Software Fault Prediction: A Road Map 2018 Edition Contributor(s): Kumar, Sandeep (Author), Rathore, Santosh Singh (Author) |
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ISBN: 9811087148 ISBN-13: 9789811087141 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback - Other Formats Published: June 2018 |
Additional Information |
BISAC Categories: - Computers | Software Development & Engineering - General - Computers | Information Technology - Computers | Programming - General |
Dewey: 005.1 |
Series: Springerbriefs in Computer Science |
Physical Information: 72 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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: Chapter 1 presents an introduction to the study and also introduces basic concepts of software fault prediction. Chapter 2 explains the generalized architecture of the software fault prediction process and discusses its various components. In turn, Chapter 3 provides detailed information on types of fault prediction models and discusses the latest literature on each model. Chapter 4 describes the software fault datasets and diverse issues concerning fault datasets when building fault prediction models. Chapter 5 presents a study evaluating different techniques on the basis of their performance for software fault prediction. Chapter 6 presents another study evaluating techniques for predicting the number of faults in the software modules. In closing, Chapter 7 provides a summary of the topics discussed. The book will be of immense benefit to all readers who are interested in starting research in this area. In addition, it offers experienced researchers a valuable overview of the latest work in this area. |