Computational intelligence techniques and their applications to software engineering problems /
"This book focuses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability predi...
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| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2021.
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| Edition: | First edition. |
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | "This book focuses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection and prioritization, and so forth. The concepts of expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, rough sets are introduced with their application in software engineering. The field of knowledge discovery is explored using neural networks and data mining techniques by discovering the underlying and hidden patterns in software data sets"-- |
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| Physical Description: | 1 online resource (xiii, 251 pages) : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781003079996 1003079997 9781000191936 1000191931 9781000191943 100019194X 9781000191929 1000191923 |