Network Models: Random Networks, Scale-Free Networks, Barabási-Albert Model, Fuzzy-Granular Social Network, Generating Network Data
Game Theory and Network Traffic Modeling
Information Cascade, Epidemic spread modeling,
Small-World
Community Detection Problem
Link Prediction Problem
Evolving Network and Temporal Network
Python NetworkX
Learning Materials
Textbook
Networks, Crowds, and Markets: Reasoning About a Highly Connected World, by David Easley and Jon Kleinberg, (Cambridge University Press - Sep 2010) - Prepublication draft available online. http://www.cs.cornell.edu/home/kleinber/networks-book/
Network Science, by Albert-Laszlo Barabasi, (Cambridge University Press - August 2016) freely available under the Creative Commons licence. http://www.networksciencebook.com/
Networks, by Mark Newman, (Oxford University Press, 2nd-edition - Sep 2018)
Reference Books
Complex and Adaptive Dynamical Systems, by Claudius Gros, (Springer, 4th Edition - 2015).
The Structure of Complex Networks Theory and Applications, by Ernesto Estrada, (Oxford University Press - Dec 2011).
Exploratory Social Network Analysis with Pajek, by Wouter de Nooy, Andrej Mrvar, and Vladimir Batagelj, (Cambridge University Press, 3rd Edition - July 2018)