142
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ECAI
15 years 6 months ago
2006 Springer 
The Semantic Web requires automatic ontology population methods. We developed an approach, that given existing ontologies, extracts instances of ontology relations, a specific subt...
131
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ECAI
15 years 6 months ago
2006 Springer 
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
145
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ECAI
15 years 6 months ago
2006 Springer
Tomography is an important technique for noninvasive imaging: images of the interior of an object are computed from several scanned projections of the object, covering a range of a...
123
Voted
ECAI
15 years 6 months ago
2006 Springer
We describe a generalized Q-learning type algorithm for reinforcement learning in competitive multi-agent games. We make the observation that in a competitive setting with adaptive...
117
Voted
ECAI
15 years 6 months ago
2006 Springer 
Abstract. This paper describes a new way of implementing an intelligent web caching service, based on an analysis of usage. Since the cache size in software is limited, and the sea...
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Artificial Intelligence