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LFCS
2009
Springer
14 years 4 months ago
Temporalization of Probabilistic Propositional Logic
In this paper we study several properties of the Exogenous Probabilistic Propositional Logic (EPPL), a logic for reasoning about probabilities, with the purpose of introducing a t...
Pedro Baltazar, Paulo Mateus
AAAI
2008
13 years 12 months ago
Learning and Inference with Constraints
Probabilistic modeling has been a dominant approach in Machine Learning research. As the field evolves, the problems of interest become increasingly challenging and complex. Makin...
Ming-Wei Chang, Lev-Arie Ratinov, Nicholas Rizzolo...
WOLLIC
2009
Springer
14 years 4 months ago
Logic-Based Probabilistic Modeling
After briefly mentioning the historical background of PLL/SRL, we examine PRISM, a logic-based modeling language, as an instance of PLL/SRL research. We first look at the distrib...
Taisuke Sato
GLOBECOM
2009
IEEE
14 years 1 months ago
Stochastic Network Calculus Models under Max-Plus Algebra
A challenging research issue of analyzing networks where packets are served probabilistically, such as multi-access networks and wireless networks, is to characterize the stochasti...
Jing Xie, Yuming Jiang