Extraction method of rules from reflective neural network architecture

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 1, Issue , 1997, Pages 510-515

  Ichimura, Takumi ^a   Matsumoto, Noboru ^a   Tazaki, Eiichiro ^a   Yoshida, Katsumi ^b  

^a TOIN UNIVERSITY OF YOKOHAMA   (Japan)

^b ST MARIANNA UNIVERSITY SCHOOL OF MEDICINE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

EXTRACTION METHOD; FEED-FORWARD NETWORK; LEARNING PROCEDURES; MEDICAL DIAGNOSTICS; NETWORK-BASED; THYROID DISEASE; TRAINING DATA;

DIAGNOSIS; NETWORK ARCHITECTURE; COMPUTER AIDED DIAGNOSIS; FUZZY SETS; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS;

NEURAL NETWORKS; FEEDFORWARD NEURAL NETWORKS;

FUZZY RULE EXTRACTION; MEDICAL DIAGNOSTIC SYSTEMS; REFLECTIVE NEURAL NETWORKS;

EID: 0030718031     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNN.1997.611721     Document Type: Conference Paper

References (11)

1. G. Towell and J. Shavlik, "Extracting Refined Rules from Knowledge-based Neural Networks", Machine Learning, vol. 13, no. l, p. 71-101(1993)
2. L. M. Fu and L. C. Fu, "Mapping Rule-Based system into Neural Architecture", Knowledge-based systems, vol. 3, pp. 48-56(1990)
3. Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan and Geoffrey E. Hinton, "Adaptive Mixtures of Local Experts", Neural Computation, No. 3, pp. 79-87(1991)
4. M. I. Jordan and R. A. Jacobs, "Hierarchies of Adaptive Experts", In J. E. Moddy, S. Hanson and R. P. Lippmann(Eds. ), Advances in Neural Information Processing System 4, pp. 985-992(1992)
5. T. Ichimura and E. Tazaki, "Synthesis of Reflective Neural Networks with Adaptive Module Structure", Proc. of IEEE Intl. Conf. on Neural Networks(ICNN'96), Special Sessions, pp. 106-111(1996)
6. E. Tazaki and T. Ichimura, "Reasoning and Learning Method for Fuzzy Rules Using Structure Level Adaptation of Neural Networks", Proc. of 1993 Intl. Fuzzy Systems & Intelligent Controls Conference(IFSICC'93), pp. 213-222(1993)
7. M. Ishikawa, "Structural Learning with Forgetting", Neural Networks, vol. 9, no. 3, pp. 509-521(1996)
8. T. Ichimura, E. Tazaki and K. Yoshida, "Extraction of Fuzzy Rules using Neural Networks with Structure Level Adaptation-Verification of the Diagnosis of Hepatobiliary Disorders", Intl. Journal of Biomedical Computing, vol. 40, no. 2, pp. 139-146(1995)
9. T. Ichimura, E. Tazaki and K. Yoshida, "Learning and Extracting Method for Fuzzy Rules using Neural Networks with Structure Level Adaptation", Proc. of 1994 Intl. Fuzzy Systems and Intelligent Controls Conf. (IFSICC94)
10. T. Ichimura and E. Tazaki, "Synthesis of Reflective Neural Networks with Adaptive Module Structure", Proc. of IEEE Intl. Conf. on Neural Networks(ICNN'96), Special Sessions, pp. 106-111(1996)
11. T. Ichimura, T. Takano and E. Tazaki, "Learning of Neural Networks using Hybrid Genetic Algorithm", Proc. of the 4th European Congress on Intelligent Techniques and Soft Computing (ELTIT'96)(1996)