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Artificial neural network for software reliability prediction /

Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, faul...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Bisi, Manjubala (Autor), Goyal, Neeraj Kumar (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : Beverly, MA : John Wiley & Sons ; Scrivener Publishing, 2017.
Colección:Performability engineering series.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Software reliability modelling
  • Prediction of cumulative number of software failures
  • Prediction of time between successive software failures
  • Identification of software fault-prone modules
  • Prediction of software development efforts
  • Recent trends in software reliability.