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» Equivalences on Observable Processes
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ENTCS
2006
129views more  ENTCS 2006»
13 years 10 months ago
Confluence Thanks to Extensional Determinism
A process is extensionally deterministic if, after any trace s and given any event a, it is either certain to accept or certain to refuse a (stably) after s. We show how several p...
A. W. Roscoe
CCE
2005
13 years 10 months ago
Constructive nonlinear dynamics in process systems engineering
To date, sensitivity, bifurcation and singularity analysis have been employed to identify and characterize the qualitative nonlinear behaviour of chemical process systems. The phe...
Wolfgang Marquardt, Martin Mönnigmann
ICIP
2001
IEEE
14 years 11 months ago
Invariant representation in image processing
The paper discusses the role of invariance in image processing, specifically the desire to discriminate against unwanted variations in the scene while maintaining the power to tel...
Arnold W. M. Smeulders, Jan-Mark Geusebroek, Theo ...
CIMCA
2005
IEEE
14 years 3 months ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
JMLR
2010
118views more  JMLR 2010»
13 years 4 months ago
Gaussian processes with monotonicity information
A method for using monotonicity information in multivariate Gaussian process regression and classification is proposed. Monotonicity information is introduced with virtual derivat...
Jaakko Riihimäki, Aki Vehtari