Faster association rules for multiple relations

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2001, Pages 891-896

  Nijssen, Siegfried ^a   Kok, Joost ^a  

^a LEIDEN UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION RULE ALGORITHM; FIRST ORDER LOGIC; FREQUENT ITEM SETS;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; FORMAL LOGIC;

ASSOCIATION RULES;

EID: 84880904572     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Rakesh Agrawal, Heikki Mannila, Ramakrishnan Srikant, Hannu Toivonen, and A. Inkeri Verkamo. Fast discovery of association rules. In Advances in Knowledge Discovery and Data Mining., pages 307-328. AAAI/MIT Press, 1996.
2. H. Blockeel, L. Dehaspe, B. Demoen, G. Janssens, J. Ramon, and H. Vandecasteele. Executing query packs in ilp proceedings of ilp2000 - 10th international conference on inductive logic programming, 2000.
3. M. Bongard. Pattern Recognition. Hayden Book Company (Spartan Books), 1970.
4. L. Dehaspe and L. De Raedt. Mining association rules in multiple relations. In S. Džeroski and N. Lavrač, editors, Proceedings of the 7th International Workshop on Inductive Logic Programming, volume 1297, pages 125-132. Springer-Verlag, 1997.
5. L. Dehaspe, H. Toivonen, and R. D. King. Finding frequent substructures in chemical compounds. In R. Agrawal, P. Stolorz, and G. Piatetsky-Shapiro, editors, 4th International Conference on Knowledge Discovery and Data Mining, pages 30-36. AAAI Press., 1998.
6. J-U. Kietz and M. Lübbe. An efficient subsumption algorithm for inductive logic programming. In S. Wrobel, editor, Proceedings of the 4th International Workshop on Inductive Logic Programming, volume 237, pages 97-106. Gesellschaft für Mathematik und Datenverarbeitung MBH, 1994.
7. S. Nijssen. Data mining using logic, master's thesis, Leiden University, 2000.
8. W. Pijls and J. C. Bioch. Mining frequent itemsets in memory-resident databases. In E. Postma, editor, Proceedings Eleventh Belgium/Netherlands Artificial Intelligence Conference, pages 75-82, 1999.
9. G. D. Plotkin. A note on inductive generalization. In B. Meltzer and D. Michie, editors, Machine Intelligence 5, pages 153-163, Edinburgh, 1969. Edinburgh University Press.