书目名称 | Software Fault Prediction |
副标题 | A Road Map |
编辑 | Sandeep Kumar,Santosh Singh Rathore |
视频video | http://file.papertrans.cn/871/870911/870911.mp4 |
概述 | Includes coverage of binary class as well as number of fault prediction.Features a wealth of figures and tables to better illustrate the content.Presents an empirical study on learning models |
丛书名称 | SpringerBriefs in Computer Science |
图书封面 |  |
描述 | .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 beof 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.. |
出版日期 | Book 2018 |
关键词 | Software Engineering; Software Fault Prediction; Quality Assurance; Testing; Soft Computing and Machine |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-10-8715-8 |
isbn_softcover | 978-981-10-8714-1 |
isbn_ebook | 978-981-10-8715-8Series ISSN 2191-5768 Series E-ISSN 2191-5776 |
issn_series | 2191-5768 |
copyright | The Author(s) 2018 |