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...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hackensack, N.J. :
World Scientific,
©2005.
|
| Schriftenreihe: | Series on software engineering and knowledge engineering ;
v. 16. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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 resource (x, 355 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 345-355) and index. |
| ISBN: | 9812569278 9789812569271 9789812560940 9812560947 |
Internformat
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| 245 | 0 | 0 | |a Machine learning applications in software engineering / |c Du Zhang [and] Jeffrey J.P. Tsai. |
| 260 | |a Hackensack, N.J. : |b World Scientific, |c ©2005. | ||
| 300 | |a 1 online resource (x, 355 pages) : |b illustrations | ||
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| 490 | 1 | |a Series on software engineering and knowledge engineering ; |v v. 16 | |
| 504 | |a Includes bibliographical references (pages 345-355) and index. | ||
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| 505 | 0 | |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. | |
| 520 | |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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| 650 | 0 | |a Computer software |x Evaluation. | |
| 650 | 0 | |a Machine learning. |0 http://id.loc.gov/authorities/subjects/sh85079324 | |
| 650 | 6 | |a Génie logiciel. | |
| 650 | 6 | |a Logiciels |x Qualité |x Contrôle. | |
| 650 | 6 | |a Logiciels |x Évaluation. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 7 | |a COMPUTERS |x Programming |x Open Source. |2 bisacsh | |
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| 700 | 1 | |a Zhang, Du. | |
| 700 | 1 | |a Tsai, Jeffrey J. P. | |
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| 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. |
| ctrlnum | (OCoLC)70259363 |
| dewey-full | 005.1 |
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| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.1 |
| dewey-search | 005.1 |
| dewey-sort | 15.1 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocm70259363 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:15:53Z |
| institution | BVB |
| isbn | 9812569278 9789812569271 9789812560940 9812560947 |
| language | English |
| lccn | 2007296330 |
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| physical | 1 online resource (x, 355 pages) : illustrations |
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| publisher | World Scientific, |
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| series | Series on software engineering and knowledge engineering ; |
| 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, ©2005. 1 online resource (x, 355 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file rda Series on software engineering and knowledge engineering ; v. 16 Includes bibliographical references (pages 345-355) and index. Print version record. 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. Software engineering. http://id.loc.gov/authorities/subjects/sh87007398 Computer software Quality control. http://id.loc.gov/authorities/subjects/sh97003403 Computer software Evaluation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Génie logiciel. Logiciels Qualité Contrôle. Logiciels Évaluation. Apprentissage automatique. 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 Zhang, Du. Tsai, Jeffrey J. P. Print version: Machine learning applications in software engineering. Hackensack, N.J. : World Scientific, ©2005 9812560947 (OCoLC)60338320 Series on software engineering and knowledge engineering ; v. 16. http://id.loc.gov/authorities/names/no94016832 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=161345 Volltext |
| spellingShingle | Machine learning applications in software engineering / Series on software engineering and knowledge engineering ; 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. Software engineering. http://id.loc.gov/authorities/subjects/sh87007398 Computer software Quality control. http://id.loc.gov/authorities/subjects/sh97003403 Computer software Evaluation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Génie logiciel. Logiciels Qualité Contrôle. Logiciels Évaluation. Apprentissage automatique. 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 |
| subject_GND | http://id.loc.gov/authorities/subjects/sh87007398 http://id.loc.gov/authorities/subjects/sh97003403 http://id.loc.gov/authorities/subjects/sh85079324 |
| 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 | Software engineering. http://id.loc.gov/authorities/subjects/sh87007398 Computer software Quality control. http://id.loc.gov/authorities/subjects/sh97003403 Computer software Evaluation. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Génie logiciel. Logiciels Qualité Contrôle. Logiciels Évaluation. Apprentissage automatique. 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 |
| topic_facet | Software engineering. Computer software Quality control. Computer software Evaluation. Machine learning. Génie logiciel. Logiciels Qualité Contrôle. Logiciels Évaluation. Apprentissage automatique. 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 |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=161345 |
| work_keys_str_mv | AT zhangdu machinelearningapplicationsinsoftwareengineering AT tsaijeffreyjp machinelearningapplicationsinsoftwareengineering |