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010   $a981-10-8715-6
024 7 $a10.1007/978-981-10-8715-8
035   $a(CKB)4100000004831975
035   $a(DE-He213)978-981-10-8715-8
035   $a(MiAaPQ)EBC5419683
035   $a(PPN)229495591
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100   $a20180606d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aSoftware Fault Prediction $eA Road Map /$fby Sandeep Kumar, Santosh Singh Rathore
205   $a1st ed. 2018.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2018.
215   $a1 online resource (XI, 72 p. 8 illus., 1 illus. in color.) 
225 1 $aSpringerBriefs in Computer Science,$x2191-5768
311   $a981-10-8714-8 
327   $aChapter 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. .
330   $aThis book focuses on exploring the use of software fault prediction in building reliable and robust software systems. It is divided into the following chapters: Chapter 1 presents an introduction to the study and also introduces basic concepts of software fault prediction. Chapter 2 explains the generalized architecture of the software fault prediction process and discusses its various components. In turn, Chapter 3 provides detailed information on types of fault prediction models and discusses the latest literature on each model. Chapter 4 describes the software fault datasets and diverse issues concerning fault datasets when building fault prediction models. Chapter 5 presents a study evaluating different techniques on the basis of their performance for software fault prediction. Chapter 6 presents another study evaluating techniques for predicting the number of faults in the software modules. In closing, Chapter 7 provides a summary of the topics discussed. The book will be of immense benefit to all readers who are interested in starting research in this area. In addition, it offers experienced researchers a valuable overview of the latest work in this area.
410  0$aSpringerBriefs in Computer Science,$x2191-5768
606   $aSoftware engineering
606   $aApplication software
606   $aSoftware Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/I14029
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
615  0$aSoftware engineering.
615  0$aApplication software.
615 14$aSoftware Engineering.
615 24$aInformation Systems Applications (incl. Internet).
676   $a005.1
700   $aKumar$b Sandeep$4aut$4http://id.loc.gov/vocabulary/relators/aut$0860947
702   $aRathore$b Santosh Singh$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910299316603321
996   $aSoftware Fault Prediction$92253241
997   $aUNINA