N. Arroyo, A. Acosta, J. Espinosa, and J. Espinosa, “A new strategy for synchronizing traffic ow on a distributed simulation using SUMO,” Berlin - Adlershof, May 2018, p. 10. [Online]. Available: http://www.dlr.de/fs/desktopdefault.aspx/tabid-3930/20125_read-50294/ [ bib | http://www.dlr.de/fs/desktopdefault.aspx/tabid-3930/20125_read-50294/ ]

C. Portilla, “Origin-Destination matrix estimation based on microsimulation and optimization,” Medellin, Colombia, May 2018. [ bib ]

Lenis, Lizeth and Espinosa Jairo, “Evaluación del desempeño de los sistemas distribuidos cooperativos con fallas de comunicación en el lazo de control.” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellín, Colombia, 2018. [Online]. Available: http://bdigital.unal.edu.co/61072/ [ bib | http://bdigital.unal.edu.co/61072/ ]

Norena, Laura, “Control jerárquico para redes de tráfico urbano,” Master's thesis, Nacional.facultad de Minas, Medellin, Colombia, 2018. [Online]. Available: http://www.bdigital.unal.edu.co [ bib | http://www.bdigital.unal.edu.co ]

Mara C Salazar, “Feature relevance analysis for preictal electroencephalography classification,” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellín, 2018. [Online]. Available: http://bdigital.unal.edu.co/61072/ [ bib | http://bdigital.unal.edu.co/61072/ ]

P. A. Deossa, “Optimal investment portfolio management with hierarchical control for energy markets.” Phd, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellín, Colombia, 2017. [ bib ]

Rios, Richard, “Statistical modeling of bladder motion and deformation in prostate cancer radiotherapy,” Phd, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2017. [ bib ]

Ruiz, Semaria, “Metodología para el diseño de microrredes aisladas usando métodos de optimización numérica,” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2017. [ bib ]

Ardila Franco, Camilo and Espinosa, J, “ESTIMACIÓN TOPOLOGICA EN SISTEMAS DE POTENCIA,” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2017. [Online]. Available: http://www.bdigital.unal.edu.co/55129/ [ bib | http://www.bdigital.unal.edu.co/55129/ ]

J. Patino, F. Valencia, and J. Espinosa, “Sensitivity Analysis for Frequency Regulation in a Two-Area Power System,” International Journal of Renewable Energy Research (IJRER), vol. 7, no. 2, pp. 700-706, 2017. [Online]. Available: http://ijrer.com/index.php/ijrer/article/view/5597 [ bib | http://ijrer.com/index.php/ijrer/article/view/5597 ]

Lenis, Lizeth, Giraldo, Mario, and Espinosa Jairo, “Methodology for the Decomposition of Dynamical Systems Based On Input-Output Pairing Techniques,” Cartagena - Colombia, 2017, p. 7. [Online]. Available: http://www.ieee.org.co/evento.php?id=66 [ bib | http://www.ieee.org.co/evento.php?id=66 ]

C. A. Gómez-Pérez, J. J. Espinosa Oviedo, L. C. Montenegro Ruiz, and A. J. B. van Boxtel, “Twisted tubular photobioreactor fluid dynamics evaluation for energy consumption minimization,” Algal Research, vol. 27, pp. 65-72, 2017. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S221192641730125X [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S221192641730125X ]

Ruiz, Semaria, Lopera M Edwin, and Espinosa Jairo, “Evaluation of electrical power systems partitioning methods for secondary voltage control application,” Cartagena - Colombia, 2017. [Online]. Available: http://www.ieee.org.co/evento.php?id=66 [ bib | http://www.ieee.org.co/evento.php?id=66 ]

Ruiz, Semaria, Patino, Julian, and Espinosa, J, “Load Frequency Control of a Multi-area Power System Incorporating Variable-speed Wind Turbines,” Medellín, Oct. 2016, pp. 1-6. [ bib ]

Sarrazola, Anna, Norena, Laura, Marquez, A, and Espinosa, J, “Generalized Predictive Traffic Control for Isolated Intersections,” Medellín, Oct. 2016. [ bib ]

Portilla, C, Acosta, A., Marquez, A, and Espinosa, J, “A Comparison Between Macroscopic and Microscopic Urban Traffic Simulation Including Motorcycle Dynamics,” Medellín, Oct. 2016, pp. 1-5. [ bib ]

J. Rendon, P. Deossa, A. Marquez, and J. Espinosa, “Energy Price and Load Estimation by Moving Horizon Estimator with Holt-Winters Model,” Medellin, Colombia, Oct. 2016, p. 6. [ bib ]

Villa Garzon, Alvaro Alejandro, “Localización de tormentas eléctricas usando redes de sensores puntuales de campo electroestático.” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2016. [ bib ]

C. Portilla, F. Valencia, J. Espinosa, A. Núñez, and B. De Schutter, “Model-based predictive control for bicycling in urban intersections,” Transportation Research Part C: Emerging Technologies, vol. 70, pp. 27-41, 2016, a1 PUBLINDEX. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0968090X15004209 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S0968090X15004209 ]

R. Rios, J. D. Ospina, C. Lafond, O. Acosta, J. Espinosa, and R. de Crevoisier, “Characterization of Bladder Motion and Deformation in Prostate Cancer Radiotherapy,” IRBM, pp. 1-8, 2016, cATEG B PUBLINDEX. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1959031816300549 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S1959031816300549 ]

R. Ríos-Patiño, C. A. Ramos-Paja, and J. J. Espinosa-Oviedo, “Sistema de control para reducir el consumo de hidrógeno en celdas de combustible PEM considerando incertidumbres paramétricas,” Tecno Lógicas, vol. 19, no. 37, pp. 45-59, 2016, 0123-7799 print electronic 2256-5337 Categ A2". [Online]. Available: http://itmojs.itm.edu.co/index.php/tecnologicas/article/view/886 [ bib | http://itmojs.itm.edu.co/index.php/tecnologicas/article/view/886 ]

