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116
Voted
PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
15 years 7 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
FDG
2009
ACM
15 years 7 months ago
Very fast action selection for parameterized behaviors
In this paper, I will discuss a set of techniques for supporting limited variable binding in behavior-based systems. This adds additional useful expressivity while preserving the ...
Ian Horswill
82
Voted
SIGGRAPH
2010
ACM
15 years 5 months ago
Illustrating how mechanical assemblies work
How things work visualizations use a variety of visual techniques to depict the operation of complex mechanical assemblies. We present an automated approach for generating such vi...
Niloy J. Mitra, Yong-Liang Yang, Dong-Ming Yan, Wi...
AMDO
2008
Springer
15 years 2 months ago
Predicting Missing Markers to Drive Real-Time Centre of Rotation Estimation
This paper addresses the problem of real-time location of the joints or centres of rotation (CoR) of human skeletons in the presence of missing data. The data is assumed to be 3d m...
Andreas Aristidou, Jonathan Cameron, Joan Lasenby
ML
2006
ACM
131views Machine Learning» more  ML 2006»
15 years 13 days ago
Markov logic networks
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
Matthew Richardson, Pedro Domingos