Constraint based action rule discovery with single classification rules

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

Volumn 4482 LNAI, Issue , 2007, Pages 322-329

  Tzacheva, Angelina ^a   Raś, Zbigniew W ^b,c  

^a UNIVERSITY OF SOUTH CAROLINA UPSTATE   (United States)

^b University of North Carolina at Charlotte   (United States)

^c POLISH JAPANESE INSTITUTE OF INFORMATION TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA MINING; DATABASE SYSTEMS; DECISION SUPPORT SYSTEMS; ELECTRONIC COMMERCE;

CHANGEABLE BEHAVIOR; CLASSIFICATION RULES; MARKET BASKET ANALYSIS;

CONSTRAINED OPTIMIZATION;

EID: 38049085658     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72530-5_38     Document Type: Conference Paper

References (11)

1. Adomavicius, G., Tuzhilin, A. (1997) Discovery of actionable patterns in databases: the action hierarchy approach, in Proceedings of KDD'97 Conference, Newport Beach, CA, AAAI Press
2. Hilderman, R.J., Hamilton, H.J. (2001) Knowledge Discovery and Measures of Interest, Kluwer
3. Greco, S., Matarazzo, B., Pappalardo, N., Slowiński, R. (2005) Measuring expected effects of interventions based on decision rules, in Journal of Experimental and Theoretical Artificial Intelligence, Taylor Francis, Vol. 17, No. 1-2
4. Pawlak, Z., (1991) Information systems - theoretical foundations, in Information Systems Journal, Vol. 6, 205-218
5. Silberschatz, A., Tuzhilin, A., (1995) On subjective measures of interestingness in knowledge discovery, in Proceedings of KDD'95 Conference, AAAI Press
6. Raś, Z., Wieczorkowska, A. (2000) Action Rules: how to increase profit of a company, in Principles of Data Mining and Knowledge Discovery, LNAI, No. 1910, Springer, 587-592
7. Raś, Z.W., Tzacheva, A., Tsay, L.-S. (2005) Action rules, in Encyclopedia of Data Warehousing and Mining, (Ed. J. Wang), Idea Group Inc., 1-5
8. Raś, Z.W., Dardzińska, A. (2006) Action rules discovery, a new simplified strategy, in Foundations of Intelligent Systems, F. Esposito et al. (Eds.), LNAI, No. 4203, Springer, 445-453
9. Tsay, L.-S., Raś, Z.W. (2005) Action rules discovery system DEAR, method and experiments, in Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis, Vol. 17, No. 1-2, 119-128
10. Tsay, L.-S., Raś, Z.W. (2006) Action rules discovery system DEAR3, in Foundations of Intelligent Systems, LNAI, No. 4203, Springer, 483-492
11. Tzacheva, A., Raś, Z.W. (2005) Action rules mining, in International Journal of Intelligent Systems, Wiley, Vol. 20, No. 7, 719-736