Acosta, A., Marquez, A, and Espinosa, J, “Nonlinear Model Predictive Control of a Passenger Vehicle for Lane Changes Considering Vehicles in the Target Lane,” Medellin, Colombia, Oct. 2015, pp. 1-5. [ bib ]

A. Marquez and J. Espinosa, “Min-Max MPC with zone control,” Chicago, IL US, Jul. 2015, pp. 1-7. [ bib ]

Acosta, A., J. E. Espinosa, and J. Espinosa, “Developing tools for building simulation scenarios for SUMO, based on the SCRUM methodology,” Berlin - Adlershof, May 2015, pp. 1-15. [Online]. Available: http://www.dlr.de/ts/desktopdefault.aspx/tabid-3930/6094_read-41001/ [ bib | http://www.dlr.de/ts/desktopdefault.aspx/tabid-3930/6094_read-41001/ ]

Rios, Richard, Ospina, J.D., Espinosa, Jairo, and De Crevoisieri,R., “Description and Characterization of Geometric Variations of the Bladder in Image-Guided Radiotherapy for Prostate Cancer,” Dourdan, Francia, Mar. 2015. [Online]. Available: http://www.rits2015.fr/ [ bib | http://www.rits2015.fr/ ]

Ardila,Camilo, “Hermes Tracker: Software para la Aquisición y Procesamiento de Datos de Tráfico Vehicular.” Medellin, Colombia, Mar. 2015. [ bib ]

L. Noreña, “Integración OSM, SUMO y MATLAB para Control de Tráfico Urbano.” Medellin, Colombia, Mar. 2015. [ bib ]

E. Jiménez and O. D. Jaramilllo, “Estrategias de Control y Estimación de Sistemas de tráfico basados en el Modelo de Redes Multiclase de Colas Modificado.” Medellin, Colombia, Mar. 2015. [ bib ]

Sanchez Jaramillo, Hernan M and Espinosa, Jairo, “Estimación de los parámetros del modelo matemático del generador sincrónico, a través de optimización.” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2015. [Online]. Available: http://www.bdigital.unal.edu.co/51736/1/71748820.2015.pdf [ bib | http://www.bdigital.unal.edu.co/51736/1/71748820.2015.pdf ]

C. A. Gómez, J. Espinosa, L. Montenegro, and A. V. Boxtel, “CFD simulation for reduced energy costs in tubular photobioreactors using wall turbulence promoters,” Algal Reseach, vol. 12, pp. 1-9, 2015. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S2211926415300217 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S2211926415300217 ]

L. G. cortes, “Coordinación de semáforos unimodales y multimodales en una red de tráfico urbano,” Master's thesis, Universidad Nacional de Colombia - Sede Manizales, Medellin, Colombia, 2015. [ bib ]

J. E. Castaño Velásquez, “Control Predictivo para un Reactor por Lotes de Policondensación,” Master's thesis, Universidad Nacional de Colombia. Sede Medellín, 2015. [Online]. Available: http://www.bdigital.unal.edu.co/45111/ [ bib | http://www.bdigital.unal.edu.co/45111/ ]

A. Marquez and J. Espinosa, “Hierarchical Robust real time optimization with zone control.” Phd, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2015. [ bib ]

C. R. Portilla, “Desarrollo de un modelo dinámico de tráfico multimodal (automóviles, articulados, peatones y bicicletas) con fines de control,” Master's thesis, Universidad Nacional de Colombia - Sede Manizales, Medellin, Colombia, 2015. [ bib ]

Espinosa Jairo, G. Castellanos-Dominguez, A. M. Álvarez Mesa, C. Castro-Hoyos, and J. D. Martínez-Vargas, “Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information,” Lecture Notes in Ccomputer Sciencce, vol. 9117, pp. 452-459, 2015. [Online]. Available: http://rd.springer.com/chapter/10.1007/978-3-319-19390-8_51 [ bib | http://rd.springer.com/chapter/10.1007/978-3-319-19390-8_51 ]

F. Valencia, J. D. Lopéz, A. Nuñez, C. Portilla, L. G. Cortes, J. Espinosa, and B. De Schutter, “Congestion Management in Motorways and Urban Networks Through a Bargaining Game Based Coordination Mechanism,” in Game Theoretic Analysis of Congestion, Safety and Security. Springer International Publishing, 2015, pp. 1-40. [Online]. Available: http://rd.springer.com/chapter/10.1007/978-3-319-11674-7_1 [ bib | http://rd.springer.com/chapter/10.1007/978-3-319-11674-7_1 ]

Ardila Franco, Camilo, “Optimizacion de los hiper-parametros para solucion del problema inverso del EEG,” pregrado electrica, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2015. [ bib ]

F. Valencia, D. Sáez, J. Collado, F. Ávila, A. Marquez, and J. Espinosa, “Robust Energy Management System Based on Interval Fuzzy Models,” IEEE Transactions on Control Systems Technology, vol. 24, no. 1, pp. 140-157, 2015. [ bib | DOI ]

A. Marquez, J. Patiño, and J. Espinosa, “Min-Max Economic Model Predictive Control,” J.W Marrott Hotel, LA California, Dec. 2014, pp. 1-6. [Online]. Available: http://control.disp.uniroma2.it/CDC2014/ [ bib | http://control.disp.uniroma2.it/CDC2014/ ]

L. G. Cortés, C. Portilla, and J. Espinosa, “Control Predictivo Basado en Modelo (MPC) para Tráfico Multimodal de Buses Articulados, Vehículos y Peatones en la Ciudad de Medellín,” Cancún, Quintana Roo, México, Oct. 2014, pp. 1-6. [ bib ]

L. G. Cortés, A. A. Villa, D. d. J. Perez, E. Perez, and J. Espinosa, “Modeling the Influence of Colombian Relief Mountain Area on The Atmospheric Electric Field Deformation,” Shanghai, China, Oct. 2014, pp. 1-6. [ bib ]

