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Recovering Temporally Rewiring Networks: A model-based approach
Published on Jun 23, 20075368 Views
A plausible representation of relational information among entities in dynamic systems such as a living cell or a social community is a stochastic network which is topologically rewiring and semantica
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Chapter list
Recovering Temporally Rewiring Networks: A model-based approach00:00
Social Networks00:15
Biological Networks00:40
When interactions are hidden ...01:16
And changing over time02:28
Overview03:01
Rewiring Networks of Genes03:30
A Grafical Model Counterpart04:06
Technical Challenges04:30
Energy Based Conditional Probabilities05:15
Transition Model06:50
Emission Model in General08:38
Design of Features for Gene Expression09:38
Grafical Structure Revisit11:09
Inference12:50
Parameter Estimation14:05
Results from Simulation14:59
Varying Parameter Values16:15
Varying the Amount of Data17:05
Capturing Edge Switching17:40
Results on Drosophila Data18:28
Summary19:31