Learning first-order rules to handle medical data

NII Journal

Volumn , Issue 2, 2001, Pages 9-13

  Ichise, Ryutaro ^a   Numao, Masayuki ^b  

^a NATIONAL INSTITUTE OF INFORMATICS   (Japan)

^b TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Inductive logic programming; Knowledge discovery; Machine learning

Indexed keywords

FIRST ORDER RULES; INDUCTIVE LOGIC PROGRAMMING; MEDICAL DATA; PERSONAL IDENTIFICATION;

ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); INFORMATION RETRIEVAL SYSTEMS; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS; LOGIC PROGRAMMING; MATHEMATICAL OPERATORS; RECORDS MANAGEMENT; TIME SERIES ANALYSIS;

DATA HANDLING;

EID: 1542596520     PISSN: 13459996     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

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3. Ichise, R., "Synthesizing Inductive Logic Programming and Genetic Programming", Proceedings of the 13th European Conference on Artificial Intelligence, ECAI98, Prade, Henri, ed., Chichester, John Wiley & Sons, pp. 467-468, 1998.
4. Lavrač, N.; Džeroski, S., "Inductive Logic Programming Techniques and Applications", New York, ELLIS HORWOOD, 1994.
5. Lavrač, N.; Džeroski, S.; Numao, M., "Inductive Logic Programming for Relational Knowledge Discovery", New Generation Computing, 17(1), pp. 3-23, 1999.
6. "Discovery Challenge Guide to the Medical Data Set", PKDD-99,1999, (http://lisp.vse.cz/pkdd99/tsumoto.htm).
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8. Tsumoto, S., "Rule Discovery in Large Time-Series Medical Databases", Proceedings of Principles of Data Mining and Knowledge Discovery: Third European Conference (PKDD-99), 1704 of LNAI, Żytkow, J. M.; Rauch, J., ed., Berlin, Springer-Verlag, pp. 23-31, 1999.