P. Deossa, A. Marquez, and J. Espinosa, “Integration of Economic MPC with energy load andprice estimation using Holt Winters models,” Pontificia Universidad Javeriana, Bogota, Oct. 2014. [Online]. Available: http://www.ing.unal.edu.co/eventos/cseela14/html/lugar.html [ bib | http://www.ing.unal.edu.co/eventos/cseela14/html/lugar.html ]

A. A. Villa and J. Espinosa, “Thunderstorm Location Using Electrostatic Field Sensor Network,” A. Marquez, Ed., Cartagena, Colombia, Oct. 2014, pp. 1-5. [ bib ]

C. Portilla, A. Marquez, and J. Espinosa, “Control Óptimo de Tráfico Vehicular Urbano Basado en un Esquema Estimador-Controlador,” Cancún, Quintana Roo, México, Oct. 2014, pp. 1-7. [ bib ]

Juan Sebastian Molina, Alejandro Marquez, and Jairo Espinosa, “Control predictivo con restricciones económicas,” Cartagena-Colombia, Oct. 2014, pp. 1-5. [ bib ]

E. H. Lopera-Mazo, F. Valencia-Arroyave, and J. Espinosa, “Secondary Voltage Regulation Based on Average Voltage Control,” Medellín, Colombia, Oct. 2014, pp. 1-10. [ bib ]

J. Patiño, A. Marquez, and J. Espinosa, “An economic MPC approach for a microgrid energy management system.” IEEE, Sep. 2014, pp. 1-6. [ bib ]

A. Marquez, J. Espinosa, and P. Deossa, “Integration of Economic MPC, energy load and price estimation with Holt Winters models,” vol. 7. Hotel intercontinental- Medellin, Medellin, Colombia: IEEE, Sep. 2014, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6943281 [ bib | DOI | http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6943281 ]

J. Espinosa, M. Arboleda, N. Duque, J. Gomez, W. Amador, N. Ortiz, J. Tobon, E. Perez, F. Valencia, M. Cifuentes, M. Giraldo, S. Salazar, and N. J. Castrillon, “Hierarchical and Distributed State Estimation for Power Systems: The Colombia Case,” Palacio del Congreso Paris. Francia, Aug. 2014, pp. 1-8. [ bib ]

A. Acosta, J. Espinosa, and J. E. Espinosa, “TraCI4matlab: Re-engineering the Python implementation of the TraCI interface.” Zentrum für Luft - und Raumfahrt e.V.: Deutsches Zentrum für Luft - und Raumfahrt e.V., May 2014, pp. 145-156. [Online]. Available: http://sumo.dlr.de/2014/conference.html [ bib | http://sumo.dlr.de/2014/conference.html ]

P. Deossa, A. Marquez, and J. Espinosa, “Robust model predictive control for short term management of energy portfolios,” in Special Issue in Business Analytics, BAFI 2014 Conference, 2014, pp. 1-19. [Online]. Available: http://www.bafi.cl/ [ bib | http://www.bafi.cl/ ]

R. Ochoa, M. Davies, A. Flórez, J. Espinosa, and C. Muskus, “Prediction of Potential Kinase Inhibitors in Leishmania spp. through a Machine Learning and Molecular Docking Approach,” in Advances in Computational Biology. Springer International Publishing, 2014, vol. 232, pp. 63-70. [Online]. Available: http://link.springer.com/chapter/10.1007/978-3-319-01568-2_9 [ bib | http://link.springer.com/chapter/10.1007/978-3-319-01568-2_9 ]

Duque Muñoz Leonardo, Castellanos Domínguez Cesar, and J. Espinosa, “Identification and monitoring of brain activity based on stochastic relevance analysis of short-time EEG rhythms,” BioMedical Engineering OnLine, vol. 13, no. 123, p. 25, 2014. [Online]. Available: http://www.biomedical-engineering-online.com/content/13/1/123/abstract [ bib | DOI | http://www.biomedical-engineering-online.com/content/13/1/123/abstract ]

L. G. Cortés, C. Portilla, F. Valencia, J. D. Lopéz, J. Espinosa, A. Nuñez, and B. D. Schutter, “An Assessment of Novel Optimal Control Scheme Based on Hierarchical and Distributed Structure in Urban Traffic Networks,” Special Issue of Transportation Research Part C, pp. 1-14, 2014, no se publico. [ bib ]

Cesar A, Cartagena, “Estimación del espectro direccional del oleaje mediante procesamiento digital de imágenes.” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2014. [ bib ]

H. Montegranario and J. Espinosa, Variational Regularization of 3D Data Experiments with MATLAB, 1st ed., ser. Springer Briefs in Computer Science. Alemania: Springer, 2014. [Online]. Available: http://dl.acm.org/citation.cfm?id=2611155 [ bib | http://dl.acm.org/citation.cfm?id=2611155 ]

J. D. López, V. Litvak, J. Espinosa, K. Friston, and G. R. Barnes, “Algorithmic procedures for Bayesian MEG/EEG source reconstruction in SPM,” NeuroImage, vol. 84, pp. 476-487, 2014. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1053811913009361 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S1053811913009361 ]

Buitrago Velez Juan Camilo, “Sintonización de control PI para manejo de pH en condensados del sistema de vapor para generación eléctrica en la central termoeléctrica, La Sierra.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2014. [ bib ]

J. M. Maestre, M. A. Ridao, A. Kozma, C. Savorgnan, M. Diehl, M. D. Doan, A. Sadowska, T. Keviczky, B. De Schutter, H. Scheu, W. Marquardt, F. Valencia, and J. Espinosa, “A comparison of distributed MPC schemes on a hydro-power plant benchmark,” Optimal Control Applications and Methods, vol. 36, pp. 305-332, 2014. [Online]. Available: http://onlinelibrary.wiley.com/doi/10.1002/oca.2154/abstract [ bib | DOI | http://onlinelibrary.wiley.com/doi/10.1002/oca.2154/abstract ]

