000 | 03659nam a22005415i 4500 | ||
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001 | 978-981-10-8715-8 | ||
003 | DE-He213 | ||
005 | 20210201191438.0 | ||
007 | cr nn 008mamaa | ||
008 | 180606s2018 si | s |||| 0|eng d | ||
020 |
_a9789811087158 _9978-981-10-8715-8 |
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050 | 4 | _aQA76.758 | |
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_a005.1 _223 |
100 | 1 |
_aKumar, Sandeep. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aSoftware Fault Prediction _h[electronic resource] : _bA Road Map / _cby Sandeep Kumar, Santosh Singh Rathore. |
250 | _a1st ed. 2018. | ||
264 | 1 |
_aSingapore : _bSpringer Singapore : _bImprint: Springer, _c2018. |
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300 |
_aXI, 72 p. 8 illus., 1 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aSpringerBriefs in Computer Science, _x2191-5768 |
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500 | _aAcceso multiusuario | ||
505 | 0 | _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. . | |
520 | _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. | ||
541 |
_fUABC ; _cTemporal ; _d01/01/2021-12/31/2023. |
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650 | 0 | _aSoftware engineering. | |
650 | 0 | _aApplication software. | |
650 | 1 | 4 |
_aSoftware Engineering. _0https://scigraph.springernature.com/ontologies/product-market-codes/I14029 |
650 | 2 | 4 |
_aInformation Systems Applications (incl. Internet). _0https://scigraph.springernature.com/ontologies/product-market-codes/I18040 |
700 | 1 |
_aRathore, Santosh Singh. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789811087141 |
776 | 0 | 8 |
_iPrinted edition: _z9789811087165 |
830 | 0 |
_aSpringerBriefs in Computer Science, _x2191-5768 |
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856 | 4 | 0 |
_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-981-10-8715-8 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
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