Machine Learning Applications in Software Engineering

Machine Learning Applications in Software Engineering

4.11 - 1251 ratings - Source

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

You must register with us as either a Registered User before you can Download this Book. You'll be greeted by a simple sign-up page.

Once you have finished the sign-up process, you will be redirected to your download Book page.

How it works:
  • 1. Register a free 1 month Trial Account.
  • 2. Download as many books as you like (Personal use)
  • 3. Cancel the membership at any time if not satisfied.

Click button below to register and download Ebook
Privacy Policy | Contact | DMCA