Accuracy and robustness of learning and inference in Bayesian networks

Thesis

Cover

Titlepage

Contents

1 Introduction

2 Overview of Bayesian Networks

3 Accuracy and Belief Propagation

4 Parameter Learning

5 Fault Analysis

6 Discussion and Future Research

Bibliography

Summary

Samenvatting

Publications

Acknowledgments