TY  - BOOK
AU  - Kumar,Sandeep
AU  - Rathore,Santosh Singh
ED  - SpringerLink (Online service)
TI  - Software Fault Prediction: A Road Map 
T2  - SpringerBriefs in Computer Science,
SN  - 9789811087158
AV  - QA76.758 
U1  - 005.1 23
PY  - 2018///
CY  - Singapore
PB  - Springer Singapore, Imprint: Springer
KW  - Software engineering
KW  - Application software
KW  - Software Engineering
KW  - Information Systems Applications (incl. Internet)
N1  - Acceso multiusuario; Chapter 1. Introduction -- Chapter 2. Software Fault Prediction Process -- Chapter 3. Types of Software Fault Prediction -- Chapter 4. Software Fault Dataset -- Chapter 5. Evaluation of Techniques for Binary Class Prediction -- Chapter 6. Number of Fault Prediction -- Chapter 7. Conclusions.
N2  - 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
UR  - http://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-981-10-8715-8
ER  -