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IJUFKS
2000
68views more  IJUFKS 2000»
13 years 4 months ago
Non-Determinism and Uncertainty in the Situation Calculus
A novel approach is presented to modeling action and change within the Situation Calculus in the presence of both non-determinism and probabilistic behavior. Two examples are give...
Javier Pinto, Amílcar Sernadas, Cristina Se...
ICDM
2007
IEEE
132views Data Mining» more  ICDM 2007»
13 years 11 months ago
Granularity Conscious Modeling for Probabilistic Databases
The convergence of embedded sensor systems and stream query processing suggests an important role for database techniques, in managing data that only partially – and often inacc...
Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Gar...
AIPS
2004
13 years 6 months ago
Fault Tolerant Planning: Toward Probabilistic Uncertainty Models in Symbolic Non-Deterministic Planning
Symbolic non-deterministic planning represents action effects as sets of possible next states. In this paper, we move toward a more probabilistic uncertainty model by distinguishi...
Rune M. Jensen, Manuela M. Veloso, Randal E. Bryan...
AI
2005
Springer
13 years 10 months ago
Probability and Equality: A Probabilistic Model of Identity Uncertainty
Identity uncertainty is the task of deciding whether two descriptions correspond to the same object. In this paper we discuss the identity uncertainty problem in the context of the...
Rita Sharma, David Poole