MCL763
| MCL763 | |
|---|---|
| Network Models for public Systems | |
| Credits | 3 |
| Structure | 3-0-0 |
| Pre-requisites | |
| Overlaps | |
MCL763 : Network Models for public Systems
[edit]Introduction to complex networked public systems. Centrality measures. Metrics for network evaluation. Power-law distribution of node degrees. Structure of real-world networks. Network construction. Erdos-Renyi & Watts-Strogatz random graph model. Configuration model. Generating function-based network methods. Exponential random graph models. Preferential attachment network formation model. Barabasi-Albert model. Structural optimization of networks. Percolation and network resilience. Network-based supervised learning. Community detection methods. Unsupervised network representation learning. Network-based semi-supervised learning. Network spatial analysis. Networked markets.