Data-centric automated data mining

Proceedings - ICMLA 2005: Fourth International Conference on Machine Learning and Applications

Volumn 2005, Issue , 2005, Pages 97-104

  Campos, Marcos M ^a   Stengard, Peter J ^a   Milenova, Boriana L ^a  

^a Oracle Data Mining Technologies

Author keywords

[No Author keywords available]

Indexed keywords

COMPETITIVE INTELLIGENCE; DATABASE SYSTEMS; INFORMATION RETRIEVAL SYSTEMS; MATHEMATICAL MODELS; USER INTERFACES;

BUSINESS INTELLIGENCE (BI) COMMUNITIES; MODEL EVALUATION; MODEL SELECTION; PROBLEM DEFINITION;

DATA MINING;

EID: 33847266413     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2005.18     Document Type: Conference Paper

References (10)

1. Agrawal, Rakesh. Data Mining: Crossing the Chasm. Invited talk at the 5th ACM SIGKDD Int'l Conference on Knowledge Discovery and Data Mining (KDD-99), San Diego, California, August 1999.
2. Berry, M. and Linoff, G., Mastering Data Mining: The Art and Science of Customer Relationship Management, Wiley, 1999.
3. CoIL challenge 2000: The insurance company case. Technical Report 2000-09, Leiden Institute of Advanced Computer Science, Netherlands, 2000. http://www.liacs.nl/~putten/library/cc2000/PUTTEN~1.pdf
4. CRISP-DM, http://www.crisp-dm.org/.
5. DBMS_DATA_MINING PL/SQL package, Oracle 10g PL/SQL packages and types reference, Ch. 23, Oracle Corporation, 2003.
6. Elkan, C., COIL CHALLENGE 2000 ENTRY, Department of Computer Science and Engineering, University of California, San Diego, 2000. http://www.liacs.nl/ ~putten/library/cc2000/ELKANP~1.pdf
7. Greenyer, A., Coil 2000 Competition, The use of a learning classifier system JXCS The Database Group, 2000. http://www.liacs.nl/~putten/library/ cc2000/GREENY~1.pdf
8. Hornick, M. and JSR-73 Expert Group, JavaTM specification request 73: JavaTM data mining (JDM), 2004. http://jcp.org/en/jsr/detail?id=73
9. Simmonds, R., ACT Study report using Classification and Regression Tree (CART) Analysis, US Army Logistics Management College, Systems Engineering Department, 2000. http://www.liacs.nl/~putten/library/cc2000/SIMMON-1.pdf
10. Quinlan, J. R., Combining Instance-Based and Model-Based Learning, In Proc. 10th International Conference of Machine Learning, Morgan Kaufmann, San Mateo, CA, 1993, pp. 236-243.