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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Bibliographic Details
Main Authors:	Bisi, Manjubala (Author), Goyal, Neeraj Kumar (Author)
Format:	eBook
Language:	English
Published:	Hoboken, NJ : Beverly, MA : John Wiley & Sons ; Scrivener Publishing, 2017.
Series:	Performability engineering series.
Subjects:	Neural networks (Computer science) Computer software > Reliability. Neural Networks, Computer Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

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.