03150nam 22004935 450 991035022960332120200701050846.0981-13-7131-810.1007/978-981-13-7131-8(CKB)4100000008525910(DE-He213)978-981-13-7131-8(MiAaPQ)EBC5746529(PPN)235669431(EXLCZ)99410000000852591020190403d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierFault Prediction Modeling for the Prediction of Number of Software Faults /by Santosh Singh Rathore, Sandeep Kumar1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (XIII, 78 p. 8 illus., 1 illus. in color.) SpringerBriefs in Computer Science,2191-5768981-13-7130-X Introduction -- Techniques used for the Prediction of Number of Faults -- Homogeneous Ensemble Methods for the Prediction of Number of Faults -- Linear Rule based Ensemble Methods for the prediction of Number of Faults -- Non-Linear Rule based Ensemble Methods for the prediction of Number of Faults -- Conclusions.This book addresses software faults—a critical issue that not only reduces the quality of software, but also increases their development costs. Various models for predicting the fault-proneness of software systems have been proposed; however, most of them provide inadequate information, limiting their effectiveness. This book focuses on the prediction of number of faults in software modules, and provides readers with essential insights into the generalized architecture, different techniques, and state-of-the art literature. In addition, it covers various software fault datasets and issues that crop up when predicting number of faults. A must-read for readers seeking a “one-stop” source of information on software fault prediction and recent research trends, the book will especially benefit those interested in pursuing research in this area. At the same time, it will provide experienced researchers with a valuable summary of the latest developments. .SpringerBriefs in Computer Science,2191-5768Software engineeringComputer industrySoftware Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/I14029The Computer Industryhttps://scigraph.springernature.com/ontologies/product-market-codes/I24016Software engineering.Computer industry.Software Engineering.The Computer Industry.005.1Rathore Santosh Singhauthttp://id.loc.gov/vocabulary/relators/aut1061957Kumar Sandeepauthttp://id.loc.gov/vocabulary/relators/autBOOK9910350229603321Fault Prediction Modeling for the Prediction of Number of Software Faults2521583UNINA