Knowledge-Driven Board-Level Functional Fault Diagnosis

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

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