Query driven knowledge discovery in multidimensional data

DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP

Volumn Part F129191, Issue , 1999, Pages 87-93

  Boulicaut, Jean François ^a   Marcel, Patrick ^b   Rigotti, Christophe ^a  

^a UNIVERSITÉ DE LYON   (France)

^b UNIVERSITÉ DE TOURS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA WAREHOUSES; WAREHOUSES;

INTERACTIVITY; KNOWLEDGE DISCOVERY IN DATABASE; MULTIDIMENSIONAL DATA; POST PROCESSING; PRE-PROCESSING; QUERY POINTS; RULE-BASED LANGUAGE; WHOLE PROCESS;

DATA HANDLING;

EID: 84883703015     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/319757.319796     Document Type: Conference Paper

References (17)

1. Serge Abiteboul, Richard Hull, and Victor Vianu. Foundations of Databases. Addison-Wesley Publishing Company, Reading, MA, 1995.
2. Rakesh Agrawal, Tomasz Imielinski, and Arun Swami. Mining association rules between sets of items in large databases. In Proceedings of ACM SIGMOD Conference on Management of Data (SIGMOD'93), pages 207-216, Washington, D.C., USA, May 1993. ACM.
3. 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 Press, Menlo Park, CA, 1996.
4. Jean-François Boulicaut, Mika Klemettinen, and Heikki Mannila. Modeling KDD processes within the inductive database framework. In Proc. of the 1st Int. Conf. on Data Warehousing and Knowledge Discovery (DaWak'99), Florence, (I), September 1999. To appear.
5. Sergey Brin, Rejeev Motwani, and Craig Silverstein. Beyond market baskets: Generalizing association rules to correlations. In Proc. of ACM SIGMOD Conf. on Management of Data (SIGMOD'97), pages 265-276, Tucson, AZ, May 1997. ACM.
6. E. F. Codd, S. B. Codd, and C. T. Salley. Providing OLAP (On-Line Analytical Processing) to user-analysts: An IT mandate [on-line]. 31p. White Paper Available from , 1993.
7. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, editors. Advances in Knowledge Discovery and Data Mining. AAAI Press, Menlo Park, CA, 1996.
8. Bart Goethals, Jan Van den Bussche, and Koen Vanhoof. Decision support queries for the interpretation of data mining results. Manuscript, University of Limburg (Belgium), 1998. Available at http://www.luc.ac.be/~vdbuss.
9. Mohand-Said Hacid, Patrick Marcel, and Christophe Rigotti. A rule-based language for ordered multidimensional databases. In Proc. 5th Workshop on Deductive Database and Logic Programming (DDLP'97), Volume 317 of GMD-Studien, pages 69-81, Leuven (B), July 1997.
10. Jiawei Han. OLAP mining: An integration of OLAP with data mining. In Proc. 1997 IFIP Conference on Data Semantics (DS-7), pages 1-11, Leysin (CH), October 1997.
11. Tomasz Imielinski and Heikki Mannila. A database perspective on knowledge discovery. Communications of the ACM, 39(11):58-64, November 1996.
12. Mika Klemettinen, Heikki Mannila, Pirjo Ronkainen, Hannu Toivonen, and A. Inkeri Verkamo. Finding interesting rules from large sets of discovered association rules. In Proc. of the 3rd Int. Conf. on Information and Knowledge Management (CIKM'94), pages 401-407, Gaithersburg, MD, USA, November 1994. ACM.
13. Heikki Mannila. Inductive databases and condensed representations for data mining. In Proc. of the Int. Logic Programming Symposium (ILPS'97), pages 21-30, Port Jefferson, USA, October 13-16 1997. MIT Press.
14. Patrick Marcel. Manipulations de données multidimensionnelles et langages de règles. PhD thesis, INSA de Lyon, December 1998. In french.
15. Patrick Marcel and Christophe Rigotti. Rule-based approach to OLAP manipulations. Submitted, 1999.
16. Rosa Meo, Giuseppe Psaila, and Stefano Ceri. A new SQL-like operator for mining association rules. In Proc. of the 22nd Int. Conf. on Very Large Data Bases (VLDB'96), pages 122-133, Mumbay, India, September 1996. Morgan Kaufmann.
17. Hannu Toivonen, Mika Klemettinen, Pirjo Ronkainen, Kimmo Hätönen, and Heikki Mannila. Pruning and grouping of discovered association rules. In Workshop Notes of the ECML-95 Workshop on Statistics, Machine Learning, and Knowledge Discovery in Databases, pages 47-52, Heraklion, Crete, Greece, April 1995. MLnet.