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» Using probabilistic model checking in systems biology
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JGO
2011
89views more  JGO 2011»
14 years 2 months ago
Model building using bi-level optimization
Abstract In many problems from different disciplines such as engineering, physics, medicine, and biology, a series of experimental data is used in order to generate a model that ca...
Georges K. Saharidis, Ioannis P. Androulakis, Mari...
FORMATS
2006
Springer
15 years 3 months ago
Extended Directed Search for Probabilistic Timed Reachability
Current numerical model checkers for stochastic systems can efficiently analyse stochastic models. However, the fact that they are unable to provide debugging information constrain...
Husain Aljazzar, Stefan Leue
KDD
2008
ACM
121views Data Mining» more  KDD 2008»
16 years 5 days ago
Reconstructing chemical reaction networks: data mining meets system identification
We present an approach to reconstructing chemical reaction networks from time series measurements of the concentrations of the molecules involved. Our solution strategy combines t...
Yong Ju Cho, Naren Ramakrishnan, Yang Cao
QEST
2010
IEEE
14 years 9 months ago
DTMC Model Checking by SCC Reduction
Discrete-Time Markov Chains (DTMCs) are a widely-used formalism to model probabilistic systems. On the one hand, available tools like PRISM or MRMC offer efficient model checking a...
Erika Ábrahám, Nils Jansen, Ralf Wim...
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DATE
2008
IEEE
133views Hardware» more  DATE 2008»
15 years 6 months ago
Model Checking of Analog Systems using an Analog Specification Language
Sebastian Steinhorst, Lars Hedrich