transactions on Inf. Theory, 14(3):462-467, 1968.
    • (1968) IEEE Transactions on Inf. Theory , vol.14 , Issue.3 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 6
    • 33646431989 scopus 로고    scopus 로고
    • Spectral ordering and biochronology of european fossil mammals
    • March
    • M. Fortelius, A. Gionis, J. Jernvall, and H. Mannila. Spectral ordering and biochronology of european fossil mammals. Paleobiology, 32(2):206-214, March 2006.
    • (2006) Paleobiology , vol.32 , Issue.2 , pp. 206-214
    • Fortelius, M.1    Gionis, A.2    Jernvall, J.3    Mannila, H.4
  • 10
    • 12244313033 scopus 로고    scopus 로고
    • Interestingness of frequent itemsets using Bayesian networks as background knowledge
    • S. Jaroszewicz and D. A. Simovici. Interestingness of frequent itemsets using bayesian networks as background knowledge. In Knowledge discovery and data mining (KDD 2004), pages 178-186, 2004.
    • (2004) Knowledge Discovery and Data Mining (KDD 2004) , pp. 178-186
    • Jaroszewicz, S.1    Simovici, D.A.2
  • 11
    • 0001754925 scopus 로고    scopus 로고
    • Theory of dependence values
    • R. Meo. Theory of dependence values. ACM Trans. Database Syst., 25(3):380-406, 2000.
    • (2000) ACM Trans. Database Syst. , vol.25 , Issue.3 , pp. 380-406
    • Meo, R.1
  • 13
    • 0242496221 scopus 로고    scopus 로고
    • Beyond independence: Probabilistic models for query approximation on binary transaction data
    • D. Pavlov, H. Mannila, and P. Smyth. Beyond independence: Probabilistic models for query approximation on binary transaction data. IEEE TKDE, 15(6):1409-1421, 2003.
    • (2003) IEEE TKDE , vol.15 , Issue.6 , pp. 1409-1421
    • Pavlov, D.1    Mannila, H.2    Smyth, P.3
  • 14
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    • Estimating the dimension of a model
    • G. Schwarz. Estimating the dimension of a model. Annals of Statistics, 6(2):461-464, 1978.
    • (1978) Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 16
    • 33645086407 scopus 로고    scopus 로고
    • Computational complexity of queries based on itemsets
    • June
    • N. Tatti. Computational complexity of queries based on itemsets. IPL, pages 183-187, June 2006.
    • (2006) IPL , pp. 183-187
    • Tatti, N.1
  • 17
    • 54049104046 scopus 로고    scopus 로고
    • Maximum entropy based significance of itemsets
    • N. Tatti. Maximum entropy based significance of itemsets. KAIS, 17(1):57-77, 2008.
    • (2008) KAIS , vol.17 , Issue.1 , pp. 57-77
    • Tatti, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.