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131
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ATAL
2003
Springer
15 years 9 months ago
2003
Springer
Traditional goal-oriented approaches to building intelligent agents only consider absolute satisfaction of goals. However, in continuous domains there may be many instances in whi...
138
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IDEAS
2009
IEEE
15 years 10 months ago
2009
IEEE
A natural consequence of the widespread adoption of XML as standard for information representation and exchange is the redundant storage of large amounts of persistent XML documen...
137
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ISIPTA
2005
IEEE
15 years 9 months ago
2005
IEEE
Graph-theoretical representations for sets of probability measures (credal networks) generally display high complexity, and approximate inference seems to be a natural solution fo...
129
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ACSAC
2003
IEEE
15 years 9 months ago
2003
IEEE
In-depth analysis of network security vulnerability must consider attacker exploits not just in isolation, but also in combination. The general approach to this problem is to comp...
159
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NIPS
2004
15 years 5 months ago
2004
As animals interact with their environments, they must constantly update estimates about their states. Bayesian models combine prior probabilities, a dynamical model and sensory e...