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An Incompleteness Handling Methodology for Validation of Bayesian Knowledge Bases (1997)  (Make Corrections)  (4 citations)
David J. Bawcom



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Abstract: . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii I. Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1-1 II. Problem Background . . . . . . . . . . . . . . . . . . . . . . . . . . . 2-1 2.1 Verification & Validation Testing . . . . . . . . . . . . . . . . 2-1 2.2 Methods of Verification & Validation . . . . . . . . . . . . . . 2-3 2.3 V & V of knowledge based systems versus conventional software 2-4 2.4 Knowledge Acquisition . . . . ... (Update)

Context of citations to this paper:   More

...probabilistic knowledge based expert system shell. PESKI provides users with knowledge acquisition [27] verification and validation [4, 28], data mining [31] and inference engine tools [29] each capable of operating in various communication modes. PESKI was used for our...

...probabilistic knowledge based expert system shell. PESKI provides users with knowledge acquisition [32] verification and validation [33, 6], data mining [36] and inference engine tools [34] each capable of operating in various communication modes. For more information on...

Cited by:   More
Toward Automatic Knowledge Validation - Wallace, Laird   (Correct)
Supporting Incremental Knowledge Elicitation in.. - Brown, Santos, Jr.   (Correct)
Utility Theory-Based User Models for Intelligent Interface .. - Brown, Santos, Jr., Banks (1998)   (Correct)

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0.7:   Probabilistic Knowledge Base Validation - Gleason (1995)   (Correct)
0.5:   Utilizing Bayesian Techniques For User Interface Intelligence - Harrington (1996)   (Correct)

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3:   Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (context) - Pearl - 1988
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3:   GESIA: Uncertainty-based reasoning for a generic expert system intelligent user .. - Harrington, Banks et al. - 1996

BibTeX entry:   (Update)

David Bawcom. An incompleteness handling methodology for validation of bayesian knowledge bases. Master 's thesis, Air Force Institute of Technology, 1997. http://citeseer.ist.psu.edu/bawcom97incompleteness.html   More

@misc{ bawcom97incompleteness,
  author = "D. Bawcom",
  title = "An incompleteness handling methodology for validation of bayesian knowledge
    bases",
  text = "David Bawcom. An incompleteness handling methodology for validation of
    bayesian knowledge bases. Master 's thesis, Air Force Institute of Technology,
    1997.",
  year = "1997",
  url = "citeseer.ist.psu.edu/bawcom97incompleteness.html" }
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625   A Mathematical Theory of Evidence (context) - Shafer - 1976
322   Fuzzy Sets (context) - Zadeh - 1965  ACM   DBLP
166   Evaluating Influence Diagrams (context) - Ross - 1986  ACM
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146   The HEARSAY-II Speech Understanding System: Integrating Know.. (context) - Erman - 1988
129   Computer-Based Medical Consultations: Mycin (context) - Shortliffe - 1976
96   Bayesian Networks without Tears (context) - Eugene - 1991  ACM   DBLP
63   A Model of Inexact Reasoning in Medicine (context) - Shortliffe, Buchanan - 1975  ACM
22   Validating Expert System Performance (context) - Robert - 1987
20   R1: A Rule-Based Configurer of Computer Systems (context) - McDermott - 1982  DBLP
17   The Engineering of Knowledge-based Systems (context) - Avelino, Douglas et al. - 1993  ACM
16   Current Approaches to Handling Imperfect Information in Data.. - Simon - 1996  ACM   DBLP
12   Towards a Methodology for Evaluating Expert Systems (context) - Preece - 1990
12   Acquiring Consistent Knowledge for Bayesian Forests (context) - Darwyn - 1995
9   Varieties of Knowledge Elicitation Techniques (context) - Nancy - 1994  ACM   DBLP
9   A Fully Integrated Probabilistic Framework for Expert System.. (context) - Jr - 1993
6   Issues in the verification of knowledge in rule-based system.. (context) - Derek - 1989  ACM   DBLP
6   Verifying Consistency of Production Systems (context) - Nguyen - 1987
5   MORE: An Intelligent Knowledge Acquisition Tool (context) - Kahn - 1985  DBLP
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4   Expert Systems: A View of the Field (context) - John - 1996
4   Verifying and Validating Personal Computer-Based Expert Syst.. (context) - Terry - 1991  ACM
4   Verification of Multi-level Rule-based Expert Systems: Theor.. (context) - Meseguer, Verdaguer - 1993
3   Verification and Validation of Expert Systems (context) - Green - 1987  ACM
3   Development of the PROSPECTOR Consultation System for Minera.. (context) - Duda - 1978
3   Probabilistic Knowledge Base Validation - Howard - 1995
3   Knowledge Acquisition for Constructive Systems (context) - Marcus - 1985  DBLP
2   Testing Your Knowledge Base (context) - Marcot - 1987  ACM
2   Utilizing Data and Knowledge Mining for Probabilistic Knowle.. (context) - Daniel - 1996
2   Verifying and Validating Uncertain Knowledge-Bases (context) - Jr - 1995
1   Validation of knowledge-based systems: Current trends and is.. (context) - Alun - 1995
1   SVEPOA: A Tool to Aid Verification and Validation of OPS5-ba.. (context) - Prakash, Ravi - 1993
1   Building Validation Tools for Knowledge-Based Systems (context) - Stachowitz - 1987
1   Verifying and Validating Knowledge in the Face of Uncertaint.. (context) - Jr, Sheila et al. - 1997
1   A Test-Case Based Approach to Bayesian Knowledge Base Incomp.. - Louise - 1996
1   Applications of Artificial Intelligence to Chemistry: The DE.. (context) - Lindsay - 1980
1   Checking an Expert System's Knowledge Base for Consistency a.. (context) - Nguyen - 1985

Documents on the same site (http://www.afit.af.mil/Schools/EN/ENG/LABS/AI/papers3.html):   More
GESIA: Uncertainty-Based Reasoning for a Generic.. - Harrington, Banks.. (1996)   (Correct)
Using Explicit Requirements and Metrics for Interface Agent.. - Brown, Jr. (1998)   (Correct)
Utility Theory-Based User Models for Intelligent Interface .. - Brown, Santos, Jr., Banks (1998)   (Correct)

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