Oscar Mauricio Agudelo

According to our database, Oscar Mauricio Agudelo authored at least 22 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DSS4EX: A Decision Support System framework to explore Artificial Intelligence pipelines with an application in time series forecasting.

Giulia Rinaldi, Konstantinos Theodorakos, Fernando Crema Garcia, Oscar Mauricio Agudelo, Bart De Moor

Expert Syst. Appl., 2025

2024

EX-DSS: An Explorative Decision Support System for Designing and Deploying Smart Plug Forecasting Pipelines.

Giulia Rinaldi, Lola Botman, Oscar Mauricio Agudelo, Bart De Moor

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2023

Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting.

Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor

IEEE Trans. Evol. Comput., 2023

Globally Optimal SISO H₂-Norm Model Reduction Using Walsh's Theorem.

Sibren Lagauw, Oscar Mauricio Agudelo, Bart De Moor

IEEE Control. Syst. Lett., 2023

A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time Series.

Giulia Rinaldi, Fernando Crema Garcia, Oscar Mauricio Agudelo, Thijs Becker, Koen Vanthournout, Willem Mestdagh, Bart De Moor

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

2019

Impulse response constrained LS-SVM modelling for MIMO Hammerstein system identification.

Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens

Int. J. Control, 2019

2018

Hammerstein system identification through best linear approximation inversion and regularisation.

Ricardo Castro-Garcia, Koen Tiels, Oscar Mauricio Agudelo, Johan A. K. Suykens

Int. J. Control, 2018

A Multiple-Input Multiple-Output Cepstrum.

Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor

IEEE Control. Syst. Lett., 2018

Order estimation of two dimensional systems based on rank decisions.

Bob Vergauwen, Oscar Mauricio Agudelo, Bart De Moor

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

MIMO hammerstein system identification using LS-SVM and steady state time response.

Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Data-driven modeling techniques for indoor CO2 estimation.

Bob Vergauwen, Oscar Mauricio Agudelo, Raj Thilak Rajan, Frank J. Pasveer, Bart De Moor

Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016

Hammerstein system identification using LS-SVM and steady state time response.

Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Koen Tiels, Johan A. K. Suykens

Proceedings of the 15th European Control Conference, 2016

2015

Incremental multi-class semi-supervised clustering regularized by Kalman filtering.

Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A. K. Suykens

Neural Networks, 2015

Hierarchical semi-supervised clustering using KSC based model.

Siamak Mehrkanoon, Oscar Mauricio Agudelo, Raghvendra Mall, Johan A. K. Suykens

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Incremental kernel spectral clustering for online learning of non-stationary data.

Rocco Langone, Oscar Mauricio Agudelo, Bart De Moor, Johan A. K. Suykens

Neurocomputing, 2014

2012

Model Predictive Control applied to a river system with two reaches.

Maarten Breckpot, Oscar Mauricio Agudelo, Bart De Moor

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Assimilation of ozone measurements in the air quality model AURORA by using the Ensemble Kalman Filter.

Oscar Mauricio Agudelo, Oscar Barrero, Viaene Peter, Bart De Moor

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Reduction of the computational burden of POD models with polynomial nonlinearities.

Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Positive Polynomial Constraints for POD-based Model Predictive Controllers.

Oscar Mauricio Agudelo, Michel Baes, Jairo Jose Espinosa, Moritz Diehl, Bart De Moor

IEEE Trans. Autom. Control., 2009

Acceleration of nonlinear POD models: A neural network approach.

Oscar Mauricio Agudelo, Jairo José Espinosa, Bart De Moor

Proceedings of the 10th European Control Conference, 2009

2008

Algorithm for reducing the number of constraints of POD-based predictive controllers.

Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007

POD-based predictive controller with temperature constraints for a tubular reactor.

Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor

Proceedings of the 46th IEEE Conference on Decision and Control, 2007