Oscar Mauricio Agudelo

23 papers B 1Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
DSS4EX: A Decision Support System framework to explore Artificial Intelligence pipelines with an application in time series forecasting.
Expert Syst. Appl.
Giulia Rinaldi, Konstantinos Theodorakos, Fernando Crema Garcia, Oscar Mauricio Agudelo, Bart De Moor
2024 — conf
EX-DSS: An Explorative Decision Support System for Designing and Deploying Smart Plug Forecasting Pipelines.
KMIS
Giulia Rinaldi, Lola Botman, Oscar Mauricio Agudelo, Bart De Moor
2023 — conf
A Framework for a Data Quality Module in Decision Support Systems: An Application with Smart Grid Time Series.
ICEIS (1)
Giulia Rinaldi, Fernando Crema Garcia, Oscar Mauricio Agudelo, Thijs Becker, Koen Vanthournout, Willem Mestdagh, Bart De Moor
2023 J jnl
Globally Optimal SISO H
IEEE Control. Syst. Lett.
Sibren Lagauw, Oscar Mauricio Agudelo, Bart De Moor
2023 J jnl
Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting.
IEEE Trans. Evol. Comput.
Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor
2019 J jnl
Impulse response constrained LS-SVM modelling for MIMO Hammerstein system identification.
Int. J. Control
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens
2018 J jnl
A Multiple-Input Multiple-Output Cepstrum.
CoRR
Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor
2018 J jnl
A Multiple-Input Multiple-Output Cepstrum.
IEEE Control. Syst. Lett.
Oliver Lauwers, Oscar Mauricio Agudelo, Bart De Moor
2018 J jnl
Hammerstein system identification through best linear approximation inversion and regularisation.
Int. J. Control
Ricardo Castro-Garcia, Koen Tiels, Oscar Mauricio Agudelo, Johan A. K. Suykens
2018 — conf
Order estimation of two dimensional systems based on rank decisions.
CDC
Bob Vergauwen, Oscar Mauricio Agudelo, Bart De Moor
2017 — conf
Data-driven modeling techniques for indoor CO2 estimation.
IEEE SENSORS
Bob Vergauwen, Oscar Mauricio Agudelo, Raj Thilak Rajan, Frank J. Pasveer, Bart De Moor
2017 — conf
MIMO hammerstein system identification using LS-SVM and steady state time response.
SSCI
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Johan A. K. Suykens
2016 — conf
Hammerstein system identification using LS-SVM and steady state time response.
ECC
Ricardo Castro-Garcia, Oscar Mauricio Agudelo, Koen Tiels, Johan A. K. Suykens
2015 B conf
Hierarchical semi-supervised clustering using KSC based model.
IJCNN
Siamak Mehrkanoon, Oscar Mauricio Agudelo, Raghvendra Mall, Johan A. K. Suykens
2015 J jnl
Incremental multi-class semi-supervised clustering regularized by Kalman filtering.
Neural Networks
Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A. K. Suykens
2014 J jnl
Incremental kernel spectral clustering for online learning of non-stationary data.
Neurocomputing
Rocco Langone, Oscar Mauricio Agudelo, Bart De Moor, Johan A. K. Suykens
2012 — conf
Model Predictive Control applied to a river system with two reaches.
CDC
Maarten Breckpot, Oscar Mauricio Agudelo, Bart De Moor
2011 — conf
Assimilation of ozone measurements in the air quality model AURORA by using the Ensemble Kalman Filter.
CDC/ECC
Oscar Mauricio Agudelo, Oscar Barrero, Viaene Peter, Bart De Moor
2010 — conf
Reduction of the computational burden of POD models with polynomial nonlinearities.
CDC
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor
2009 — conf
Acceleration of nonlinear POD models: A neural network approach.
ECC
Oscar Mauricio Agudelo, Jairo José Espinosa, Bart De Moor
2009 J jnl
Positive Polynomial Constraints for POD-based Model Predictive Controllers.
IEEE Trans. Autom. Control.
Oscar Mauricio Agudelo, Michel Baes, Jairo Jose Espinosa, Moritz Diehl, Bart De Moor
2008 — conf
Algorithm for reducing the number of constraints of POD-based predictive controllers.
CDC
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor
2007 — conf
POD-based predictive controller with temperature constraints for a tubular reactor.
CDC
Oscar Mauricio Agudelo, Jairo Jose Espinosa, Bart De Moor