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» Nonmonotonic Reasoning in Probabilistics
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CVPR
1998
IEEE
15 years 11 months ago
Probabilistic Reasoning Models for Face Recognition
We introduce in this paper two probabilistic reasoning models (PRM-1 and PRM-2) which combine the Principal Component Analysis (PCA) technique and the Bayes classifier and show th...
Chengjun Liu, Harry Wechsler
NMR
2004
Springer
15 years 3 months ago
Qualitative and probabilistic uncertainty in reasoning about actions with sensing
Luca Iocchi, Thomas Lukasiewicz, Daniele Nardi, Ri...
IFIP
2010
Springer
14 years 4 months ago
Reasoning about Probabilistic Security Using Task-PIOAs
Abstract. Task-structured probabilistic input/output automata (taskPIOAs) are concurrent probabilistic automata that, among other things, have been used to provide a formal framewo...
Aaron D. Jaggard, Catherine Meadows, Michael Mislo...
ICRA
2009
IEEE
147views Robotics» more  ICRA 2009»
15 years 4 months ago
Equipping robot control programs with first-order probabilistic reasoning capabilities
— An autonomous robot system that is to act in a real-world environment is faced with the problem of having to deal with a high degree of both complexity as well as uncertainty. ...
Dominik Jain, Lorenz Mösenlechner, Michael Be...
ISMIS
1994
Springer
15 years 1 months ago
Distributed Multi-Agent Probabilistic Reasoning With Bayesian Networks
Main stream approaches in distributed artificial intelligence (DAI) are essentially logic-based. Little has been reported to explore probabilistic approach in DAI. On the other han...
Yang Xiang