F. Valencia, J. López, J. Patiño, and J. Espinosa, “Bargaining Game Based Distributed MPC,” in Distributed Model Predictive Control Made Easy. Netherlands: Springer Netherlands, 2014, vol. 69, pp. 41-56. [Online]. Available: http://link.springer.com/chapter/10.1007/978-94-007-7006-5_2# [ bib | http://link.springer.com/chapter/10.1007/978-94-007-7006-5_2# ]

A. M. Erazo Erazo, “Modelo y Simulacion de Actividad Electrica Neuronal para Generacion Sintetica de EEG,” Master's thesis, Universidad Nacional de Colombia - Sede Manizales, 2014. [Online]. Available: http://www.bdigital.unal.edu.co/39930/ [ bib | http://www.bdigital.unal.edu.co/39930/ ]

J. Espinosa, E. Perez, F. Valencia, M. Giraldo, and S. Salazar, “Reconciliación de Estado Distribuida con Medición Fasorial Sincronizada,” Medellin, Colombia, Nov. 2013, pp. 1-36. [ bib ]

Alejandro Marquez and J. Espinosa, “Min-Max MPC with zone control using convex programming,” Oct. 2013, pp. 1-7. [ bib ]

F. Valencia, J. Patiño, and J. Espinosa, “Performance simulation of wind farm integration into the power system,” Sheraton, Santiago de Chile, Sep. 2013, pp. 1-6. [ bib ]

Nunez, Alfredo, Espinosa Jairo, C. Ocampo Martinez C., B. De Schutter, and F. Valencia F, “A Multiobjective-Based Switching Topology for Hierarchical Model Predictive Control Applied to a Hydro-Power Valley,” F. Pedro, Ed., Chengdu, china, Sep. 2013, pp. 534-539. [Online]. Available: http://www.iri.upc.edu/publications/show/1424 [ bib | DOI | http://www.iri.upc.edu/publications/show/1424 ]

Cartagena, Cesar, Osorio A., and J. Espinosa, “Peak period and wave direction estimates from timestack images using image processing,,” Cartagena, Aug. 2013, pp. 274-275. [Online]. Available: http://senalmar.com.co/ [ bib | http://senalmar.com.co/ ]

Valencia, Felipe, J. Patiño, Jose David Lopez, and J. Espinosa, “Game Theory Based Distributed Model Predictive Control for a Hydro-Power Valley Control,” X. Yugeng, Ed. Shanghai, China: Xi, Yugeng, Jul. 2013, pp. 538-544. [Online]. Available: http://www.ifac-papersonline.net/Detailed/61037.html [ bib | DOI | http://www.ifac-papersonline.net/Detailed/61037.html ]

J. Lopez, L. Troebinger, W. Penny, J. Espinosa, and G. Barnes, “Cortical surface reconstruction based on MEG data and spherical harmonics,” at the Osaka International Convention Center, in Osaka, Japan., Jul. 2013, pp. 6449-6452. [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6611031 [ bib | DOI | http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6611031 ]

M. Giraldo, F. Valencia, J. D. López, and J. Espinosa, “Evaluation and Comparison of Kalman-Filter-Based Distributed State Estimators for Large-Scale Systems,” X. Yugeng, Ed., vol. 13. Shanghai, China: International Federation of Automatic Control, Jul. 2013, pp. 188-193. [Online]. Available: http://www.ifac-papersonline.net/Detailed/60921.html [ bib | DOI | http://www.ifac-papersonline.net/Detailed/60921.html ]

M. Alejandro, J. Espinosa, P. Deossa, and C. A. Gómez, “Hierarchical Control of Large Scale Systems: A Zone Control Approach,” X. Yugeng, Ed., vol. 13, Shanghai Jiao Tong UniversityChina, Jul. 2013, pp. 438-443. [Online]. Available: http://www.ifac-papersonline.net/Detailed/61003.html [ bib | DOI | http://www.ifac-papersonline.net/Detailed/61003.html ]

A. Nuñes, B. De Schutter, C. Portilla, F. Valencia, and J. Espinosa, “Including bicycling in a multimodal urban street intersection: a model-based predictive control approach,” San Pedro de Atacama, Chile, Jun. 2013, pp. 1-4. [Online]. Available: http://amca.mx/AMCA2/indice.html [ bib | http://amca.mx/AMCA2/indice.html ]

C. Portilla, L. G. Cortes, F. Valencia, J. D. López, J. Espinosa, A. Núñez, and B. D. Schutter, “Decentralized model-based predictive control for urban traffic control,” San Pedro de Atacama, Chile, May 2013, pp. 1-5. [Online]. Available: http://www.isci.cl/tristan/data/Traffic/TRISTAN8_paper_104.pdf [ bib | http://www.isci.cl/tristan/data/Traffic/TRISTAN8_paper_104.pdf ]

R. Rios, J. D. Ospina, A. Le Maitre, G. Cazoulat, R. Mathieu, Antoine Simon, V. Beckendorf, O. Acosta, J. Espinosa, and R. de Crevoisier, “Modifying the planned dose volume histogram to estimate the normal tissue complication probability,” Bordeaux, France, Apr. 2013, p. 1. [Online]. Available: http://www.rits2013.fr/ [ bib | http://www.rits2013.fr/ ]

R. Rios, A. Le Maitre, G. Cazoulat, O. Acosta, J. Espinosa, and R. de Crevoisier, “Prediction of cumulative DVH in Prostate Cancer IGRT with PLS model,” Ginebra Suiza, Apr. 2013, pp. 1-17. [ bib ]

A. I. Oviedo, “Collaborative Cluistering for Complex Multimedia Objects.” Phd, Universidad de Antioquia, Medellin, Colombia, 2013. [ bib ]

