Axiomatization of frequent sets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1973, Issue , 2001, Pages 204-218

  Calders, Toon ^a   Paredaens, Jan ^a  

^a UNIVERSITY OF ANTWERP   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION RULES;

AXIOMATIZATION; BRUTE FORCE; COMPLETE SYSTEM; FREQUENT SETS; ITEM SETS; ITEMSET MINING; MINING ASSOCIATIONS; SEARCH SPACES;

DATA MINING;

EID: 84949461381     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44503-x_14     Document Type: Conference Paper

References (12)

1. R. Agrawal, T. Imilienski, and A. Swami. Mining association rules between sets of items in large databases. In Proc. ACM SIGMOD, 1993
2. R. Agrawal, R. Srikant. Fast Algorithms for Mining Association Rules. In Proc. VLDB, 1994
3. T. Calders, and J. Paredaens. A Theoretical Framework for Reasoning about Frequent Itemsets. Technical Report 006, Universiteit Antwerpen, Belgium, http://win-www.uia.ac.be/u/calders/download/axiom.ps, June 2000.
4. R. Fagin, J. Halpern, and N. Megiddo. A Logic for Reasoning about Probabilities. In Information and Computation87(1,2): 78-128, 1990.
5. R. Fagin, M. Y. Vardi. Armstrong Databases for Functional and Inclusion Dependencies. In IPL16(1): 13-19, 1983.
6. A. M. Frisch, P. Haddawy. Anytime Deduction for Probabilistic Logic. In Artificial Intelligence69(1-2): 93-122, 1994.
7. G. Georgakopoulos, D. Kavvadias, and C. H. Papadimitriou. Probabilistic Satisfiability. In Journal of Complexity 4:1-11, 1988.
8. J. Han, J. Pei, and Y. Yin. Mining frequent patterns without candidate generation. In Proc. ACM SIGMOD, 2000
9. P. Hansen, B. Jaumard, G.-B. D. Nguetsé, M. P. de Aragäo. Models and Algorithms for Probabilistic and Bayesian Logic. In Proc. IJCAI, 1995
10. P. Hansen, B. Jaumard. Probabilistic Satisfiability. Les Cahiers du GERAD G-96-31, 1996
11. L. V.S. Laksmanan, R.T. Ng, J. Han, and A. Pang. Optimization of Constrained Frequent Set Queries with 2-variable Constraints. Proc. ACM SIGMOD, 1999
12. N. Nilsson. Probabilistic Logic. In Artificial Intelligence28: 71-87, 1986