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Artificial Neural Network Applications for Softwar

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Book Title
Artificial Neural Network Applications for Softwar
ISBN
9781119223542
Publication Name
Artificial Neural Network Applications for Software Reliability Prediction
Publisher
John Wiley & Sons INC International Concepts
Subject
Computer Science
Publication Year
2017
Series
Performability Engineering Series
Type
Textbook
Format
Hardcover
Language
English
Item Height
235 mm
Author
Manjubala Bisi, Neeraj Kumar Goyal
Item Weight
604 g
Item Width
151 mm
Number of Pages
312 Pages

關於產品

Product Information

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 early phases of software development process are presented. 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.

Product Identifiers

Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9781119223542
eBay Product ID (ePID)
222951612

Product Key Features

Number of Pages
312 Pages
Language
English
Publication Name
Artificial Neural Network Applications for Software Reliability Prediction
Publication Year
2017
Subject
Computer Science
Type
Textbook
Author
Manjubala Bisi, Neeraj Kumar Goyal
Series
Performability Engineering Series
Format
Hardcover

Dimensions

Item Height
235 mm
Item Weight
604 g
Item Width
151 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Manjubala Bisi, Neeraj Kumar Goyal

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商業賣家資料

增值稅識別編號:
  • AT 685613994
  • GB 203170464
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