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Manjubala Bisi - Artificial Neural Network Applications for Software Reliability Prediction - 9781119223542 - V9781119223542
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Artificial Neural Network Applications for Software Reliability Prediction

€ 216.09
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Description for Artificial Neural Network Applications for Software Reliability Prediction Hardcover. Series: Performability Engineering Series. Num Pages: 250 pages. BIC Classification: TJ; UMZ; UYQN. Category: (P) Professional & Vocational. Weight in Grams: 666.

This book provides a starting point for software professionals to apply artificial neural networks for software reliability prediction without having analyst capability and expertise in various ANN architectures and their optimization.

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 ... Read more

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Product Details

Format
Hardback
Publication date
2017
Publisher
John Wiley & Sons Inc United States
Number of pages
250
Condition
New
Series
Performability Engineering Series
Number of Pages
312
Place of Publication
, United States
ISBN
9781119223542
SKU
V9781119223542
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50

About Manjubala Bisi
Manjubala Bisi is currently an Assistant Professor in the Computer Science and Engineering Department, Kakatiya Institute of Technology and Science, Warangal, Telengana, India. She received her PhD from the Indian Institute of Technology Kharagpur in Reliability Engineering in 2015. Her research interests include software reliability modelling, artificial neural networks and soft computing techniques. Neeraj Kumar Goyal is currently ... Read more

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