Data Mining and Tree-based Optimization

Proceedings - 2nd International Conference on Knowledge Discovery and Data Mining, KDD 1996

Volumn , Issue , 1996, Pages 323-326

  Grossman, Robert ^a,b   Bodek, Haim ^a,b   Northcutt, Dave ^a,b   Poor, Vince ^a,b  

^a Magnify Inc ^*  (United States)

^b Princeton University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; INFORMATION MANAGEMENT; TREES (MATHEMATICS);

CREDIT CARD PAYMENT; CREDIT CARDS; CREDIT SCORES; DATA ATTRIBUTES; EXPECTED REVENUE; LOW OVERHEAD; MANAGEMENT ISSUES; OPTIMAL SETTING; OPTIMISATIONS; TREE-BASED;

DATA MINING;

EID: 78751681401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. R. Agrawal, H. Mannila, R. Srikant, H. Toivonen, and A. I. Verkamo, 1996. Fast Discovery of Association Rules. In Advances in Knowledge Discovery and Data Mining, edited U. M Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, 307-328. Menlo Park, California: AAAI Press/MIT Press.
2. L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone, 1984. Classification and Regression Trees. Belmont, California: Wadsworth.
3. U. M. Fayyad, G. Piatetsky-Shapiro, and P. Smyth, 1996. From Data Mining to Knowledge Discovery: An Overview. In Advances in Knowledge Discovery and Data Mining, edited U. M Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, 1-34. Menlo Park, California: AAAI Press/MIT Press.
4. U. M. Fayyad, S. G. Djorgovksi and N. Weir, 1996. Automating the Analysis and Cataloging of Sky Sur-veyes. In Advances in Knowledge Discovery and Data Mining, edited U. M Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, 471-493. Menlo Park, California: AAAI Press/MIT Press.
5. R. L. Grossman, 1996. Early Experience with a System for Mining, Estimating, and Optimizing Large Collections of Objects Managed Using an Object Warehouse. Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery. Forthcoming.
6. R. L. Grossman, H. Hulen, X. Qin, T. Tyler, W. Xu, 1995. An Architecture for a Scalable, High Performance Digital Library. In Proceedings of the 14th IEEE Computer Society Mass Storage Systems Symposium, S. Coleman, editor. Los Alamites, California: IEEE Press.
7. R. L. Grossman and H. V. Poor, 1996. Optimization Driven Data Mining and Credit Scoring. In Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering (CIFEr). Los Alamites, California: IEEE Press.
8. M. Holsheimer, M. L. Kersten, and A. P. J. M. Siebes, 1996. Data Surveyor: Searching the Nuggets in Parallel. In Advances in Knowledge Discovery and Data Mining, edited U. M Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, 447-467. Menlo Park, California: AAAI Press/MIT Press.
9. J. R. Quinlan, 1986. The Induction of Decision Trees. Machine Learning 1: 81-106.