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» Stochastic Analysis of Dynamic Processes
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CAISE
1999
Springer
15 years 2 months ago
Modeling Dynamic Domains with ConGolog
In this paper, we describe the process specification language ConGolog and show how it can be used to model business processes for requirements analysis. In ConGolog, the effects...
Yves Lespérance, Todd G. Kelley, John Mylop...
MMAS
2011
Springer
14 years 5 months ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
JMLR
2011
175views more  JMLR 2011»
14 years 5 months ago
Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data
This review focuses on dynamic causal analysis of functional magnetic resonance (fMRI) data to infer brain connectivity from a time series analysis and dynamical systems perspecti...
Alard Roebroeck, Anil K. Seth, Pedro A. Valdes-Sos...
CVPR
2006
IEEE
16 years 19 hour ago
Activity Analysis in Microtubule Videos by Mixture of Hidden Markov Models
We present an automated method for the tracking and dynamics modeling of microtubules -a major component of the cytoskeleton- which provides researchers with a previously unattain...
Alphan Altinok, Motaz A. El Saban, Austin J. Peck,...
CSMR
2002
IEEE
15 years 3 months ago
Combining Static and Dynamic Views for Architecture Reconstruction
Static analysis aims at recovering the structure of a software system, while dynamic analysis focuses on its run time behaviour. We propose a technique for combining the analysis ...
Claudio Riva, Jordi Vidal Rodríguez