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183
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ECAI
2006
Springer
15 years 10 months ago
2006
Springer
Particle filtering (PF) for dynamic Bayesian networks (DBNs) with discrete-state spaces includes a resampling step which concentrates samples according to their relative weight in ...
162
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ECAI
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. This paper proposes a novel approach to discover options in the form of conditionally terminating sequences, and shows how they can be integrated into reinforcement learn...
188
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EVOW
2000
Springer
15 years 10 months ago
2000
Springer
This paper presents an investigation into the classification of a difficult data set containing large intra-class variability but low inter-class variability. Standard classifiers...
168
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FLAIRS
2010
15 years 9 months ago
2010
Consumers frequently rely on user-generated product reviews to guide purchasing decisions. Given the everincreasing volume of such reviews and variations in review quality, consum...
150
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FLAIRS
2010
15 years 9 months ago
2010
A novel `play-by-play' based procedure learning system has been successfully applied to automate Web tasks. In the transition to a non-Web domain, for a system widely used at...