03315nam 22004935 450 991029931660332120200703003418.0981-10-8715-610.1007/978-981-10-8715-8(CKB)4100000004831975(DE-He213)978-981-10-8715-8(MiAaPQ)EBC5419683(PPN)229495591(EXLCZ)99410000000483197520180606d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierSoftware Fault Prediction A Road Map /by Sandeep Kumar, Santosh Singh Rathore1st ed. 2018.Singapore :Springer Singapore :Imprint: Springer,2018.1 online resource (XI, 72 p. 8 illus., 1 illus. in color.) SpringerBriefs in Computer Science,2191-5768981-10-8714-8 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. .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.SpringerBriefs in Computer Science,2191-5768Software engineeringApplication softwareSoftware Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/I14029Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Software engineering.Application software.Software Engineering.Information Systems Applications (incl. Internet).005.1Kumar Sandeepauthttp://id.loc.gov/vocabulary/relators/aut860947Rathore Santosh Singhauthttp://id.loc.gov/vocabulary/relators/autBOOK9910299316603321Software Fault Prediction2253241UNINA