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» Logic-Based Probabilistic Modeling
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119
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GLOBECOM
2009
IEEE
15 years 6 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
103
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UAI
1990
15 years 3 months ago
Problem formulation as the reduction of a decision model
In this paper, we extend the QMR-DT probabilistic model for the domain of internal medicine to include decisions about treatments. In addition, we describe how we can use the comp...
David Heckerman, Eric Horvitz
97
Voted
DELTA
2010
IEEE
15 years 7 months ago
A More Precise Model of Noise Based PCMOS Errors
—In this paper we present a new model for characterization of probabilistic gates. While still not mainstream, probabilistic CMOS has the potential to dramatically reduce energy ...
Arun Bhanu, Mark S. K. Lau, Keck Voon Ling, Vincen...
125
Voted
QEST
2010
IEEE
15 years 14 days ago
Compositional Verification of Probabilistic Systems Using Learning
Lu Feng, Marta Z. Kwiatkowska, David Parker
ICDM
2003
IEEE
134views Data Mining» more  ICDM 2003»
15 years 7 months ago
Probabilistic User Behavior Models
We present a mixture model based approach for learning individualized behavior models for the Web users. We investigate the use of maximum entropy and Markov mixture models for ge...
Eren Manavoglu, Dmitry Pavlov, C. Lee Giles