Enhancing Software Fault Prediction With Machine Learning: Emerging Research and Opportunities

Enhancing Software Fault Prediction With Machine Learning: Emerging Research and Opportunities
Author: Rashid, Ekbal
Publisher: IGI Global
Total Pages: 143
Release: 2017-09-13
Genre: Computers
ISBN: 1522531866

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Software development and design is an intricate and complex process that requires a multitude of steps to ultimately create a quality product. One crucial aspect of this process is minimizing potential errors through software fault prediction. Enhancing Software Fault Prediction With Machine Learning: Emerging Research and Opportunities is an innovative source of material on the latest advances and strategies for software quality prediction. Including a range of pivotal topics such as case-based reasoning, rate of improvement, and expert systems, this book is an ideal reference source for engineers, researchers, academics, students, professionals, and practitioners interested in novel developments in software design and analysis.


Enhancing Software Fault Prediction With Machine Learning: Emerging Research and Opportunities
Language: en
Pages: 143
Authors: Rashid, Ekbal
Categories: Computers
Type: BOOK - Published: 2017-09-13 - Publisher: IGI Global

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Software development and design is an intricate and complex process that requires a multitude of steps to ultimately create a quality product. One crucial aspec
Intelligent Software Defect Prediction
Language: en
Pages: 210
Authors: Xiao-Yuan Jing
Categories: Technology & Engineering
Type: BOOK - Published: 2024-01-17 - Publisher: Springer Nature

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With the increasing complexity of and dependency on software, software products may suffer from low quality, high prices, be hard to maintain, etc. Software def
Advances in System Dynamics and Control
Language: en
Pages: 706
Authors: Azar, Ahmad Taher
Categories: Computers
Type: BOOK - Published: 2018-02-09 - Publisher: IGI Global

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Complex systems are pervasive in many areas of science. With the increasing requirement for high levels of system performance, complex systems has become an imp
Handbook of Research on Pattern Engineering System Development for Big Data Analytics
Language: en
Pages: 425
Authors: Tiwari, Vivek
Categories: Computers
Type: BOOK - Published: 2018-04-20 - Publisher: IGI Global

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Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop ne
Software Fault Prediction
Language: en
Pages: 81
Authors: Sandeep Kumar
Categories: Computers
Type: BOOK - Published: 2018-06-06 - Publisher: Springer

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This book focuses on exploring the use of software fault prediction in building reliable and robust software systems. It is divided into the following chapters: