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Volumn 157, Issue 13, 2006, Pages 1814-1831

Structure and learning algorithms of a nonsingleton input fuzzy neural network based on the approximate analogical reasoning schema

Author keywords

Approximate analogical reasoning schema (AARS); Integrated fuzzy neural networks; Mackay glass; Modification functions; Nakanishi data set; POP; Pseudo outer product learning; Similarity measures

Indexed keywords

ALGORITHMS; FUZZY CONTROL; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 33646746372     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fss.2005.12.010     Document Type: Article
Times cited : (22)

References (22)
  • 1
    • 84927727402 scopus 로고    scopus 로고
    • W.J. Chen, C. Quek, A novel GA-optimised fuzzy rule system, in: Intelligent Systems: Techniques and Applications, vol. 2, CRC Press, Boca Raton, 2003, pp. 181-210.
  • 2
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fish R.A. The use of multiple measurements in taxonomic problems. Ann. Eugenics 7 (1936) 179-188
    • (1936) Ann. Eugenics , vol.7 , pp. 179-188
    • Fish, R.A.1
  • 4
    • 0031268065 scopus 로고    scopus 로고
    • An ART-based fuzzy adaptive learning control network
    • Lin C.J., and Lin C.T. An ART-based fuzzy adaptive learning control network. IEEE Trans. Fuzzy Systems 5 4 (1997) 477-496
    • (1997) IEEE Trans. Fuzzy Systems , vol.5 , Issue.4 , pp. 477-496
    • Lin, C.J.1    Lin, C.T.2
  • 7
    • 0001703957 scopus 로고    scopus 로고
    • A neuro-fuzzy method to learn fuzzy classification rules from data
    • Nauck D., and Kruse R. A neuro-fuzzy method to learn fuzzy classification rules from data. Fuzzy Sets and Systems 89 3 (1997) 277-288
    • (1997) Fuzzy Sets and Systems , vol.89 , Issue.3 , pp. 277-288
    • Nauck, D.1    Kruse, R.2
  • 8
    • 0034855989 scopus 로고    scopus 로고
    • Fuzzylot: a novel self-organising fuzzy-neural rule-based pilot system for automated vehicles
    • Pasquier M., Quek C., and Toh M. Fuzzylot: a novel self-organising fuzzy-neural rule-based pilot system for automated vehicles. Neural Networks 14 8 (2001) 1099-1112
    • (2001) Neural Networks , vol.14 , Issue.8 , pp. 1099-1112
    • Pasquier, M.1    Quek, C.2    Toh, M.3
  • 9
    • 0344395607 scopus 로고    scopus 로고
    • POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier
    • Ang K.K., Quek C., and Pasquier M. POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier. IEEE Trans. Systems, Man, Cybernetics B 33 6 (2003) 838-849
    • (2003) IEEE Trans. Systems, Man, Cybernetics B , vol.33 , Issue.6 , pp. 838-849
    • Ang, K.K.1    Quek, C.2    Pasquier, M.3
  • 10
    • 16244372094 scopus 로고    scopus 로고
    • C. Quek, A. Singh, POP-Yager: a novel self-organizing fuzzy neural network based on the Yager inference, Expert Systems with Application, Elsevier Science, 2005, in press.
  • 11
    • 0035312528 scopus 로고    scopus 로고
    • Pseudo-outer product based fuzzy neural network fingerprint verification system
    • Quek C., Tan K.B., and Sagar V. Pseudo-outer product based fuzzy neural network fingerprint verification system. Neural Networks 14 (2001) 305-323
    • (2001) Neural Networks , vol.14 , pp. 305-323
    • Quek, C.1    Tan, K.B.2    Sagar, V.3
  • 12
    • 0035395913 scopus 로고    scopus 로고
