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» Automated error diagnosis using abductive inference
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ICLP
2010
Springer
13 years 9 months ago
Abductive Inference in Probabilistic Logic Programs
ABSTRACT. Action-probabilistic logic programs (ap-programs) are a class of probabilistic logic programs that have been extensively used during the last few years for modeling behav...
Gerardo I. Simari, V. S. Subrahmanian
IJCAI
2007
13 years 7 months ago
Automated Benchmark Model Generators for Model-Based Diagnostic Inference
This article proposes a Diagnosis Interchange Format (DIF), an XML-based interchange format for Model-Based Diagnosis (MBD). Its main purposes are to allow sharing of diagnostic m...
Gregory M. Provan, Jun Wang
CORR
2008
Springer
151views Education» more  CORR 2008»
13 years 5 months ago
Checking the Quality of Clinical Guidelines using Automated Reasoning Tools
Requirements about the quality of clinical guidelines can be represented by schemata borrowed from the theory of abductive diagnosis, using temporal logic to model the time-orient...
Arjen Hommersom, Peter J. F. Lucas, Patrick van Bo...
SPLC
2008
13 years 7 months ago
Automated Diagnosis of Product-Line Configuration Errors in Feature Models
Feature models are widely used to model software product-line (SPL) variability. SPL variants are configured by selecting feature sets that satisfy feature model constraints. Conf...
Jules White, Douglas C. Schmidt, David Benavides, ...
DLOG
1996
13 years 7 months ago
Using Description Logics for Consistency-based Diagnosis
Using quantitative models of simple mechanisms as an example domain, we show how the basic principles of consistency-based diagnosis can be implemented using description logics wi...
Gerd Kamp, Holger Wache