en
0.25
0.5
0.75
1.25
1.5
1.75
2
Transductive Inference for Class Membership Propagation in Web Ontologies
Published on 2013-07-083577 Views
The increasing availability of structured machine-processable knowledge in the context of the Semantic Web, allows for inductive methods to back and complement purely deductive reasoning in tasks wher
Related categories
Presentation
Transductive Inference for Class-Membership Propagation in Web Ontologies00:00
Motivation00:11
Learning from DL Representations01:10
Generative vs. Discriminative Models - 101:52
Generative vs. Discriminative Models - 202:44
Leveraging unlabelled instances03:58
Inductive vs. Transductive Semi-Supervised Learning05:41
Performing Transductive Semi-Supervised inference06:56
Clustered structures in Web Ontologies - 109:27
Clustered structures in Web Ontologies - 210:18
Propagating knowledge in the AIFB Affiliations Ontology10:31
Propagating membership knowledge among instances - 213:35
Propagating membership knowledge among instances - 116:01
Working around the irrelevant roles issue16:46
Results Method16:54
Conclusions18:13