A. Marquez, C. Gomez, J. Espinosa, and Felipe V alencia, “Hierarchical control using zone control for a Hydro Power Valley,” 2013, pp. 1-6. [ bib ]

M. Giraldo, “Evaluation of convergence and computational efficiency of distributed state estimation techniques for large-scale systems,” Master's thesis, Universidad Nacional de Colombia - Sede Manizales, Manizales, 2013. [Online]. Available: http://www.bdigital.unal.edu.co/9462/ [ bib | http://www.bdigital.unal.edu.co/9462/ ]

A. Marquez and J. Espinosa, “Min-Max Model Predictive Control using convex programming,” Min-Max Model Predictive Control using convex programming, pp. 1-15, 2013. [ bib ]

C. Ardila Franco, “Distributed approaches for solving the EEG/MEG inverse problem,” pregrado-cotrol, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2013. [ bib ]

Garcia Rivera Pablo, “Control predictivo basado en modelo hibrido de un reactor por lotes de policondensación,” Master's thesis, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2013. [ bib ]

A. Marquez, P. Deossa, and J. Espinosa, “Robust integration of Model Predictive Control and Dynamic Real Time Optimization,” 2013, pp. 1-7. [ bib ]

Esteban Jiménez, Oscar Jaramillo, Héctor Botero, and Espinosa, Jairo Espinosa, “Sistema de control de frenado para un modelo de tren,” Ingenio Magno, vol. 4, no. 1, pp. 68-74, 2013. [Online]. Available: http://revistas.ustatunja.edu.co/index.php/ingeniomagno/article/view/753 [ bib | http://revistas.ustatunja.edu.co/index.php/ingeniomagno/article/view/753 ]

Barrientos Gil, Jorge A, “Diseño de un estimador de estados distribuidos para un sistema electrico de potencia a partir de las medicines fasoriales sincronizadas.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2013. [ bib ]

A. Marquez, J. Espinosa, and D. Odloak, “Model reduction using proper orthogonal decomposition and predictive control of distributed reactor system,” Journal of Control Science and Engineering, pp. 1-19, 2013. [Online]. Available: http://dl.acm.org/citation.cfm?id=2514077 [ bib | DOI | http://dl.acm.org/citation.cfm?id=2514077 ]

P. Deossa, A. Marquez, and J. Espinosa, “Towards optimal investment portfolio management wih hierarhical contol for energy markets.” Barranquilla, Colombia: IEEE, Oct. 2012, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6478913 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6478913 ]

F. Valencia, J. Patiño, and J. Espinosa, “A performance comparison for wind power integration into the grid system.” Barranquilla, Colombia: IEEE, Oct. 2012, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&queryText=A+performance+comparison+for+wind+power+integration+into+the+grid+systems [ bib | DOI | http://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&queryText=A+performance+comparison+for+wind+power+integration+into+the+grid+systems ]

C. Ardila Franco, J. Lopez Hincapie, and J. Espinosa, “Neural activity reconstruction with MEG/EEG data considering noise regularization,” Medellin, Colombia, Sep. 2012, pp. 25-29. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6340551&queryText%3DNeural+activity+reconstruction+with+MEG%2FEEG+data+considering+noise+regularization [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6340551&queryText%3DNeural+activity+reconstruction+with+MEG%2FEEG+data+considering+noise+regularization ]

F.J. Martinez-Tabares, J. Espinosa, and G. Castellanos-Dominguez, “Improvement of ECG signal quality measurement using correlation and diversity-based approaches,” San Diego C.A, Aug. 2012, pp. 4295-4298. [Online]. Available: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6346916 [ bib | DOI | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6346916 ]

Portilla, Christian, F. Valencia, J. D. Lopez, J. Espinosa, and A. Nuñes, “Non-Linear Model Predictive Control Based on Game Theory for Traffic Control on Highways,” L. Mircea, Ed., Noordwijkerhout, the Netherlands, Aug. 2012, pp. 436-441. [Online]. Available: http://www.ifac-papersonline.net/Detailed/55173.html [ bib | DOI | http://www.ifac-papersonline.net/Detailed/55173.html ]

M. Giraldo, F. Valencia, J. D. López, and J. Espinosa, “Moving horizon estimator to compensate control actions measurement delay in model predictive control schemes,” Leuven, Belgium, Aug. 2012, p. 1. [ bib ]

J. Lopez, J. Espinosa, and G. Barnes, “Random location of multiple sparse priors for solving the MEG/EEG inverse problem.” San Diego C.A: IEEE, Aug. 2012, pp. 1534-1537. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6346234 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6346234 ]

C. Portilla, L. G. Cortes, F. Valencia, J. D. López, and J. Espinosa, “Control Óptimo de Tráfico Urbano y en Autopistas (Optimal Control of Urban and Highway Traffic).” Bogotá, Colombia: IEEE, Aug. 2012, pp. 1-6. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6365374&queryText%3DIEEE+Colombian+Intelligent+Transportation+Systems+Symposium+%28CITSS%29 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6365374&queryText%3DIEEE+Colombian+Intelligent+Transportation+Systems+Symposium+%28CITSS%29 ]

J. D. López, W. D. Penny, J. Espinosa, and G. R. Barnes, “A general Bayesian treatment for MEG source reconstruction incorporating lead field uncertainty,” NeuroImage, vol. 60, no. 2, pp. 1194-1204, 2012. [ bib | DOI ]

J. D. Lopez, G. R. Barnes, and J. Espinosa, “Single MEG/EEG Sourse Reconstruction With Multiple Sparse Priors and Variable Patches,” Dyna, vol. 174, pp. 136-144, 2012. [Online]. Available: http://cat.inist.fr/?aModele=afficheN&cpsidt=26276308 [ bib | http://cat.inist.fr/?aModele=afficheN&cpsidt=26276308 ]

