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» Statistical relational learning of trust
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ML
2011
ACM
163views Machine Learning» more  ML 2011»
12 years 11 months ago
Statistical relational learning of trust
Achim Rettinger, Matthias Nickles, Volker Tresp
ATAL
2008
Springer
13 years 6 months ago
A statistical relational model for trust learning
We address the learning of trust based on past observations and context information. We argue that from the truster's point of view trust is best expressed as one of several ...
Achim Rettinger, Matthias Nickles, Volker Tresp
ML
2012
ACM
413views Machine Learning» more  ML 2012»
12 years 4 days ago
Gradient-based boosting for statistical relational learning: The relational dependency network case
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
Sriraam Natarajan, Tushar Khot, Kristian Kersting,...
ICPADS
2007
IEEE
13 years 11 months ago
Statistical trust establishment in wireless sensor networks
Abstract— We present a new distributed approach that establishes reputation-based trust among sensor nodes in order to identify malfunctioning and malicious sensor nodes and mini...
Matthew J. Probst, Sneha Kumar Kasera