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Volumn 3, Issue , 2004, Pages 2385-2390

Improving the interpretability of Takagi-Sugeno fuzzy model by using linguistic modifiers and a multiple objective learning scheme

Author keywords

[No Author keywords available]

Indexed keywords

DATA CLUSTERING; DATA SETS; MEMBERSHIP FUNCTIONS (MF); TAGAKI-SUGENO ( TS);

EID: 10844256522     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2004.1381001     Document Type: Conference Paper
Times cited : (16)

References (22)
  • 2
    • 0035360372 scopus 로고    scopus 로고
    • Designing fuzzy inference systems from data: An interpretability-oriented review
    • S. Guillaume, "Designing fuzzy inference systems from data: an interpretability-oriented review," IEEE Trans. on Fuzzy Systems, vol.9, pp.426-443, 2001.
    • (2001) IEEE Trans. on Fuzzy Systems , vol.9 , pp. 426-443
    • Guillaume, S.1
  • 3
    • 0032205732 scopus 로고    scopus 로고
    • Improving the interpretability of TSK fuzzy models by combining global learning and local learning
    • J. Yen, L. Wang, and C. W. Gillespie, "Improving the interpretability of TSK fuzzy models by combining global learning and local learning," IEEE Trans. on Fuzzy Systems, vol. 6, pp. 530-537, 1998.
    • (1998) IEEE Trans. on Fuzzy Systems , vol.6 , pp. 530-537
    • Yen, J.1    Wang, L.2    Gillespie, C.W.3
  • 4
    • 0033704546 scopus 로고    scopus 로고
    • Fuzzy modeling of high-dimensional systems: Complexity reduction and interpretability improvement
    • Y. Jin, "Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement," IEEE Trans. on Fuzzy Systems, vol.8, pp.212-221, 2000.
    • (2000) IEEE Trans. on Fuzzy Systems , vol.8 , pp. 212-221
    • Jin, Y.1
  • 7
    • 0012079993 scopus 로고    scopus 로고
    • Fuzzy CoCo: Balancing accuracy and interpretability of fuzzy models by means of coevolution
    • J. Casillas, O. Cordon, F. Herrera, L Magdalena, (Eds.), Studies in Fuzziness and Soft Computing, Physica-Verlag
    • C. A. Penna-Reyes and M. Sipper, "Fuzzy CoCo: balancing accuracy and interpretability of fuzzy models by means of coevolution," in J. Casillas, O. Cordon, F. Herrera, L Magdalena, (Eds.), Trade-off between Accuracy and Interpretability in Fuzzy Rule-Based Modelling, Studies in Fuzziness and Soft Computing, Physica-Verlag, 2002
    • (2002) Trade-off between Accuracy and Interpretability in Fuzzy Rule-Based Modelling
    • Penna-Reyes, C.A.1    Sipper, M.2
  • 10
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • 1993
    • J.-S. R. Jang, "ANFIS: adaptive-network-based fuzzy inference system," IEEE Trans. on Systems, Man and Cybernetics, vol. 23, 1993, pp. 665-685, 1993
    • (1993) IEEE Trans. on Systems, Man and Cybernetics , vol.23 , pp. 665-685
    • Jang, J.-S.R.1
  • 11
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modelling and control
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modelling and control," IEEE Trans. on Systems, Man and Cybernetics, vol. 15, pp. 116-132, 1985
    • (1985) IEEE Trans. on Systems, Man and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 12
    • 0031190597 scopus 로고    scopus 로고
    • Nonlinear state estimation using fuzzy local linear models
    • S. MaGinnity and G.W. Irwin, "Nonlinear state estimation using fuzzy local linear models", Int. J. of System Science, vol.28, pp.643-656, 1996
    • (1996) Int. J. of System Science , vol.28 , pp. 643-656
    • MaGinnity, S.1    Irwin, G.W.2
  • 13
    • 10844223131 scopus 로고    scopus 로고
    • Neurofuzzy local linearisation for model identification and state estimation of unknown nonlinear processes
    • Q. Gan and C. J. Harris, "Neurofuzzy local linearisation for model identification and state estimation of unknown nonlinear processes", Int. J. of Intelligent Control and Systems, vol.3, pp.389-407, 1999
    • (1999) Int. J. of Intelligent Control and Systems , vol.3 , pp. 389-407
    • Gan, Q.1    Harris, C.J.2
  • 15
    • 0033177739 scopus 로고    scopus 로고
    • Fuzzy local linearization and local basis function expansion in nonlinear system modeling
    • Q. Gan and C. J. Harris, "Fuzzy local linearization and local basis function expansion in nonlinear system modeling," IEEE Trans. on Systems, Man and Cybernetics-Part B., vol. 29, pp.559-565, 1999
    • (1999) IEEE Trans. on Systems, Man and Cybernetics-part B , vol.29 , pp. 559-565
    • Gan, Q.1    Harris, C.J.2
  • 16
    • 0346076776 scopus 로고    scopus 로고
    • Multi-objective identification of Takagi-Sugeno fuzzy models
    • accepted
    • T. A. Johansen and R. Babuska, "Multi-objective identification of Takagi-Sugeno fuzzy models," IEEE Trans. on Fuzzy Systems, vol. 11, 2003 (accepted)
    • (2003) IEEE Trans. on Fuzzy Systems , vol.11
    • Johansen, T.A.1    Babuska, R.2
  • 17
    • 10844220143 scopus 로고    scopus 로고
    • Fuzzy data clustering based on information entropy measure and relaxation linguistic modifier
    • Bristol, UK, Sep.
    • S.-M. Zhou and Q. Gan, "Fuzzy data clustering based on information entropy measure and relaxation linguistic modifier," UK Workshop on Computational Intelligence (UKCI03), Bristol, UK, Sep. 2003, pp.141-148.
    • (2003) UK Workshop on Computational Intelligence (UKCI03) , pp. 141-148
    • Zhou, S.-M.1    Gan, Q.2
  • 18
    • 0018668763 scopus 로고
    • On the measure of fuzziness and negation part I: Membership in the unit interval
    • R. R. Yager, "On the measure of fuzziness and negation part I: Membership in the unit interval," Int. J. Gen. Syst., vol. 5, 221-229, 1979.
    • (1979) Int. J. Gen. Syst. , vol.5 , pp. 221-229
    • Yager, R.R.1
  • 19
    • 10844260212 scopus 로고    scopus 로고
    • Interpretability improvement of Takagi-Sugeno fuzzy model by multiple objective learning
    • Department of Computer Science, University of Essex
    • S.-M. Zhou and J. Q. Gan, "Interpretability improvement of Takagi-Sugeno fuzzy model by multiple objective learning," Technical Report, Department of Computer Science, University of Essex, 2003.
    • (2003) Technical Report
    • Zhou, S.-M.1    Gan, J.Q.2
  • 20
    • 84968491425 scopus 로고
    • An iterative method for computing the generalized inverse of an arbitrary matrix
    • A. Ben-Israel, "An iterative method for computing the generalized inverse of an arbitrary matrix", Math. Comp., vol. 19, pp.452-455, 1965
    • (1965) Math. Comp. , vol.19 , pp. 452-455
    • Ben-Israel, A.1
  • 22
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • K. S. Narendra and K. Parthsarathy, "Identification and control of dynamical systems using neural networks", IEEE Trans. on Neural Networks, vol.1, pp.4-27, 1990.
    • (1990) IEEE Trans. on Neural Networks , vol.1 , pp. 4-27
    • Narendra, K.S.1    Parthsarathy, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.