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Volumn 64, Issue 1, 2008, Pages 218-241

On automatic knowledge validation for Bayesian knowledge bases

Author keywords

Bayesian knowledge bases; Incomplete information; Knowledge engineering; Knowledge validation; Uncertainty

Indexed keywords

EXPERT SYSTEMS; KNOWLEDGE ENGINEERING; SET THEORY; UNCERTAINTY ANALYSIS;

EID: 36048937246     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2007.07.004     Document Type: Article
Times cited : (13)

References (41)
  • 2
    • 84963917780 scopus 로고    scopus 로고
    • A quagmire of terminology: verification & validation, testing, and evaluation
    • AAAI Press
    • Barr V. A quagmire of terminology: verification & validation, testing, and evaluation. Proceedings of the 14th International FLAIRS Conference (2001), AAAI Press 625-629
    • (2001) Proceedings of the 14th International FLAIRS Conference , pp. 625-629
    • Barr, V.1
  • 5
    • 36048967405 scopus 로고    scopus 로고
    • Scott M. Brown, Eugene Santos Jr., Active user interfaces for building decision-theoretic systems, in: Proceedings of the 1st Asia-Pacific Conference on Intelligent Agent Technology, Hong Kong, 1999, pp. 244-253.
  • 8
    • 0000051534 scopus 로고    scopus 로고
    • Refinement complements verification and validation
    • (Special issue: Verification and Validation)
    • Craw S. Refinement complements verification and validation. International Journal of Human-Computer Studies 44 2 (1996) 245-256 (Special issue: Verification and Validation)
    • (1996) International Journal of Human-Computer Studies , vol.44 , Issue.2 , pp. 245-256
    • Craw, S.1
  • 10
    • 0024031968 scopus 로고    scopus 로고
    • Automatic knowledge base refinement for classification systems
    • Ginsberg A., Weiss S.M., and Politakis P. Automatic knowledge base refinement for classification systems. Artificial Intelligence 35 2 (1998) 197-226
    • (1998) Artificial Intelligence , vol.35 , Issue.2 , pp. 197-226
    • Ginsberg, A.1    Weiss, S.M.2    Politakis, P.3
  • 11
    • 0034555289 scopus 로고    scopus 로고
    • Validation and verification of intelligent systems - what are they and how are they different?
    • Gonzalez A.J., and Barr V. Validation and verification of intelligent systems - what are they and how are they different?. Journal of Experimental and Theoretical Artificial Intelligence 12 4 (2000) 407-420
    • (2000) Journal of Experimental and Theoretical Artificial Intelligence , vol.12 , Issue.4 , pp. 407-420
    • Gonzalez, A.J.1    Barr, V.2
  • 13
    • 0033076455 scopus 로고    scopus 로고
    • The complexity of theory revision
    • Greiner R. The complexity of theory revision. Artificial Intelligence 107 2 (1999) 175-217
    • (1999) Artificial Intelligence , vol.107 , Issue.2 , pp. 175-217
    • Greiner, R.1
  • 14
    • 36049007014 scopus 로고    scopus 로고
    • Uma G. Gupta, IEEE Press, Los Alamitos, CA, 1990.
  • 15
    • 0030386859 scopus 로고    scopus 로고
    • Robert A. Harrington, Sheila B. Banks, Eugene Santos Jr., GESIA: Uncertainty-based reasoning for a generic expert system intelligent user interface, in: Proceedings of the International Conference on Tools with Artificial Intelligence, Toulousse, France, 1996, pp. 52-55.
  • 24
    • 0002463788 scopus 로고
    • Validating expert system performance
    • O'Keefe R.M., Balci O., and Smith E.P. Validating expert system performance. IEEE Expert 87 (1987) 81-89
    • (1987) IEEE Expert , vol.87 , pp. 81-89
    • O'Keefe, R.M.1    Balci, O.2    Smith, E.P.3
  • 26
    • 0027702434 scopus 로고
    • Probabilistic horn abduction and Bayesian networks
    • Poole D. Probabilistic horn abduction and Bayesian networks. Artificial Intelligence 64 1 (1993) 81-129
    • (1993) Artificial Intelligence , vol.64 , Issue.1 , pp. 81-129
    • Poole, D.1
  • 30
    • 0035370813 scopus 로고    scopus 로고
    • Verification and validation of knowledge-bases under uncertainty
    • Santos Jr. E. Verification and validation of knowledge-bases under uncertainty. Data and Knowledge Engineering 37 (2001) 307-329
    • (2001) Data and Knowledge Engineering , vol.37 , pp. 307-329
    • Santos Jr., E.1
  • 31
    • 36048986228 scopus 로고    scopus 로고
    • Eugene Santos Jr., Darwyn O. Banks, Sheila. B. Banks, MACK: A tool for acquiring consistent knowledge under uncertainty, in: Proceedings of the AAAI Workshop on Verification and Validation of Knowledge-Based Systems, 1997, pp. 23-32.
  • 32
    • 36049009245 scopus 로고    scopus 로고
    • Eugene Santos Jr., Sheila B. Banks, Scott M. Brown, David J. Bawcom, Identifying and handling structural incompeleteness for validation of probabilistic knowledge-bases, in: Proceedings of the 11th International FLAIRS Conference, 1999, pp. 506-510.
  • 33
    • 16244385592 scopus 로고    scopus 로고
    • Eugene Santos Jr., Hang T. Dinh, Consistency of test cases in validation of bayesian knowledge-bases, in: Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), 2004, pp. 468-475.
  • 34
    • 36048932235 scopus 로고    scopus 로고
    • Eugene Santos Jr., Howard T. Gleason, and Sheila B. Banks, BVAL: Probabilistic knowledge-base validation, in: Proceedings of the AAAI Workshop on Verification and Validation of Knowledge-Based Systems, 1997, pp. 13-22.
  • 35
    • 10444264427 scopus 로고    scopus 로고
    • Eugene Santos Jr., Allesandro Negri, Constructing adversarial models for threat intent prediction and inferencing, in: Proceedings of the SPIE Defense and Security Symposium, Orlando, FL, 2004.
  • 37
    • 0037380773 scopus 로고    scopus 로고
    • Implicitly preserving semantics during incremental knowledge base acquisition under uncertainty
    • Santos Jr. E., Santos E.S., and Shimony S.E. Implicitly preserving semantics during incremental knowledge base acquisition under uncertainty. International Journal of Approximate Reasoning 33 1 (2003) 71-94
    • (2003) International Journal of Approximate Reasoning , vol.33 , Issue.1 , pp. 71-94
    • Santos Jr., E.1    Santos, E.S.2    Shimony, S.E.3
  • 40
    • 16244404804 scopus 로고    scopus 로고
    • The application of machine learning tools to the validation of an air traffic control domain theory
    • West M.M., and McCluskey T.L. The application of machine learning tools to the validation of an air traffic control domain theory. International Journal on Artificial Intelligence Tools 10 4 (2001) 613-637
    • (2001) International Journal on Artificial Intelligence Tools , vol.10 , Issue.4 , pp. 613-637
    • West, M.M.1    McCluskey, T.L.2
  • 41
    • 0036555884 scopus 로고    scopus 로고
    • KJ3 - a tool assisting formal validation of knowledge-based systems
    • Wu C.-H., and Lee S.-J. KJ3 - a tool assisting formal validation of knowledge-based systems. International Journal of Human-Computer Studies 56 5 (2002) 495-524
    • (2002) International Journal of Human-Computer Studies , vol.56 , Issue.5 , pp. 495-524
    • Wu, C.-H.1    Lee, S.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.