1 Introduction

2 Preliminaries

3 Undirected and Directed Weighted Networks

4 Signed Weighted Networks

5 Mesoscale Structured Weighted Networks

6 Multi-layered Weighted Networks

7 Application Specific Weighted Models

8 Other Miscellaneous Models

9 Conclusion