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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
- 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
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
賣家提供的物品說明
商業賣家資料
增值稅識別編號:
- AT 685613994
- GB 203170464
賣家信用評價 (281,811)
- l***1 (1719)- 買家留下的信用評價。過去 1 個月購買已獲認證Beautiful book, very well packaged thank you.
- 1***1 (2622)- 買家留下的信用評價。過去 1 個月購買已獲認證Pleasure doing business.
- t***1 (124)- 買家留下的信用評價。過去 1 個月購買已獲認證Great present, really clear instructions