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» Test Generation for Model-Based Diagnosis
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ECAI
2008
Springer
13 years 6 months ago
Test Generation for Model-Based Diagnosis
This article formalises the dual problem to model-based diagnosis (MBD), i.e., generating tests to isolate multiple simultaneous faults. Using a standard propositional MBD framewo...
Gregory M. Provan
JAIR
2010
165views more  JAIR 2010»
13 years 2 months ago
A Model-Based Active Testing Approach to Sequential Diagnosis
Model-based diagnostic reasoning often leads to a large number of diagnostic hypotheses. The set of diagnoses can be reduced by taking into account extra observations (passive mon...
Alexander Feldman, Gregory M. Provan, Arjan J. C. ...
IJCAI
2007
13 years 6 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
ICCD
2005
IEEE
124views Hardware» more  ICCD 2005»
14 years 1 months ago
Accurate Diagnosis of Multiple Faults
In this paper, we propose a diagnostic test generation method in conjunction with an efficient sequential SAT-based diagnosis procedure to precisely identify multiple defective si...
Yung-Chieh Lin, Feng Lu, Kwang-Ting Cheng
ICST
2010
IEEE
13 years 3 months ago
Generating Transition Probabilities for Automatic Model-Based Test Generation
—Markov chains with Labelled Transitions can be used to generate test cases in a model-based approach. These test cases are generated by random walks on the model according to pr...
Abderrahmane Feliachi, Hélène Le Gue...