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99
Voted
ATAL
2003
Springer
15 years 5 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...
97
Voted
IDEAS
2009
IEEE
15 years 7 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...
116
Voted
ISIPTA
2005
IEEE
15 years 6 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...
ACSAC
2003
IEEE
15 years 5 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...
130
Voted
NIPS
2004
15 years 1 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...