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» Using probabilistic model checking in systems biology
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ICALP
2000
Springer
14 years 28 days ago
Decidable First-Order Transition Logics for PA-Processes
We show the decidability of model checking PA-processes against several first-order logics based upon the reachability predicate. The main tool for this result is the recognizabil...
Denis Lugiez, Ph. Schnoebelen
BMCBI
2010
149views more  BMCBI 2010»
13 years 9 months ago
KID - an algorithm for fast and efficient text mining used to automatically generate a database containing kinetic information o
Background: The amount of available biological information is rapidly increasing and the focus of biological research has moved from single components to networks and even larger ...
Stephanie Heinen, Bernhard Thielen, Dietmar Schomb...
GECCO
2009
Springer
101views Optimization» more  GECCO 2009»
14 years 3 months ago
Modeling UCS as a mixture of experts
We present a probabilistic formulation of UCS (a sUpervised Classifier System). UCS is shown to be a special case of mixture of experts where the experts are learned independentl...
Narayanan Unny Edakunni, Tim Kovacs, Gavin Brown, ...
JIRS
2008
100views more  JIRS 2008»
13 years 9 months ago
Model-based Predictive Control of Hybrid Systems: A Probabilistic Neural-network Approach to Real-time Control
Abstract This paper proposes an approach for reducing the computational complexity of a model-predictive-control strategy for discrete-time hybrid systems with discrete inputs only...
Bostjan Potocnik, Gasper Music, Igor Skrjanc, Boru...
JSA
2008
131views more  JSA 2008»
13 years 8 months ago
Formal verification of ASMs using MDGs
We present a framework for the formal verification of abstract state machine (ASM) designs using the multiway decision graphs (MDG) tool. ASM is a state based language for describ...
Amjad Gawanmeh, Sofiène Tahar, Kirsten Wint...