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Bisi, Manjubala

Artificial Neural Network Applications for Software Reliability Prediction

Bisi, Manjubala - Artificial Neural Network Applications for Software Reliability Prediction, ebook

232,15€

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ISBN: 9781119223962
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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, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process is presented as well. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.

Keywords: Networking, Quality & Reliability, Networking, Quality & Reliability

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2017
Language
en
Edition
1
Series
Performability Engineering Series
Page amount
312 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781119223962
Printed ISBN
9781119223542

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