Bedoya Pulgarin, Milton D and Espinosa, Jairo, “Diseño de un Control Predicitivo para Convertidores AC/DC y DC/AC Aplicado en Sistemas de Generación de enegía Eléctrica.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2012. [ bib ]

Rodriguez R, Andres F and Bedoya Correa, Esteban, “Control predictivo basado en un modelo reducido para un valle de generación de energía eléctrica.” Pregrado, Universidad Nacional De Colombia, Sede Medellín., Medellin, Colombia, 2012. [ bib ]

L. G. Ocaña Cortes and J. Espinosa, “Modelamiento de la Influencia del Relieve en las Deformaciones del Campo Eléctrico Atmosférico en el Valle de Aburra.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2012. [ bib ]

E. G. Insuasty Moreno, “Ubicación óptima de sensores y una técnica de reducción de modelos para el modelamiento de sistemas de parámetros distribuidos= Optimal sensor placement and a model order reduction technique for the modeling of distributed parameter systems,” Master's thesis, Universidad Nacional de Colombia-Sede Manizales, Medellin, Colombia, 2012. [Online]. Available: http://www.bdigital.unal.edu.co/5992/ [ bib | http://www.bdigital.unal.edu.co/5992/ ]

C. R. Portilla Caicedo and J. Espinosa, “Teoria de Juegos Aplicada al Contro de Táfico,” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2012. [ bib ]

J. D. Lopez, “MEG/EEG brain imaging based on Bayesian algorithms for ill-posed inverse problems,” Phd, Universidad Nacional, Manizales, 2012. [Online]. Available: http://core.kmi.open.ac.uk/download/pdf/11058260.pdf [ bib | http://core.kmi.open.ac.uk/download/pdf/11058260.pdf ]

F. Valencia Arroyave, “Game theory based distributed model predictive control: an approach to large-scale systems control,” Phd, Universidad Nacional de Colombia, Sede Medellín, Medellin, Colombia, 2012. [Online]. Available: http://www.bdigital.unal.edu.co/8401/ [ bib | http://www.bdigital.unal.edu.co/8401/ ]

L. A. Alvarez and J. Espinosa, “Methodology based on SVD for control structure design,” Latin American applied research, vol. 42, no. 3, pp. 245-245, 2012. [ bib | DOI ]

C. E. A. Fuentes, “Implementación del filtro de Kalma en la obtención de hiper parámetros del algoritmo múltiple Sparse Priors.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2012. [ bib ]

P. A. Deossa, “Optimización de portafolios de inversión aplicando control predictivo/Investment portfolio optimization with predictive control,” Master's thesis, Universidad Nacional de Colombia, Sede Medellín, Medellin, Colombia, 2012. [Online]. Available: http://www.bdigital.unal.edu.co/6634/ [ bib | http://www.bdigital.unal.edu.co/6634/ ]

C. Portilla, “Control Predictivo no Lineal Basado en Teoría de Juegos para el Control de Tráfico Vehicular en Autopistas.” Pregrado, Universidad Nacional de Colombia-Sede Medellin, Medellín, 2012. [ bib ]

F. Valencia, J. López, A. Márquez, and J. Espinosa, “Moving horizon estimator for measurement delay compensation in model predictive control schemes.” Orlando FL.: IEEE, Dec. 2011, pp. 6678-6683. [Online]. Available: http://www.ieeecss.org/CAB/conferences/cdcecc2011/ [ bib | DOI | http://www.ieeecss.org/CAB/conferences/cdcecc2011/ ]

A. Marquez, C. Gomez, P. Deossa, and J. Espinosa, “Infinite Horizon MPC and model reduction applied to large scale chemical plant.” Bogotá, Colombia: IEEE, Oct. 2011, pp. 1-6. [Online]. Available: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6086842&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6086842 [ bib | DOI | http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6086842&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6086842 ]

J. Castaño, J. A. Patiño, and J. Espinosa, “Model identification for control of a distillation column.” Bogotá, Colombia: IEEE, Oct. 2011, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6086832&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F6078719%2F6086789%2F06086832.pdf%3Farnumber%3D6086832 [ bib | DOI | http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6086832&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F6078719%2F6086789%2F06086832.pdf%3Farnumber%3D6086832 ]

L. G. Cortes, C. Portilla, A. Marquez, and J. Espinosa, “Centralized and Decentralized LQR for a Two Reactors Chain and Flash System,” Bogotá, Colombia, Oct. 2011, pp. 1-6. [Online]. Available: http://www.cvent.com/events/2011-ieee-larc-ccac/archived-f92d106f6ab34cbea77ba46331e8bd2f.aspx [ bib | http://www.cvent.com/events/2011-ieee-larc-ccac/archived-f92d106f6ab34cbea77ba46331e8bd2f.aspx ]

P. Deossa, J. Patiño, J. Espinosa, and F. Valencia, “A comparison of Extended Kalman Filter and Levenberg-Marquardt methods for neural network training,” Bogotá, Colombia, Oct. 2011, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6086835 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6086835 ]

L. Jose, J. Espinosa, and J. R. Agudelo, “LQR Control for Speed and Torque of Internal Combustion Engines,” B. Sergio, Ed., vol. 18, Milán, Italia, Aug. 2011, pp. 2230-2235. [Online]. Available: http://www.ifac-papersonline.net/Detailed/48213.html [ bib | DOI | http://www.ifac-papersonline.net/Detailed/48213.html ]

Felipe Valencia, J. Espinosa, B. Schuter, and S. Katerina, “Feasible-Cooperation Distributed Model Predictive Control Scheme Based on Game Theory,” vol. 18, Universidad Catolica del Sagrado Corazon, Milan, Italy, Aug. 2011, pp. 386-391. [Online]. Available: http://pub.deschutter.info/abs/11_020.html [ bib | DOI | http://pub.deschutter.info/abs/11_020.html ]

J. Lopez and J. Espinosa, “Spatio-temporal EEG brain imaging based on reduced Kalman filtering,” in 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER). Cancún, México: IEEE, May 2011, pp. 64-67. [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5910489 [ bib | DOI | http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5910489 ]

