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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...
| Call Number: | Libro Electrónico |
|---|---|
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Hackensack, N.J. :
World Scientific,
©2005.
|
| Series: | Series on software engineering and knowledge engineering ;
v. 16. |
| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- ACKNOWLEDGMENT; TABLE OF CONTENTS; Chapter 1 Introduction to Machine Learning and Software Engineering; Chapter 2 ML Applications in Prediction and Estimation; Chapter 3 ML Applications in Property and Model Discovery; Chapter 4 ML Applications in Transformation; Chapter 5 ML Applications in Generation and Synthesis; Chapter 6 ML Applications in Reuse; Chapter 7 ML Applications in Requirement Acquisition; Chapter 8 ML Applications in Management of Development Knowledge; Chapter 9 Guidelines and Conclusion; References.