Software Fault Prediction : A Road Map / / by Sandeep Kumar, Santosh Singh Rathore
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| Autore: |
Kumar Sandeep
|
| Titolo: |
Software Fault Prediction : A Road Map / / by Sandeep Kumar, Santosh Singh Rathore
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (XI, 72 p. 8 illus., 1 illus. in color.) |
| Disciplina: | 005.1 |
| Soggetto topico: | Software engineering |
| Application software | |
| Software Engineering | |
| Information Systems Applications (incl. Internet) | |
| Persona (resp. second.): | RathoreSantosh Singh |
| Nota di contenuto: | 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. . |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Software Fault Prediction |
| ISBN: | 981-10-8715-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910299316603321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Computer Science, . 2191-5768