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Learning Probabilistic Stochastic Models from Probabilistic Examples
Published on Jun 23, 20076618 Views
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Chapter list
Learning probabilistic logic models from probabilistic examples00:00
Introduction01:41
Background and motivation04:03
Abductive SLPs05:38
Learning metabolic network inhibition09:19
Metabolic network inhibition learned by Abductive ILP11:32
Extracting Probabilistic Examples from scientific data14:00
Experiments learning metabolic network inhibition16:25
Experiment results17:06
Metabolic network inchibition learned by Abductive SLPs18:31
Abductive SLP models19:39
Discussion and conclusions20:33