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» On detectability of stochastic systems
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FLAIRS
2007
15 years 8 months ago
Managing Dynamic Contexts Using Failure-Driven Stochastic Models
We describe an architecture for representing and managing context shifts that supports dynamic data interpretation. This architecture utilizes two layers of learning and three lay...
Nikita A. Sakhanenko, George F. Luger, Carl R. Ste...
BMCBI
2006
179views more  BMCBI 2006»
15 years 6 months ago
Multiscale Hy3S: Hybrid stochastic simulation for supercomputers
Background: Stochastic simulation has become a useful tool to both study natural biological systems and design new synthetic ones. By capturing the intrinsic molecular fluctuation...
Howard Salis, Vassilios Sotiropoulos, Yiannis N. K...
CVPR
2012
IEEE
13 years 8 months ago
Sum-product networks for modeling activities with stochastic structure
This paper addresses recognition of human activities with stochastic structure, characterized by variable spacetime arrangements of primitive actions, and conducted by a variable ...
Mohamed R. Amer, Sinisa Todorovic
CDC
2008
IEEE
157views Control Systems» more  CDC 2008»
16 years 23 days ago
Balancing of partially-observed stochastic differential equations
Abstract— We study Balanced Truncation for stochastic differential equations. In doing so, we adopt ideas from large deviations theory and discuss notions of controllability and ...
Carsten Hartmann, Christof Schütte
IPPS
2005
IEEE
15 years 12 months ago
Towards Quantitative Analysis of Real-Time UML Using Stochastic Petri Nets
In recent years the Unified Modeling Language (UML) including its profiles gained increasing acceptance as a specification language for modeling real-time systems. It is crucia...
Jan Trowitzsch, Armin Zimmermann, Günter Homm...