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As software being used in a larger scale, the problems of their reliability become more and more important. In addition to the design problems of the software itself, more attention was paid to the statistical law showed by the software reliability. As researches getting along, lots of patterns are raised. However, some of the patterns pay too much attention to the randomness of the software failure...
The importance of software is increasing in scientific research and our daily life. Meanwhile, the cost and consequences of software failure caused by software bugs become more and more serious. This paper proposes a standard process for data mining based software debugging. The proposed process provides guidelines for software testing engineers and researchers on how to apply data mining techniques...
An important challenge in finding latent errors in software is to find predicates which have the most effect on program failure. Since predicates have mutual effects on each other, it is not a good solution to analyze them in isolation, without considering the simultaneous effects of other predicates on failure. The aim is to detect those predicates which are best bug predictors and meanwhile have...
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