An induction algorithm based on fuzzy logic programming

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

Volumn 1574, Issue , 1999, Pages 268-274

  Shibata, Daisuke ^a   Inuzuka, Nobuhiro ^a   Kato, Shohei ^b   Matsui, Tohgoroh ^a   Itoh, Hidenori ^a  

^a NAGOYA INSTITUTE OF TECHNOLOGY   (Japan)

^b TOYOTA NATIONAL COLLEGE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA MINING; FUZZY LOGIC;

INDUCTION ALGORITHMS; INDUCTIVE LEARNING; LINGUISTIC HEDGES; STRUCTURAL DOMAINS; TOP DOWN ALGORITHM;

INDUCTIVE LOGIC PROGRAMMING (ILP);

EID: 22644449663     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (12)

1. Bratko, I., Muggleton, S. and Karalic, A: "Application of Inductive Logic Programming", in Machine Learning and Data Mining, Wiley, pp. 131-143, (1998).
2. Muggleton, S., Page, D. and Srinivasan, A.: "An Initial Experiment into Stereochemistry-Based Drug Design Using Inductive Logic Programming", LNAI, № 1314, Springer, pp. 25-40, (1996).
3. Quinlan, J.R.: "Learning logical definitions from relations", Machine Learning, 5, pp. 239-266 (1990).
4. De Raedt, L. and Blockeel, H.: "Using Logical Decision Trees for Clustering", LNAI, № 1297, Springer, pp. 133-140, (1997).
5. Anthony, S. and Frish, A.M.: "Generating Numerical Literals During Refinement", LNAI, № 1297, Springer, pp. 61-76, (1997).
6. Lee, R.C.T.: "Fuzzy Logic and the Resolution Principle", Journal of the Association for Computing Machinery, Vol. 19, № 1, pp. 109-119 (1972).
7. Yasui, H. and Mukaidono, M.: "A Consideration of Fuzzy Logic Programming Based on Lukasiewicz’s Implication", Japanese Journal of Society for Fuzzy Theory and Systems, Vol. 8, № 5, pp. 863-878 (1996).
8. Lloyd, J.W.: "Foundation of Logic Programming, 2nd Ed.", Springer (1987).
9. Blake, C., Keogh, E. and Merz, C.J.: "UCI Repository of machine learning databases [http://www.ics.uci.edu/mlearn/MLRepository.html]", Irvine, CA: U. California, Dept. of Information and Computer Science (1998).
10. Muggleton, S.: "Inverse entailment and progol", New Generation Computing, Vol. 13, Nos. 3+4, pp. 245-286 (1995).
11. Quinlan, J.R.: "Improved Use of Continuous Attributes in C4.5", Journal of Artificial Intelligence Research Vol. 4, pp. 77-90 (1996).
12. Chen, G.: "Fuzzy Foil: A Fuzzy Logic Based Inductive Logic Programming Systems", Master Theses, School of Information Tech. and Eng., U. Ottawa (1996).