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QEST
2009
IEEE
14 years 4 months ago
Language-Level Symmetry Reduction for Probabilistic Model Checking
—Symmetry reduction is a technique for combating state-space explosion in model checking. The generic representatives approach to symmetry reduction uses a language-level transla...
Alastair F. Donaldson, Alice Miller, David Parker
SIGMETRICS
2008
ACM
161views Hardware» more  SIGMETRICS 2008»
13 years 9 months ago
Analysis of a gossip protocol in PRISM
Gossip protocols have been proposed as a robust and efficient method for disseminating information throughout dynamically changing networks. We present an analysis of a gossip pro...
Marta Z. Kwiatkowska, Gethin Norman, David Parker
IJKESDP
2010
94views more  IJKESDP 2010»
13 years 6 months ago
Rule acquisition for cognitive agents by using estimation of distribution algorithms
Cognitive Agents must be able to decide their actions based on their recognized states. In general, learning mechanisms are equipped for such agents in order to realize intellgent ...
Tokue Nishimura, Hisashi Handa
CIMCA
2005
IEEE
14 years 3 months ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
COMPSAC
2008
IEEE
14 years 4 months ago
A Probabilistic Attacker Model for Quantitative Verification of DoS Security Threats
This work introduces probabilistic model checking as a viable tool-assisted approach for systematically quantifying DoS security threats. The proposed analysis is based on a proba...
Stylianos Basagiannis, Panagiotis Katsaros, Andrew...