152
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AI
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. Current point-based planning algorithms for solving partially observable Markov decision processes (POMDPs) have demonstrated that a good approximation of the value funct...
144
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AI
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. Adaptive Benford's Law [1] is a digital analysis technique that specifies the probabilistic distribution of digits for many commonly occurring phenomena, even for in...
106
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AIS
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. Model verification examines the correctness of a model implementation with respect to a model specification. While being described from model specification, implementatio...
146
Voted
AI
2006
Springer
15 years 8 months ago
2006
Springer
Sentence selection shares some but not all the characteristics of Automatic Text Categorization. Therefore some but not all the same techniques should be used. In this paper we stu...
125
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AI
2006
Springer
15 years 8 months ago
2006
Springer
We propose LAZY arc-reversal with variable elimination (LAZY-ARVE) as a new approach to probabilistic inference in Bayesian networks (BNs). LAZY-ARVE is an improvement upon LAZY ar...