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Chakrabarty, Krishnendu

Knowledge-Driven Board-Level Functional Fault Diagnosis

Chakrabarty, Krishnendu - Knowledge-Driven Board-Level Functional Fault Diagnosis, ebook

118,40€

Ebook, PDF with Adobe DRM
ISBN: 9783319402109
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Table of contents

1. Introduction
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

2. Diagnosis Using Support Vector Machines (SVM)
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

3. Diagnosis Using Multiple Classifiers and Majority-Weighted Voting (WMV)
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

4. Adaptive Diagnosis Using Decision Trees (DT)
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

5. Information-Theoretic Syndrome andRoot-Cause Evaluation
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

6. Handling Missing Syndromes
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

7. Knowledge Discovery and Knowledge Transfer
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

8. Conclusions
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty, Xinli Gu

Keywords: Engineering, Circuits and Systems, Data Mining and Knowledge Discovery, Electronics and Microelectronics, Instrumentation

Author(s)
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319402109
Printed ISBN
978-3-319-40209-3

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