메뉴 건너뛰기




Volumn 1, Issue , 2006, Pages 43-48

An approach to knowledge extraction from ANN through formal concept analysis - Computational tool proposal: Sophiann

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; INDUSTRIAL ELECTRONICS; LINEARIZATION; MARINE BIOLOGY; NETWORK PROTOCOLS; RENEWABLE ENERGY RESOURCES; SENSOR NETWORKS; SOLAR ENERGY; SOLAR POWER PLANTS;

EID: 53649107309     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2006.295566     Document Type: Conference Paper
Times cited : (8)

References (12)
  • 1
    • 10444282285 scopus 로고    scopus 로고
    • An overview of strategies for neurosymbolic integration
    • S. Wermter and R. Sun, Eds. Germany: Springer-Verlag, ch. 2
    • M. Hilario, "An overview of strategies for neurosymbolic integration," in Hybrid Neural Systems, S. Wermter and R. Sun, Eds. Germany: Springer-Verlag, 2000, ch. 2.
    • (2000) Hybrid Neural Systems
    • Hilario, M.1
  • 2
    • 0027678679 scopus 로고
    • The extraction of refined rules from knowledge-based neural networks
    • G. G. Towell and J. W. Shavlik, "The extraction of refined rules from knowledge-based neural networks," in Machine Learning Research Group Working, 1993, pp. 71-101.
    • (1993) Machine Learning Research Group Working , pp. 71-101
    • Towell, G.G.1    Shavlik, J.W.2
  • 3
    • 0003577338 scopus 로고    scopus 로고
    • Extracting Comprehensible Models from Trained Neural Networks
    • PhD Thesis, department of Computer Sciences, University of Wisconsin-Madison
    • M. W. Craven, "Extracting Comprehensible Models from Trained Neural Networks", PhD Thesis, department of Computer Sciences, University of Wisconsin-Madison. 1996.
    • (1996)
    • Craven, M.W.1
  • 4
    • 10444258044 scopus 로고    scopus 로고
    • R. Vimieiro, L. E. Zarate, J. P. D. Silva, E. M. D. Pereira, and A. S. C. Diniz, Rule extraction from trained neural networks via formal concept analysis, in Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing, A. del Pobil, Ed., IASTED. ACTA Press, 2004, pp. 334-339.
    • R. Vimieiro, L. E. Zarate, J. P. D. Silva, E. M. D. Pereira, and A. S. C. Diniz, "Rule extraction from trained neural networks via formal concept analysis," in Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing, A. del Pobil, Ed., IASTED. ACTA Press, 2004, pp. 334-339.
  • 8
    • 0004277741 scopus 로고    scopus 로고
    • 2nd ed. Birkhäuser Verlag, ch. Applied lattice theory: Formal concept analysis, pp
    • G. Gratzer, "General lattice theory", 2nd ed. Birkhäuser Verlag, 1998, ch. Applied lattice theory: Formal concept analysis, pp. 591-605.
    • (1998) General lattice theory , pp. 591-605
    • Gratzer, G.1
  • 10
    • 8444232045 scopus 로고    scopus 로고
    • L. E. Zirate, E. M. D. Pereira, D. A. Soares, J. P. D. Silva, R. Vimieiro, and A. S. C. Diniz, Optimization of neural networks training sets via clustering: Application in solar collector representation, in Proceedings of 6th International Conference on Enterprise Information Systems, I. Seruca, J. Filipe, S. Hammoudi, and J. Cordeiro, Eds., 2, ICEIS. Porto, Portugal: INSTICC Press, April 2004, pp. 147-152.
    • L. E. Zirate, E. M. D. Pereira, D. A. Soares, J. P. D. Silva, R. Vimieiro, and A. S. C. Diniz, "Optimization of neural networks training sets via clustering: Application in solar collector representation," in Proceedings of 6th International Conference on Enterprise Information Systems, I. Seruca, J. Filipe, S. Hammoudi, and J. Cordeiro, Eds., vol. 2, ICEIS. Porto, Portugal: INSTICC Press, April 2004, pp. 147-152.
  • 11
    • 9444286473 scopus 로고    scopus 로고
    • L. E. Zarate, E. M. D. Pereira, J. P. D. Silva, R. Vimieiro, and A. S. C. Diniz, Neural representation of a solar collector with optimization of training sets, in Lecture Notes in Artificial Intelligence, B. Orchard, C. Yang, and A. Moonis, Eds., ISAI, AAAI, ACM/SIGART, INNS. Springer-Verlag, 2004.
    • L. E. Zarate, E. M. D. Pereira, J. P. D. Silva, R. Vimieiro, and A. S. C. Diniz, "Neural representation of a solar collector with optimization of training sets," in Lecture Notes in Artificial Intelligence, B. Orchard, C. Yang, and A. Moonis, Eds., ISAI, AAAI, ACM/SIGART, INNS. Springer-Verlag, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.