Slide Set 041: Structure Detection
The gigantic enterprise of uncovering the shapes of systems.
Reheated slides on toast:
57M
; Last updated: 2021/10/07, 17:43:36
Freeze-dried snack slides:
8.9M
; Last updated: 2021/10/07, 17:43:00
Original slides as served in lectures:
58M
; Last updated: 2021/10/02, 00:15:03
Covered in these episode(s) and clip(s):
Clip 1: Structure detection introduction (5:15)
Clip 2: Aggregation vs division (8:26)
Clip 3: Divide and understand (6:59)
Clip 4: Modularity (7:20)
Clip 5: Optimal partitioning (11:47)
Clip 6: Electronic betweenness (18:26)
Clip 7: Community comparison for different betweenness measures (3:34)
Clip 8: Some example partitions using the betweenness approach (3:56)
Clip 9: Shuffling methods for structure detection (8:16)
Clip 10: Shuffling method: The surprise of rank 3 (6:08)
Clip 11: Some example partitions from a shuffling method (2:09)
Clip 12: Spectral methods (4:26)
Clip 13: Hierarchical random graphs (5:24)
Clip 14: Overlapping communities (10:01)
Clip 15: Overlapping partitions and the types of edges (4:52)