A constructive approach to neuro-fuzzy networks

Signal Processing

Volumn 64, Issue 3, 1998, Pages 347-358

  Frattale Mascioli, F M ^a   Martinelli, G ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

ANFIS model; Constructive approach; Min Max model; Neuro fuzzy network

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; FUZZY SETS; LEARNING SYSTEMS;

SIMPSON'S MIN MAX TECHNIQUES;

NEURAL NETWORKS;

EID: 0032000840     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-1684(97)00200-4     Document Type: Article

References (16)

1. Y.S. Abu-Mostafa, Hints, Neural Comput. 7 (4) (July 1995) 639-671.
2. J.C. Bezdek, A review of probabilistic, fuzzy, and neural models for pattern recognition, J. Internat. Fuzzy Systems 1 (1) (1993) 1-25.
3. L. Capasso Barbato, E. Cerilli, C. Petronio, Differenze morfologiche e morfometriche nei crani di Ursus spelaeus e U. arctos (Morphological and morphometric differences in skulls of U. spelaeus and U. arctos), Il Quaternario 6 (1) (1993) 67-76 (in Italian).
4. D.L. Davies, D.W. Bouldin, A cluster separation measure, IEEE Trans. Pattern Anal. Machine Intelligence 1 (1979) 224-227.
5. F.M. Frattale Mascioli, G. Martinelli, A. Rizzi, A constructive algorithm for fuzzy neural networks, Proc. of ICASSP'97, Munich, Germany, April 1997, Vol. 4, pp. 3193-3196.
6. R.A. Fisher, The use of multiple measurements in taxonomic problems, Ann. of Eugenics 7 (1936) 179-188.
7. H. Ishibuchi, K. Nozaki, R. Weber, Approximate pattern classification with fuzzy boundary, Proc. of the 1993 IJCNN, 1993, pp. 693-696.
8. J.S.R. Jang, C.T. Sun, Neuro-fuzzy modelling and control, Proc. IEEE 83 (3) (March 1995) 378-406.
9. N. Morgan, H. Bourlard, Continuous speech recognition, IEEE Signal Process. Mag. 12 (3) (May 1995) 25-42.
10. N. Murata, S. Yoshizawa, S. Amari, Network information criterion - Determining the number of hidden units for an artificial neural network model, IEEE Trans. Neural Networks 5 (6) (November 1994) 865-872.
11. J. Rissanen, Stochastic complexity and modelling, Ann. Statist. 14 (3) (1986) 1080-1100.
12. P.K. Simpson, Fuzzy min-max neural networks - Part 1: classification, IEEE Trans. Neural Networks 3 (5) (1992) 776-786.
13. P.K. Simpson, Fuzzy min-max neural networks - Part 2: Clustering, IEEE Trans. Fuzzy Systems 1 (1) (1993) 32-45.
14. C.T. Sun, J.S.R. Jang, A neuro-fuzzy classifier and its applications, Proc. IEEE Internat. Conf. on Fuzzy Syst., San Francisco, March 1993, pp. 1079-1084.
15. V.N. Vapnik, A.Y. Chervonenkis, On the uniform convergence of relative frequencies of events to their probabilities, Theory Probab. Appl. 16 (2) (1971) 264-280.
16. L. A. Zadeh, Soft computing and fuzzy logic, IEEE Software Mag. 11 (6) (November 1994) 48-56.