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ACCV
2009
Springer
15 years 11 months ago
An Online Framework for Learning Novel Concepts over Multiple Cues
Abstract. We propose an online learning algorithm to tackle the problem of learning under limited computational resources in a teacher-student scenario, over multiple visual cues. ...
Luo Jie, Francesco Orabona, Barbara Caputo
ARGMAS
2009
Springer
15 years 11 months ago
Practical Reasoning Using Values
Each person holds numerous values that represent what is believed to be important. As a result, our values influence our behavior and play a role in practical reasoning. Various a...
Thomas L. van der Weide, Frank Dignum, John-Jules ...
PKDD
2009
Springer
169views Data Mining» more  PKDD 2009»
15 years 10 months ago
Hybrid Least-Squares Algorithms for Approximate Policy Evaluation
The goal of approximate policy evaluation is to “best” represent a target value function according to a specific criterion. Temporal difference methods and Bellman residual m...
Jeffrey Johns, Marek Petrik, Sridhar Mahadevan
SEMWEB
2009
Springer
15 years 10 months ago
Reasoning in Metamodeling Enabled Ontologies
Ontologies are expected to play an important role in many application domains, as well as in software engineering in general. One problem with using ontologies within software engi...
Nophadol Jekjantuk, Gerd Gröner, Jeff Z. Pan
IPPS
2008
IEEE
15 years 10 months ago
A transparent non-invasive file data model for algorithmic skeletons
A file data model for algorithmic skeletons is proposed, focusing on transparency and efficiency. Algorithmic skeletons correspond to a high-level programming model that takes a...
Denis Caromel, Mario Leyton