|
@ -21,7 +21,7 @@ Starting with the Fall 2019 offering of CS 224W, the course covers three broad t |
|
|
2. [Spectral Clustering](network-methods/spectral-clustering): Graph partitions and cuts, the Laplacian, and motif clustering |
|
|
2. [Spectral Clustering](network-methods/spectral-clustering): Graph partitions and cuts, the Laplacian, and motif clustering |
|
|
3. [Influence Maximization](network-methods/influence-maximization): Influential sets, submodularity, hill climbing |
|
|
3. [Influence Maximization](network-methods/influence-maximization): Influential sets, submodularity, hill climbing |
|
|
4. [Outbreak Detection](network-methods/outbreak-detection): CELF, lazy hill climbing |
|
|
4. [Outbreak Detection](network-methods/outbreak-detection): CELF, lazy hill climbing |
|
|
5. [Link Analysis](): PageRank and SimRank |
|
|
|
|
|
|
|
|
5. [Link Analysis](network-methods/pagerank): PageRank and SimRank |
|
|
6. [Network Effects and Cascading Behavior](network-methods/network-effects-and-cascading-behavior): Decision-based diffusion, probabilistic contagion, SEIZ |
|
|
6. [Network Effects and Cascading Behavior](network-methods/network-effects-and-cascading-behavior): Decision-based diffusion, probabilistic contagion, SEIZ |
|
|
7. [Network Robustness](): Power laws, preferential attachment |
|
|
7. [Network Robustness](): Power laws, preferential attachment |
|
|
8. [Network Evolution](): Densification, forest fire, temporal networks with PageRank |
|
|
8. [Network Evolution](): Densification, forest fire, temporal networks with PageRank |
|
|