An Incompleteness Handling Methodology for Validation of Bayesian Knowledge Bases (1997)
| Citations: | 3 - 0 self |
BibTeX
@TECHREPORT{Bawcom97anincompleteness,
author = {David J. Bawcom and David J. Bawcom and David J. Bawcom},
title = {An Incompleteness Handling Methodology for Validation of Bayesian Knowledge Bases},
institution = {},
year = {1997}
}
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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 . . . . . . . . . . . . . . . . . . . . . 2-5 2.5 Knowledge Representation . . . . . . . . . . . . . . . . . . . 2-6 2.6 The Bayesian Knowledge Base representation . . . . . . . . . 2-7 2.7 Knowledge Base Errors . . . . . . . . . . . . . . . . . . . . . 2-9 III. Methodology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3-1 3.1 PESKI Validation . . . . . . . . . . . . . . . . . . . . . . . . 3-2 3.1.1 Test Cases . . . . . . . . . . . . . . . . . . . . . . . 3-2 3.1.2 Direct Dependency R...
