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» Moment-Linear Stochastic Systems
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109
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AAAI
1998
15 years 2 months ago
Structured Representation of Complex Stochastic Systems
This paperconsidersthe problem of representingcomplex systems that evolve stochastically over time. Dynamic Bayesian networks provide a compact representation for stochastic proce...
Nir Friedman, Daphne Koller, Avi Pfeffer
121
Voted
BMCBI
2010
175views more  BMCBI 2010»
15 years 26 days ago
Global parameter estimation methods for stochastic biochemical systems
Background: The importance of stochasticity in cellular processes having low number of molecules has resulted in the development of stochastic models such as chemical master equat...
Suresh Kumar Poovathingal, Rudiyanto Gunawan
81
Voted
CODES
2001
IEEE
15 years 4 months ago
The usage of stochastic processes in embedded system specifications
We review the use of nondeterminism and identify two different purposes. The descriptive purpose handles uncertainties in the behaviour of existing entities. The constraining purp...
Axel Jantsch, Ingo Sander, Wenbiao Wu
114
Voted
CSL
2008
Springer
15 years 24 days ago
User simulation in a stochastic dialog system
We present a new methodology of user simulation applied to the evaluation and refinement of stochastic dialog systems. Common weaknesses of these systems are the scarceness of the...
Francisco Torres, Emilio Sanchis, Encarna Segarra
88
Voted
CDC
2009
IEEE
139views Control Systems» more  CDC 2009»
15 years 4 months ago
Optimal filtering for uncertain linear stochastic systems
— This paper presents the optimal joint filtering and parameter identification problem for uncertain linear stochastic systems with unknown parameters in both state and observa...
Michael V. Basin, Alexander G. Loukianov, Miguel H...