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Volumn 134, Issue , 2008, Pages 163-172

Adaptation of FCANN method to extract and represent comprehensible knowledge from neural networks

Author keywords

Artificial neural networks; Extract knowledge; Formal concept analysis

Indexed keywords


EID: 45949088376     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-79355-7_16     Document Type: Article
Times cited : (4)

References (14)
  • 1
    • 0027678679 scopus 로고
    • The extraction of refined rules from knowledge-based neural networks
    • Towell, G.G., Shavlik, J.W.: The extraction of refined rules from knowledge-based neural networks. In: Machine Learning Research GroupWorking, pp. 71-101 (1993)
    • (1993) Machine Learning Research GroupWorking , pp. 71-101
    • Towell, G.G.1    Shavlik, J.W.2
  • 2
    • 10444282285 scopus 로고    scopus 로고
    • An overview of strategies for neurosymbolic integration
    • Wermter, S, Sun, R, eds, Springer, Germany
    • Hilario, M.: An overview of strategies for neurosymbolic integration. In: Wermter, S., Sun, R. (eds.) Hybrid Neural Systems, Springer, Germany (2000)
    • (2000) Hybrid Neural Systems
    • Hilario, M.1
  • 5
    • 33744972326 scopus 로고    scopus 로고
    • Using the Next Closure Algorithm to Extract Rules from Trained Neural Networks Application in solar energy systems
    • Finland, pp
    • Vimieiro, R., Zárate, L.E., Pereira, E.M.D., Vieira, N.J.: Using the Next Closure Algorithm to Extract Rules from Trained Neural Networks Application in solar energy systems. In: IEEE SMcia, Finland, pp. 184-189 (2005)
    • (2005) IEEE SMcia , pp. 184-189
    • Vimieiro, R.1    Zárate, L.E.2    Pereira, E.M.D.3    Vieira, N.J.4
  • 6
    • 45949107321 scopus 로고    scopus 로고
    • Gratzer, G.: General lattice theory. ch. Applied lattice theory: Formal concept analysis, 2nd edn., pp. 591-605. Birkhäuser Verlag (1998)
    • Gratzer, G.: General lattice theory. ch. Applied lattice theory: Formal concept analysis, 2nd edn., pp. 591-605. Birkhäuser Verlag (1998)
  • 7
    • 45949092898 scopus 로고    scopus 로고
    • FCANN: A new approach for extraction and representation of knowledge from ANN trained via Formal Concept Analysis
    • Amsterdam to appear
    • Zárate, L.E., Dias, S.M., Song, M.A.J.: FCANN: A new approach for extraction and representation of knowledge from ANN trained via Formal Concept Analysis Neurocomputing, Amsterdam (to appear, 2007)
    • (2007) Neurocomputing
    • Zárate, L.E.1    Dias, S.M.2    Song, M.A.J.3
  • 10
    • 30744447439 scopus 로고    scopus 로고
    • Formal Aoncept analysis: Algorithmic aspects. TU Dresden, Germany
    • Tech. Rep
    • Ganter, B.: Formal Aoncept analysis: algorithmic aspects. TU Dresden, Germany, Tech. Rep. (2002)
    • (2002)
    • Ganter, B.1
  • 12
    • 45949089533 scopus 로고    scopus 로고
    • Zárate, L.E., Pereira, E.M.D., Silva, J.P.D., Vimieiro, R., Diniz, A.S.C.: Neural representation of a solar collector with optimization of training sets in Lecture Notes in Artificial Intelligence. In: Orchard, B., Yang, C., Moonis, A. (eds.) ISAI, AAAI, ACM/SIGART, INNS, Springer, Heidelberg (2004)
    • Zárate, L.E., Pereira, E.M.D., Silva, J.P.D., Vimieiro, R., Diniz, A.S.C.: Neural representation of a solar collector with optimization of training sets in Lecture Notes in Artificial Intelligence. In: Orchard, B., Yang, C., Moonis, A. (eds.) ISAI, AAAI, ACM/SIGART, INNS, Springer, Heidelberg (2004)
  • 13
    • 40649127111 scopus 로고    scopus 로고
    • Redes Neurais Artificiais
    • São Paulo, Cap. 5
    • Kovács, Z.L.: Redes Neurais Artificiais. Edição Acadêmica São Paulo, Cap. 5, 75-76 (1996)
    • (1996) Edição Acadêmica , pp. 75-76
    • Kovács, Z.L.1
  • 14
    • 53649107309 scopus 로고    scopus 로고
    • An Approach to Knowledge Extraction From ANN Through Formal Concept Analysis - Computational Tool Proposal: SOPHIANN
    • Montreal Canada
    • Zárate, L.E., Song, M., Alvarez, A., Soares, B., Nogueira, B., Vimieiro, R., Diaes, S., Santos, T., Vieira, N.: An Approach to Knowledge Extraction From ANN Through Formal Concept Analysis - Computational Tool Proposal: SOPHIANN. In: Proc. ISIE, Montreal Canada (2006)
    • (2006) Proc. ISIE
    • Zárate, L.E.1    Song, M.2    Alvarez, A.3    Soares, B.4    Nogueira, B.5    Vimieiro, R.6    Diaes, S.7    Santos, T.8    Vieira, N.9


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.