Machine learning applications in software engineering:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Hackensack, N.J.
World Scientific
c2005
|
| Schriftenreihe: | Series on software engineering and knowledge engineering
v. 16 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references (p. 345-355) and index 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 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 learningalgorithms |
| Beschreibung: | 1 Online-Ressource (x, 355 p.) |
| ISBN: | 9789812569271 9812569278 |
Internformat
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| 500 | |a Includes bibliographical references (p. 345-355) and index | ||
| 500 | |a 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 | ||
| 500 | |a 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 learningalgorithms | ||
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| 700 | 1 | |a Tsai, Jeffrey J. P. |e Sonstige |4 oth | |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:19:09Z |
| institution | BVB |
| isbn | 9789812569271 9812569278 |
| language | English |
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| publishDate | 2005 |
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| publisher | World Scientific |
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| series2 | Series on software engineering and knowledge engineering |
| spelling | Machine learning applications in software engineering Du Zhang [and] Jeffrey J.P. Tsai Hackensack, N.J. World Scientific c2005 1 Online-Ressource (x, 355 p.) txt rdacontent c rdamedia cr rdacarrier Series on software engineering and knowledge engineering v. 16 Includes bibliographical references (p. 345-355) and index 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 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 learningalgorithms COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Computer software / Evaluation fast Computer software / Quality control fast Machine learning fast Software engineering fast Software engineering Computer software Quality control Computer software Evaluation Machine learning Zhang, Du Sonstige oth Tsai, Jeffrey J. P. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=161345 Aggregator Volltext |
| spellingShingle | Machine learning applications in software engineering COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Computer software / Evaluation fast Computer software / Quality control fast Machine learning fast Software engineering fast Software engineering Computer software Quality control Computer software Evaluation Machine learning |
| title | Machine learning applications in software engineering |
| title_auth | Machine learning applications in software engineering |
| title_exact_search | Machine learning applications in software engineering |
| title_full | Machine learning applications in software engineering Du Zhang [and] Jeffrey J.P. Tsai |
| title_fullStr | Machine learning applications in software engineering Du Zhang [and] Jeffrey J.P. Tsai |
| title_full_unstemmed | Machine learning applications in software engineering Du Zhang [and] Jeffrey J.P. Tsai |
| title_short | Machine learning applications in software engineering |
| title_sort | machine learning applications in software engineering |
| topic | COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Computer software / Evaluation fast Computer software / Quality control fast Machine learning fast Software engineering fast Software engineering Computer software Quality control Computer software Evaluation Machine learning |
| topic_facet | COMPUTERS / Programming / Open Source COMPUTERS / Software Development & Engineering / Tools COMPUTERS / Software Development & Engineering / General Computer software / Evaluation Computer software / Quality control Machine learning Software engineering Computer software Quality control Computer software Evaluation |
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