    • A novel approach to the derivation of fuzzy membership functions using the Falcon-MART architecture
    • Quek C., and Tung W.L. A novel approach to the derivation of fuzzy membership functions using the Falcon-MART architecture. Pattern Recognition Lett. 22 9 (2001) 941-958
    • (2001) Pattern Recognition Lett. , vol.22 , Issue.9 , pp. 941-958
    • Quek, C.1    Tung, W.L.2
  • 13
    • 0742272547 scopus 로고    scopus 로고
    • Falcon: fuzzy neural control and decision systems using FKP and PFKP clustering algorithms
    • Quek C., and Tung W.L. Falcon: fuzzy neural control and decision systems using FKP and PFKP clustering algorithms. IEEE Trans. Systems, Man, Cybernetics 34 1 (2004) 686-694
    • (2004) IEEE Trans. Systems, Man, Cybernetics , vol.34 , Issue.1 , pp. 686-694
    • Quek, C.1    Tung, W.L.2
  • 14
    • 0033280325 scopus 로고    scopus 로고
    • POPFNN-AAR(S): a pseudo outer-product based fuzzy neural network
    • Quek C., and Zhou R.W. POPFNN-AAR(S): a pseudo outer-product based fuzzy neural network. IEEE Trans. Systems, Man, Cybernetics B 29 6 (1999) 859-870
    • (1999) IEEE Trans. Systems, Man, Cybernetics B , vol.29 , Issue.6 , pp. 859-870
    • Quek, C.1    Zhou, R.W.2
  • 15
    • 0025382838 scopus 로고
    • An approximate analogical reasoning schema based on similarity measures and interval-valued fuzzy sets
    • Turksen I.B., and Zhong Z. An approximate analogical reasoning schema based on similarity measures and interval-valued fuzzy sets. Fuzzy Sets and Systems 34 (1990) 323-346
    • (1990) Fuzzy Sets and Systems , vol.34 , pp. 323-346
    • Turksen, I.B.1    Zhong, Z.2
  • 17
    • 0028571244 scopus 로고
    • Modeling and formulating fuzzy knowledge bases using neural networks
    • Yager R.R. Modeling and formulating fuzzy knowledge bases using neural networks. Neural Networks 7 8 (1994) 1273-1283
    • (1994) Neural Networks , vol.7 , Issue.8 , pp. 1273-1283
    • Yager, R.R.1
  • 18
    • 0015558134 scopus 로고
    • Outline of a new approach to the analysis of complex systems and decision processes
    • Zadeh L.A. Outline of a new approach to the analysis of complex systems and decision processes. IEEE Trans. Systems, Man, Cybernetics 3 1 (1973) 28-44
    • (1973) IEEE Trans. Systems, Man, Cybernetics , vol.3 , Issue.1 , pp. 28-44
    • Zadeh, L.A.1
  • 19
    • 0016458950 scopus 로고    scopus 로고
    • L.A. Zadeh, The concept of a linguistic variable and its applications to approximate reasoning I, II, III, Inform. Sci. 8 (1975) 199-249, 301-357; 9 (1975) 43-80.
  • 20
    • 33646754150 scopus 로고    scopus 로고
    • L.A. Zadeh, A theory of approximate reasoning, in: J. Hayes, D. Michie, L.I. Mikulich (Eds.), Machine Intelligence, vol. 9, Halstead Press, New York, pp. 149-194.
  • 21
    • 0030481344 scopus 로고    scopus 로고
    • R.W. Zhou, C. Quek, POPFNN: a pseudo outer-product based fuzzy neural network, in: Neural Networks, vol. 9(9), Pergamon, UK, 1996, pp. 1569-1581.
  • 22
    • 0000654487 scopus 로고
    • Measures of similarity between fuzzy concepts: a comparative analysis
    • Zwick R., Carlstein E., and Budescu D.V. Measures of similarity between fuzzy concepts: a comparative analysis. Internat. J. Approx. Reason. 1 (1987) 221-242
    • (1987) Internat. J. Approx. Reason. , vol.1 , pp. 221-242
    • Zwick, R.1    Carlstein, E.2    Budescu, D.V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.