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Taylor, Brian J.

Methods and Procedures for the Verification and Validation of Artificial Neural Networks

Taylor, Brian J. - Methods and Procedures for the Verification and Validation of Artificial Neural Networks, ebook

142,60€

Ebook, PDF with Adobe DRM
ISBN: 9780387294858
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Table of contents

1. Background of the Verification and Validation of Neural Networks
Spiro T. Skias

2. Augmentation of Current Verification and Validation Practices
Kareem Ammar, Laura Pullum, Brian J. Taylor

3. Risk and Hazard Analysis for Neural Network Systems
Laura Pullum, Brian J. Taylor

4. Validation of Neural Networks Via Taxonomic Evaluation
Brian J. Taylor, James T. Smith

5. Stability Properties of Neural Networks
Edgar J. Fuller, Sampath K. Yerramalla, Bojan Cukic

6. Neural Network Verification
James T. Smith

7. Neural Network Visualization Techniques
Marjorie Darrah

8. Rule Extraction as a Formal Method
Marjorie Darrah, Brian J. Taylor

9. Automated Test Generation for Testing Neural Network Systems
Brian J. Taylor

10. Run-Time Assessment of Neural Network Control Systems
Bojan Cukic, Edgar Fuller, Martin Mladenovski, Sampath Yerramalla

Keywords: Computer Science, Computer Communication Networks, Artificial Intelligence (incl. Robotics), User Interfaces and Human Computer Interaction, Computer Systems Organization and Communication Networks, Computer Imaging, Vision, Pattern Recognition and Graphics, Pattern Recognition

Author(s)
Publisher
Springer
Publication year
2006
Language
en
Edition
1
Page amount
288 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9780387294858

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