Fusion Learning: A Textbook

(To Come in 2020)

Jiawei Zhang

Highlights

• background knowledge about fusion learning
• comprehensive introduction to fusion learning tasks
• start-of-art applications of fusion learning in various domains

Table of Contents

Part I: Background Introduction
• Chapter 1. Fusion Learning Introduction
Part II: Learning Tasks
• Chapter 2. Broad Learning
• Chapter 3. Deep Learning
• Chapter 4. Ensemble Learning
• Chapter 5. Multi-Task Learning
• Chapter 6. Multi-View Learning
• Chapter 7. Tensor Learning
Part III: Advanced Topics
• Chapter 8. Fusion Learning for Web Mining
• Chapter 9. Fusion Learning for Social Network Mining
• Chapter 10. Fusion Learning for Bioinformatics
• Chapter 11. Fusion Learning for Natural Language Processing
• Chapter 12. Fusion Learning for Computer Vision
• Chapter 13. Fusion Learning for Computer Security