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Influence of the network topology on epidemic spreading
Published on Jul 19, 20133104 Views
The influence of the network’s structure on the dynamics of spreading processes has been extensively studied in the last decade. Important results that partially answer this question show a weak conne
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Chapter list
Influence of the network topology on epidemic spreading00:00
Networks - 100:08
Networks - 200:51
Networks - 301:45
Networks - 402:14
Networks - 502:34
Social networks and viral marketing04:12
Epidemic models05:10
SIS model - 106:02
SIS model - 411:09
SIS model - 311:54
SIR model12:14
SIS model - 213:32
Spreading processes on networks13:51
Epidemic models in social networks - 114:32
Epidemic models in social networks - 215:15
Thresholds in epidemic models16:45
Deterministic model17:53
Central questions21:40
Local versus global properties - 124:20
Local versus global properties - 225:09
Local versus global properties - 325:21
p-hop subgraph - 125:57
p-hop subgraph - 226:42
Upper and lower bounds - 126:56
Upper and lower bounds - 228:13
Example: real-world e-mail network - 128:51
Example: real-world e-mail network - 229:39
Reactive process - 130:11
Reactive process - 230:43
Contact process - 130:58
Contact process - 231:07
Average size of p-hop neighborhood31:25
Reactive process - 132:30
Reactive process - 233:04
Contact process - 134:35
Contact process - 235:07
Summary35:20
References37:19
Thanks38:16