Oscar Mauricio Agudelo

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 11

Top Topics

Linear Approximation

Top Venues

IEEE Control. Syst. Lett.

Int. J. Control

IEEE Trans. Evol. Comput.

Publications

Sibren Lagauw, Oscar Mauricio Agudelo, Bart De Moor
-Norm Model Reduction Using Walsh's Theorem. IEEE Control. Syst. Lett. 7 (2023)
Giulia Rinaldi, Fernando Crema Garcia, Oscar Mauricio Agudelo, Thijs Becker, Koen Vanthournout, Willem Mestdagh, Bart De Moor
A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time Series. ICEIS (1) (2023)
Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor
Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting. IEEE Trans. Evol. Comput. 27 (4) (2023)
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens
Impulse response constrained LS-SVM modelling for MIMO Hammerstein system identification. Int. J. Control 92 (4) (2019)
Bob Vergauwen, Oscar Mauricio Agudelo, Bart De Moor
Order estimation of two dimensional systems based on rank decisions. CDC (2018)
Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor
A Multiple-Input Multiple-Output Cepstrum. CoRR (2018)
Ricardo Castro-Garcia, Koen Tiels, Oscar Mauricio Agudelo, Johan A. K. Suykens
Hammerstein system identification through best linear approximation inversion and regularisation. Int. J. Control 91 (8) (2018)
Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor
A Multiple-Input Multiple-Output Cepstrum. IEEE Control. Syst. Lett. 2 (2) (2018)
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens
MIMO hammerstein system identification using LS-SVM and steady state time response. SSCI (2017)
Bob Vergauwen, Oscar Mauricio Agudelo, Raj Thilak Rajan, Frank J. Pasveer, Bart De Moor
Data-driven modeling techniques for indoor CO2 estimation. IEEE SENSORS (2017)
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Koen Tiels, Johan A. K. Suykens
Hammerstein system identification using LS-SVM and steady state time response. ECC (2016)
Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A. K. Suykens
Incremental multi-class semi-supervised clustering regularized by Kalman filtering. Neural Networks 71 (2015)
Siamak Mehrkanoon, Oscar Mauricio Agudelo, Raghvendra Mall, Johan A. K. Suykens
Hierarchical semi-supervised clustering using KSC based model. IJCNN (2015)
Rocco Langone, Oscar Mauricio Agudelo, Bart De Moor, Johan A. K. Suykens
Incremental kernel spectral clustering for online learning of non-stationary data. Neurocomputing 139 (2014)
Maarten Breckpot, Oscar Mauricio Agudelo, Bart De Moor
Model Predictive Control applied to a river system with two reaches. CDC (2012)
Oscar Mauricio Agudelo, Oscar Barrero, Viaene Peter, Bart De Moor
Assimilation of ozone measurements in the air quality model AURORA by using the Ensemble Kalman Filter. CDC/ECC (2011)
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor
Reduction of the computational burden of POD models with polynomial nonlinearities. CDC (2010)
Oscar Mauricio Agudelo, Michel Baes, Jairo Jose Espinosa, Moritz Diehl, Bart De Moor
Positive Polynomial Constraints for POD-based Model Predictive Controllers. IEEE Trans. Autom. Control. 54 (5) (2009)
Oscar Mauricio Agudelo, Jairo José Espinosa, Bart De Moor
Acceleration of nonlinear POD models: A neural network approach. ECC (2009)
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor
Algorithm for reducing the number of constraints of POD-based predictive controllers. CDC (2008)
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor
POD-based predictive controller with temperature constraints for a tubular reactor. CDC (2007)