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Volumn 5103, Issue , 2003, Pages 8-16

Verification and validation of neural networks: A sampling of research in progress

Author keywords

Neural networks; Software certification; Verification and validation

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; AUTONOMOUS AGENTS; DATA REDUCTION; INTELLIGENT CONTROL; LEARNING ALGORITHMS; SAMPLING;

EID: 0345376956     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.487527     Document Type: Conference Paper
Times cited : (42)

References (28)
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    • A Survey and Critique of Techniques for Extracting Rules from Trained Artificial Neural Networks
    • Andrews, Robert; J. Diederich; and A. B. Tickle, "A Survey and Critique Of Techniques For Extracting Rules From Trained Artificial Neural Networks." Knowledge Based Systems 8, pp.373-389, 1995.
    • (1995) Knowledge Based Systems , vol.8 , pp. 373-389
    • Andrews, R.1    Diederich, J.2    Tickle, A.B.3
  • 10
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    • A Specifier's Introduction to Formal Methods
    • Wing, J. M., "A Specifier's Introduction to Formal Methods," IEEE Computer 23 (9), pp.8-24, 1990.
    • (1990) IEEE Computer , vol.23 , Issue.9 , pp. 8-24
    • Wing, J.M.1
  • 11
    • 0344527061 scopus 로고    scopus 로고
    • CONNECT webpage, http://wwvv.first.fraunhofer.de/connect/
    • CONNECT Webpage
  • 12
  • 13
    • 0002190767 scopus 로고    scopus 로고
    • Extracting tree-structured representations of trained neural networks
    • MIT Press, Denver, CO.
    • Craven, M.W., and J.W. Shavik, "Extracting tree-structured representations of trained neural networks," Advances in Neural Information Processing Systems 8, MIT Press, Denver, CO., 1996.
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Craven, M.W.1    Shavik, J.W.2
  • 15
    • 0042215356 scopus 로고
    • How to improve the reliability of Artificial Neural Networks
    • Department of Computer Science, University of Sheffield, UK
    • Sharkey, Amanda and Noel Sharkey, "How to improve the reliability of Artificial Neural Networks". Department of Computer Science, University of Sheffield, UK. Research Report CS-95-11, 1995.
    • (1995) Research Report , vol.CS-95-11
    • Sharkey, A.1    Sharkey, N.2
  • 20
    • 0344527601 scopus 로고
    • Visualization of 2-D hidden unit space
    • School of Library and Information Science, University of Pittsburgh, Pittsburgh, PA
    • Munro, P., "Visualization of 2-D hidden unit space," Technical Report LIS035/IS91003, School of Library and Information Science, University of Pittsburgh, Pittsburgh, PA, 1991.
    • (1991) Technical Report , vol.LIS035-IS91003
    • Munro, P.1
  • 27
    • 0033362601 scopus 로고    scopus 로고
    • Evolving Artificial Neural Networks
    • Yao, Xin, "Evolving Artificial Neural Networks," Proceedings of the IEEE 87(9), pp.1423-1447, 1999.
    • (1999) Proceedings of the IEEE , vol.87 , Issue.9 , pp. 1423-1447
    • Yao, X.1
  • 28
    • 0036059992 scopus 로고    scopus 로고
    • Verification and Validation of Neural Networks for Safety-Critical Applications
    • Anchorage, AK
    • Hull, J., David Ward, Radoslaw R. Zakrzewski, "Verification and Validation of Neural Networks for Safety-Critical Applications," Proceedings of American Control Conference, Anchorage, AK, 2002.
    • (2002) Proceedings of American Control Conference
    • Hull, J.1    Ward, D.2    Zakrzewski, R.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.