Computational Intelligence Techniques and Their Applications to Software Engineering Problems Contributor(s): Bansal, Ankita (Editor), Jain, Abha (Editor), Jain, Sarika (Editor) |
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ISBN: 0367529742 ISBN-13: 9780367529741 Publisher: CRC Press OUR PRICE: $161.50 Product Type: Hardcover - Other Formats Published: September 2020 |
Additional Information |
BISAC Categories: - Computers | Software Development & Engineering - Systems Analysis & Design - Computers | Machine Theory - Technology & Engineering | Electrical |
Dewey: 006.3 |
LCCN: 2020019665 |
Physical Information: 0.63" H x 6.14" W x 9.21" (1.22 lbs) 251 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Computational Intelligence Techniques and Their Applications to Software Engineering Problems 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 much more. The concepts of expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets are introduced with their applications in software engineering. The field of knowledge discovery is explored using neural networks and data mining techniques by determining the underlying and hidden patterns in software data sets. Aimed at graduate students and researchers in computer science engineering, software engineering, information technology, this book:
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