J. López, F. Valencia, and J. Espinosa, “EEG brain imaging based on Kalman filtering and subspace identification.” Bogotá, Colombia: IEEE, Feb. 2011, pp. 1-4. [Online]. Available: http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=17395 [ bib | DOI | http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=17395 ]

I. Alvarado, D. Limon, D. Muñoz de la Peña, J. M. Maestre, M. A. Ridao, H. Scheu, W. Marquardt, R. R. Negenborn, B. De Schutter, F. Valencia, and J. Espinosa, “A comparative analysis of distributed MPC techniques applied to the HD-MPC four-tank benchmark,” Journal of Process Control, vol. 21, no. 5, pp. 800-815, 2011. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0959152411000485 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S0959152411000485 ]

V. Pérez, J. Bustamante, M. J. Betancur, J. Espinosa, and Z. Nawrat, “Desarrollo de un modelo generalizado para realimentación de fuerza y torque en cirugía cardiotorácica robótica mínimamente invasiva: determinación de condiciones y restricciones,” Rev. colomb. cardiol, vol. 18, no. 4, pp. 185-191, 2011. [Online]. Available: http://bases.bireme.br/cgi-bin/wxislind.exe/iah/online/?IsisScript=iah/iah.xis&src=google&base=LILACS&lang=p&nextAction=lnk&exprSearch=614208&indexSearch=ID [ bib | http://bases.bireme.br/cgi-bin/wxislind.exe/iah/online/?IsisScript=iah/iah.xis&src=google&base=LILACS&lang=p&nextAction=lnk&exprSearch=614208&indexSearch=ID ]

G. Gins, B. Pluymers, I. Y. Smets, J. Espinosa, and J. F. M. Van Impe, “Prediction of Batch-End Quality for an Industrial Polymerization Process,” in Advances in Data Mining. Applications and Theoretical Aspects, P. Perner, Ed. Springer Berlin Heidelberg, 2011, pp. 314-328. [Online]. Available: http://link.springer.com/10.1007/978-3-642-23184-1_24 [ bib | http://link.springer.com/10.1007/978-3-642-23184-1_24 ]

J. D. López, J. Espinosa, and J. Agudelo, “Decoupled control for internal combustion engines research test beds,” Revista Facultad de Ingeniería, vol. 59, pp. 23-31, 2011. [Online]. Available: http://aprendeenlinea.udea.edu.co/revistas/index.php/ingenieria/article/view/13751 [ bib | http://aprendeenlinea.udea.edu.co/revistas/index.php/ingenieria/article/view/13751 ]

V. M. Hernadez Velasquez and J. Espinosa, “Control y automatización de la presión positiva y la temperatura del recinto de amargos y azúcares en la planta de producción en la Nacional de Chocolates en Bogotá,” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2011. [ bib ]

J. A. P. Puerta Sepulveda and J. Espinosa, “Simulación de una estrategia de estimación distribuida en un sistema de tráfico urbano,” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2011. [ bib ]

R. Rios, C. A. Ramos-Paja, and J. Espinosa, “Non-linear state space model and control strategy for PEM fuel cell systems,” DYNA Journal, vol. 78, no. 166, pp. 60-67, 2011. [Online]. Available: http://www.bdigital.unal.edu.co/5425/ [ bib | http://www.bdigital.unal.edu.co/5425/ ]

A. Márquez Ruíz, “Reducción de modelos dinámicos usando POD para sistemas con reacción, convección y difusión radial y axial con aplicaciones en simulación y control,” Master's thesis, Universidad Nacional de Colombia, Sede Medellín, Medellin, Colombia, 2011. [Online]. Available: http://www.bdigital.unal.edu.co/4463/ [ bib | http://www.bdigital.unal.edu.co/4463/ ]

J. Patiño, “Esquemas de localización de nodos móviles en redes ad-hoc basados en filtros de Kalman= Kalman-based schemes for mobile nodes localization in ad-hoc networks,” Master's thesis, Universidad Nacional de Colombia-Sede Manizales, Manizales, 2011. [Online]. Available: http://www.bdigital.unal.edu.co/4435/ [ bib | http://www.bdigital.unal.edu.co/4435/ ]

E. Rendón Palacio, “Diseño de un controlador predictivo de temperatura para productos cárnicos durante su proceso de cocción= Design of a predictive temperature controller for meat products during cooking process,” Master's thesis, Universidad Nacional de Colombia-Sede Manizales, Manizales, Colombia, 2011. [Online]. Available: http://www.bdigital.unal.edu.co/4757/ [ bib | http://www.bdigital.unal.edu.co/4757/ ]

V. Perez and J. Espinosa, “Desarrollo de una metodología de realimentación de fuerza y torque en cirugía robótica minimamente invasiva,” Phd, Universidad Pontificia Bolivariana-sede Medellin, Medellin, Colombia, 2011. [ bib ]

O. Agudelo, J. Espinosa, and B. De Moor, “Reduction of the computational burden of POD models with polynomial nonlinearities,” in 2010 49th IEEE Conference on Decision and Control (CDC), Atlanta, GA, Dec. 2010, pp. 3457-3462. [Online]. Available: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5717692&tag=1 [ bib | DOI | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5717692&tag=1 ]

R. Rios and J. Espinosa, “A Multi-dimensional Residual Functional for Obtaining the POD Coefficients in Model Reduction.” Bogotá, Colombia: IEEE, Sep. 2010, pp. 1-6. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5633415 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5633415 ]

J. Patiño, J. Espinosa, and R. E. Correa, “A comparison of Kalman-based schemes for localization and tracking in sensor systems.” Bogotá, Colombia: IEEE, Sep. 2010, pp. 1-5. [Online]. Available: http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5608543 [ bib | DOI | http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5608543 ]

