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Volumn 412, Issue , 2013, Pages 547-556

Training fuzzy cognitive maps using gradient-based supervised learning

Author keywords

Backpropagation; Fuzzy cognitive maps; Learning

Indexed keywords

COGNITIVE SYSTEMS; FUZZY RULES; LARGE SCALE SYSTEMS; NEURAL NETWORKS;

EID: 84894027556     PISSN: 18684238     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-41142-7_55     Document Type: Conference Paper
Times cited : (15)

References (11)
  • 1
    • 77956518776 scopus 로고    scopus 로고
    • Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems
    • In: Glykas, M. (ed.),. Springer, Berlin
    • Groumpos, P.P.: Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems. In: Glykas, M. (ed.) Fuzzy Cognitive Maps, pp. 1-22. Springer, Berlin (2010).
    • (2010) Fuzzy Cognitive Maps , pp. 1-22
    • Groumpos, P.P.1
  • 6
    • 7444232251 scopus 로고    scopus 로고
    • Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule
    • In: Gedeon, T(T.) D., Fung, L.C.C. (eds.),. Springer, Heidelberg
    • Papageorgiou, E.I., Stylios, C.D., Groumpos, P.P.: Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule. In: Gedeon, T(T.) D., Fung, L.C.C. (eds.) AI 2003. LNCS (LNAI), vol. 2903, pp. 256-268. Springer, Heidelberg (2003).
    • (2003) AI 2003. LNCS (LNAI) , vol.2903 , pp. 256-268
    • Papageorgiou, E.I.1    Stylios, C.D.2    Groumpos, P.P.3
  • 7
    • 29544441693 scopus 로고    scopus 로고
    • A Weight Adaptation Method for Fuzzy Cognitive Map Learning
    • Papageorgiou, E.I., Groumpos, P.P.: A Weight Adaptation Method for Fuzzy Cognitive Map Learning. Soft Computing 9(11), 846-857 (2005).
    • (2005) Soft Computing , vol.9 , Issue.11 , pp. 846-857
    • Papageorgiou, E.I.1    Groumpos, P.P.2
  • 9
    • 55249093405 scopus 로고    scopus 로고
    • Data-driven Nonlinear Hebbian Learning Method for Fuzzy Cognitive Maps
    • In:, FUZZ-IEEE 2008 (IEEEWorld Congress on Computational Intelligence)
    • Stach, W., Kurgan, L., Pedrycz, W.: Data-driven Nonlinear Hebbian Learning Method for Fuzzy Cognitive Maps. In: IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2008 (IEEEWorld Congress on Computational Intelligence), pp. 1975-1981 (2008).
    • (2008) IEEE International Conference on Fuzzy Systems , pp. 1975-1981
    • Stach, W.1    Kurgan, L.2    Pedrycz, W.3
  • 10
    • 0003495216 scopus 로고    scopus 로고
    • University of Amsterdam, (accessed May 10, 2013)
    • Krose, B., Smagt, P.V.D.: An Introduction to Neural Networks. University of Amsterdam (1996), http://www.cs.unibo.it/babaoglu/courses/cas/resources/tutorials/Neural Nets.pdf (accessed May 10, 2013).
    • (1996) An Introduction to Neural Networks
    • Krose, B.1    Smagt, P.V.D.2
  • 11
    • 0025503558 scopus 로고
    • Backpropagation Through Time: What It Does and How to Do It
    • Werbos, P.J.: Backpropagation Through Time: What It Does and How to Do It. Proceedings of the IEEE 78(10), 1550-1560 (1990).
    • (1990) Proceedings of the IEEE , vol.78 , Issue.10 , pp. 1550-1560
    • Werbos, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.