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» Nonlinear prediction of spatio-temporal time series
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ICCV
2009
IEEE
14 years 10 months ago
Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems
We use concepts from chaos theory in order to model nonlinear dynamical systems that exhibit deterministic behavior. Observed time series from such a system can be embedded into...
Arslan Basharat, Mubarak Shah
ESANN
2000
13 years 6 months ago
Nonlinear prediction of spatio-temporal time series
Abstract. A prediction scheme for spatio-temporal time series is presented that is based on reconstructed local states. As a numerical example the ev olution of a Kuramoto-Sivashin...
Ulrich Parlitz, Christian Merkwirth
SBRN
2006
IEEE
13 years 11 months ago
A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network
Jose M. P. Menezes Jr., Guilherme De A. Barreto
ICCS
2003
Springer
13 years 10 months ago
Nonlinear Time Series Prediction by Weighted Vector Quantization
Amaury Lendasse, Damien François, Vincent W...
IWANN
2005
Springer
13 years 10 months ago
Input Selection for Long-Term Prediction of Time Series
Prediction of time series is an important problem in many areas of science and engineering. Extending the horizon of predictions further to the future is the challenging and diffic...
Jarkko Tikka, Jaakko Hollmén, Amaury Lendas...