Software Fault Prediction A Road Map


Software Fault Prediction A Road Map
Authors: Sandeep KumarSantosh Singh Rathore
Year: 2018
Publisher: Springer
Language: English
ISBN 13: 9789811087158
ISBN 10: 9811087156
Categories: Computers, Security
Pages: 320 / 319

Availability: 5000 in stock

SKU: 9789811087158 Category:

Software Fault Prediction A Road Map Sandeep KumarSantosh Singh Rathore
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. Categories:
Computers – Security
SpringerBriefs in Computer Science
72 / 81
ISBN 10:
ISBN 13:
49 MB


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Software Fault Prediction A Road Map

Availability: 5000 in stock