Machine Learning Applications in Software Engineering
Machine learning deals with the issue of how to build computerprograms that improve their performance at some tasks throughexperience. Machine learning algorithms have proven to be of greatpractical value in a variety of application domains. Not surprisingly, the field of software engineering turns out to be a fertile groundwhere many software development and maintenance tasks could beformulated as learning problems and approached in terms of learningalgorithms0098-5589/01/S10.00 C 2001 IEEE Fig. 1. Illustration ... able problem for many types of adequacy criteria. Insofar as ... 1999; accepted 24 Oct. 2000. ... Nevertheless, it seems unlikely that a random approach could also perform well on realistic test-generation problems, which often require an intensive manual effort. Indeedanbsp;...
| Title | : | Machine Learning Applications in Software Engineering |
| Author | : | Du Zhang, Jeffrey J. P. Tsai |
| Publisher | : | World Scientific - 2005-01-01 |
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