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87
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FATES
2003
Springer
15 years 7 months ago
Property Oriented Test Case Generation
Abstract. In this paper we propose an approach to automatically produce test cases allowing to check the satis ability of a linear property on a given implementation. Linear proper...
Jean-Claude Fernandez, Laurent Mounier, Cyril Pach...
112
Voted
SEMWEB
2009
Springer
15 years 9 months ago
Learning to Map Ontologies with Neural Network
In this paper the authors applied the idea of training multiple tasks simultaneously on a partially shared feed forward network to domain of ontology mapping. A “cross trainingâ€...
Yefei Peng, Paul W. Munro, Ming Mao
109
Voted
COLT
2004
Springer
15 years 8 months ago
Regularization and Semi-supervised Learning on Large Graphs
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...
Mikhail Belkin, Irina Matveeva, Partha Niyogi
107
Voted
ICAI
2009
15 years 11 days ago
Learning Mappings with Neural Network
The authors extended the idea of training multiple tasks simultaneously on a partially shared feed forward network. A shared input subvector was added to represented common inputs...
Yefei Peng, Paul W. Munro
174
Voted
CVPR
2011
IEEE
14 years 10 months ago
Learning and Matching Multiscale Template Descriptors for Real-Time Detection, Localization and Tracking
We describe a system to learn an object template from a video stream, and localize and track the corresponding object in live video. The template is decomposed into a number of lo...
Taehee Lee, Stefano Soatto