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» Probabilistic Assumption-Based Reasoning
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FSTTCS
2006
Springer
15 years 1 months ago
On Reduction Criteria for Probabilistic Reward Models
In recent papers, the partial order reduction approach has been adapted to reason about the probabilities for temporal properties in concurrent systems with probabilistic behaviour...
Marcus Größer, Gethin Norman, Christel ...
IJCAI
1989
14 years 10 months ago
Maximum Entropy in Nilsson's Probabilistic Logic
Nilsson's Probabilistic Logic is a set theoretic mechanism for reasoning with uncertainty. We propose a new way of looking at the probability constraints enforced by the fram...
Thomas B. Kane
IDT
2010
124views more  IDT 2010»
14 years 8 months ago
Modelling decision making with probabilistic causation
Humans know how to reason based on cause and effect, but cause and effect is not enough to draw conclusions due to the problem of imperfect information and uncertainty. To resol...
Luís Moniz Pereira, Carroline Kencana Ramli
ECSQARU
2007
Springer
15 years 3 months ago
Local Monotonicity in Probabilistic Networks
version of this extended abstract appeared in the proceedings of the Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-07), H...
Johan Kwisthout, Hans L. Bodlaender, Gerard Tel
JCST
2010
153views more  JCST 2010»
14 years 4 months ago
Model Failure and Context Switching Using Logic-Based Stochastic Models
Abstract We define a notion of context that represents invariant, stable-over-time behavior in an environment and we propose an algorithm for detecting context changes in a stream ...
Nikita A. Sakhanenko, George F. Luger