Complex and Social Networks (CSN)

15-Sep: Introduction to networks [slides]
22-Sep: Degree distribution analysis [slides]
29-Sep: Introduction to network metrics [slides]
06-Oct: Significance of network metrics [slides]
13-Oct: Spatial networks (see notice at Racó for the materials of this session)
20-Oct: Centrality in networks [slides]
27-Oct: Community detection [slides]
Extra material for this lecture:
A. Arratia and M. Renedo-Mirambell (2021). Clustering assessment in weighted networks. PeerJ Computer Science.
clustAnalytics: An R Package for Assessing Stability and Significance of Communities in Networks. Martí Renedo-Mirambell and Argimiro Arratia (2022)
R package: clustAnalytics: Cluster Evaluation on Graphs
10-Nov: Introduction to network dynamics [slides]
17-Nov: Network dynamics: some more advanced models [slides]
24-Nov: Sampling in networks [slides]
This lecture is mostly based in the following three papers, which you are encouraged to read:
[Leskovec, J. and Faloutsos, C. (2006).]
[Clauset and Moore (2005).]
[Maiya and Berger-Wolf (2011).]