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Software Fault Prediction

A Road Map

  • Sandeep Kumar
  • Santosh Singh Rathore

Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Sandeep Kumar, Santosh Singh Rathore
    Pages 1-6
  3. Sandeep Kumar, Santosh Singh Rathore
    Pages 7-22
  4. Sandeep Kumar, Santosh Singh Rathore
    Pages 23-30
  5. Sandeep Kumar, Santosh Singh Rathore
    Pages 31-38
  6. Sandeep Kumar, Santosh Singh Rathore
    Pages 39-57
  7. Sandeep Kumar, Santosh Singh Rathore
    Pages 59-66
  8. Sandeep Kumar, Santosh Singh Rathore
    Pages 67-68
  9. Back Matter
    Pages 69-72

About this book

Introduction

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.

Keywords

Software Engineering Software Fault Prediction Quality Assurance Testing Soft Computing and Machine Learning Earning Models

Authors and affiliations

  • Sandeep Kumar
    • 1
  • Santosh Singh Rathore
    • 2
  1. 1.Department of Computer Science and EngineeringIndian Institute of Technology RoorkeeRoorkeeIndia
  2. 2.Department of Computer Science and EngineeringNational Institute of Technology JalandharJalandharIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-8715-8
  • Copyright Information The Author(s) 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-10-8714-1
  • Online ISBN 978-981-10-8715-8
  • Series Print ISSN 2191-5768
  • Series Online ISSN 2191-5776
  • Buy this book on publisher's site
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