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» Variation-Aware Fault Modeling
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IJCAI
2007
15 years 5 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
138
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TNN
2010
168views Management» more  TNN 2010»
14 years 10 months ago
On the selection of weight decay parameter for faulty networks
The weight-decay technique is an effective approach to handle overfitting and weight fault. For fault-free networks, without an appropriate value of decay parameter, the trained ne...
Andrew Chi-Sing Leung, Hongjiang Wang, John Sum
ISSRE
2002
IEEE
15 years 8 months ago
Effect of Disturbances on the Convergence of Failure Intensity
We report a study to determine the impact of four types of disturbances on the failure intensity of a software product undergoing system test. Hardware failures, discovery of a cr...
João W. Cangussu, Aditya P. Mathur, Raymond...
ADAEUROPE
2006
Springer
15 years 9 months ago
A Software Reliability Model Based on a Geometric Sequence of Failure Rates
Software reliability models are an important tool in quality management and release planning. There is a large number of different models that often exhibit strengths in differen...
Stefan Wagner, Helmut Fischer
PROMAS
2005
Springer
15 years 9 months ago
A Model-Based Executive for Commanding Robot Teams
The paper presents a way to robustly command a system of systems as a single entity. Instead of modeling each component system in isolation and then manually crafting interaction p...
Anthony Barrett