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» Diagnosis of Multiple Faults: A Sensitivity Analysis
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FLAIRS
2007
14 years 11 months ago
System Diagnosability Analysis Using p-slop MAP
Researchers have reported successful deployments of diagnosis decision support systems based on Bayesian networks. However, the methodology for evaluating the diagnosability for s...
Tsai-Ching Lu, K. Wojtek Przytula
AMCS
2008
146views Mathematics» more  AMCS 2008»
14 years 9 months ago
Fault Detection and Isolation with Robust Principal Component Analysis
Principal component analysis (PCA) is a powerful fault detection and isolation method. However, the classical PCA which is based on the estimation of the sample mean and covariance...
Yvon Tharrault, Gilles Mourot, José Ragot, ...
TSMC
2008
119views more  TSMC 2008»
14 years 9 months ago
An Efficient Binary-Decision-Diagram-Based Approach for Network Reliability and Sensitivity Analysis
Abstract--Reliability and sensitivity analysis is a key component in the design, tuning, and maintenance of network systems. Tremendous research efforts have been expended in this ...
Liudong Xing
GECCO
2005
Springer
140views Optimization» more  GECCO 2005»
15 years 2 months ago
A comparison of evolutionary algorithms for system-level diagnosis
The size and complexity of systems based on multiple processing units demand techniques for the automatic diagnosis of their state. System-level diagnosis consists in determining ...
Bogdan Tomoyuki Nassu, Elias Procópio Duart...
AAAI
2010
14 years 11 months ago
Automated Program Debugging Via Multiple Predicate Switching
In a previous paper, Liu argued for the importance of establishing a precise theoretical foundation for program debugging from first principles. In this paper, we present a first ...
Yongmei Liu, Bing Li