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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Artificial Neural Network Applications for Software Reliability Prediction
• Author: Neeraj Kumar Goyal, Manjubala Bisi
• Language: English
• Binding: Hardback
• Number of pages: 312
• EAN: 9781119223542
• ISBN: 9781119223542
• ID: 10045483
• Publisher: John Wiley & Sons Inc
• Weight: 604 g
• Dimensions: 235 × 151 × 24 mm
• Date of publishing: 01. September 2017

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