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Volumn 5, Issue , 2005, Pages 2915-2920

Rule extraction as a formal method for the verification and validation of neural networks

Author keywords

[No Author keywords available]

Indexed keywords

FORMALIZATION; RULE EXTRACTION; VERIFICATION AND VALIDATION;

EID: 33750108219     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556388     Document Type: Conference Paper
Times cited : (24)

References (13)
  • 3
    • 11244308611 scopus 로고    scopus 로고
    • Verification and validation of autonomy software at NASA
    • Pecheur, Charles. 2000.Verification and Validation of Autonomy Software at NASA. NASA/TM 2000-209602.
    • (2000) NASA/TM 2000-209602
    • Pecheur, C.1
  • 4
    • 33750121174 scopus 로고    scopus 로고
    • Verifying properties of neural networks
    • 2001
    • Rodrigues, Pedro, José Félix Costa, and Hava T. Siegelmann. 2001. Verifying Properties of Neural Networks. IWANN (1)2001: 158-165.
    • (2001) IWANN , Issue.1 , pp. 158-165
    • Rodrigues, P.1    Costa, J.F.2    Siegelmann, H.T.3
  • 7
    • 0029484103 scopus 로고
    • A survey and critique of techniques for extracting rules from trained artificial neural networks
    • Andrews, Robert; J. Diederich; and A. B. Tickle. 1995. A Survey and Critique Of Techniques For Extracting Rules From Trained Artificial Neural Networks. Knowledge Based Systems 8:373-389.
    • (1995) Knowledge Based Systems , vol.8 , pp. 373-389
    • Andrews, R.1    Diederich, J.2    Tickle, A.B.3
  • 8
    • 0031099036 scopus 로고    scopus 로고
    • Cascade ARTMAP: Integrating neural computation and symbolic knowledge processing
    • Tan, A. 1997. Cascade ARTMAP: Integrating Neural Computation and Symbolic Knowledge Processing. IEEE Transactions on Neural Networks, 8 (2) 237-250.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.2 , pp. 237-250
    • Tan, A.1
  • 10
    • 32844475617 scopus 로고    scopus 로고
    • A geometric rule extraction approach used for verification and validation of a safety critical application
    • Clear Water Beach, FL, May 16-18
    • Darrah, Marjorie, Brian Taylor and Michael Webb. A Geometric Rule Extraction Approach used for Verification and Validation of a Safety Critical Application. 2005 Florida Artificial Intelligence Research Society Conference, Clear Water Beach, FL, May 16-18, 2005.
    • (2005) 2005 Florida Artificial Intelligence Research Society Conference
    • Darrah, M.1    Taylor, B.2    Webb, M.3
  • 12
    • 33750111506 scopus 로고    scopus 로고
    • Weaving it all together - A methodology for the verification and validation of adaptive neural networks
    • Whistler, British Columbia, December 2004
    • Taylor, B. J., Marjorie Darrah, Spiro Skias. 2004. Weaving it All Together - A Methodology for the Verification and Validation of Adaptive Neural Networks. NIPS-2004 Workshop on Verification, Validation, and Testing of Learning Systems. Whistler, British Columbia, December 2004.
    • (2004) NIPS-2004 Workshop on Verification, Validation, and Testing of Learning Systems
    • Taylor, B.J.1    Darrah, M.2    Skias, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.