A. Marquez, J. Espinosa, and D. Odloak, “IHMPC and POD to the control of a non-isothermal tubular reactor,” vol. 9, Leuven, Belgium, Jul. 2010, pp. 445-450. [Online]. Available: http://dl.acm.org/citation.cfm?id=2514077 [ bib | DOI | http://dl.acm.org/citation.cfm?id=2514077 ]

V. D. Gómez Valencia and J. Espinosa, “Control de un polimerizador por lotes,” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2010. [ bib ]

A. Marquez, Hernan D. Alvarez, and J. Espinosa, “Modeling and control of a pilot solid phase polymerization reactor,” 2010. [ bib ]

J. Lopez and J. Espinosa, “Recursive EEG dipole source localization based on physiological Constrains,” 2010, pp. 1-5. [ bib ]

A. F. Flórez, D. Park, J. Bhak, B.-C. Kim, A. Kuchinsky, J. H. Morris, J. Espinosa, and C. Muskus, “Protein network prediction and topological analysis in Leishmania major as a tool for drug target selection,” BMC Bioinformatics, vol. 11, no. 1, pp. 1-9, 2010. [Online]. Available: http://www.biomedcentral.com/1471-2105/11/484/abstract [ bib | DOI | http://www.biomedcentral.com/1471-2105/11/484/abstract ]

H. Montegranario, “A regularization approach for reconstruction and visualization of 3-D data,” Phd, Universidad Nacional de Colombia. Sede Medellín, Medellin, Colombia, 2010. [Online]. Available: http://www.bdigital.unal.edu.co/3730/ [ bib | http://www.bdigital.unal.edu.co/3730/ ]

D. Arboleda, V. Valencia, J. Espinosa, and O. Ochoa Oscar, “Modelo Matemático para el Procesos Térmico de Productos Cárnicos de Geometria Cilindrica.” DYNA Journal, vol. 77, pp. 301-307, 2010. [Online]. Available: dyna.unalmed.edu.co/es/verResumen.php?id_articulo=a30v77n164 [ bib | dyna.unalmed.edu.co/es/verResumen.php?id_articulo=a30v77n164 ]

O. M. Agudelo, J. Espinosa, and B. De Moor, “Acceleration of nonlinear POD models: a neural network approach,” in Proceedings of the European Control Conference 2009 (ECC’09). budapest-Hungria: IEEE, Aug. 2009, pp. 1547-1552. [Online]. Available: ftp://www.interspeech2007.org/SISTA/ida/reports/08-188.pdf [ bib | ftp://www.interspeech2007.org/SISTA/ida/reports/08-188.pdf ]

Espinosa Jairo, O. Agudelo, and B. De Moor, “Acceleration of POD models with polynomial nonlinearities,” IEEE Transactions on Control Systems Technology, pp. 1-40, May 2009. [ bib ]

R. Rios, J. Espinosa, and C. E. Mejia, “El Uso de Descomposición en Valores Singulares para Tensores en Reducci´on de Modelos,” Cartagena - Colombia, Apr. 2009, pp. 1-5. [ bib ]

Pablo A. Deossa, “Entrenamiento de redes neuronales con filtros de Kalman,” Pregrado, Universidad Nacional de Colombia, 2009. [Online]. Available: http://www.bdigital.unal.edu.co/862/ [ bib | http://www.bdigital.unal.edu.co/862/ ]

R. Rios, “Métodos de descomposición en valores singulares para tensores,” Master's thesis, Universidad Nacional de Colombia, Medellin, Colombia, 2009. [ bib ]

J. F. G. Tirado and J. Espinosa, “Moving Horizon Estimators for Large-Scale Systems,” Journal of Control Engineering and Applied Informatics, vol. 11, no. 3, pp. 1-8, 2009. [Online]. Available: http://www.ceai.srait.ro/index.php/ceai/article/view/496 [ bib | http://www.ceai.srait.ro/index.php/ceai/article/view/496 ]

Arango Betancur Esteban, “Visión Artificial para la Identificación de Cocinetas y su Conteo en Industrias Haceb.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2009. [ bib ]

R. Rios, C. E. Mejia, and J. Espinosa, “Aproximaciones de Bajo rango de Tensores de Orden Superior en Reduccion de Modelos,” Cali - Colombia, 2009, pp. 1-2. [ bib ]

Gonzales Medina Victor Manuel, “Control predictivo de una unidad FCCU (fluid catalytic crude unit) usando INCA,” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2009. [ bib ]

O. M. Agudelo, “The application of proper orthogonal decomposition to the control of tubular reactors,” Phd, Katholieke Universiteit Leuven, 2009. [Online]. Available: ftp://ftp.esat.kuleuven.ac.be/pub/stadius/agudelo/reports/09-229.zip [ bib | ftp://ftp.esat.kuleuven.ac.be/pub/stadius/agudelo/reports/09-229.zip ]

O. Agudelo, M. Baes, J. Espinosa, M. Diehl, and B. De Moor, “Positive Polynomial Constraints for POD-based Model Predictive Controllers,” IEEE Transactions on Automatic Control, vol. 54, no. 5, pp. 988-999, 2009. [ bib | DOI ]

J. D. Lopez and J. Espinosa, “Automatización de un banco de ensayos para motores de combustión interna alternativos,” Master's thesis, Universidad de Antioquia, Medellin, Colombia, 2009. [ bib ]

O. L. Bustamante, “Sistema de Monitoreo de Temperaturas y Presiones para el Area de Generación de Frio de la Planta Procesadora de Colanta en San Pedro de los Milagros,” Pregrado, universidad Nacional de Colombia- Sede Medellin, Medellin, Colombia, 2009. [ bib ]

O. Agudelo, J. Espinosa, and B. De Moor, “Algorithm for reducing the number of constraints of POD-based predictive controllers.” Cancun, Mexico: IEEE, Dec. 2008, pp. 4743-4748. [ bib | DOI ]

V. A. Garcia and D. Botero, “Predictive vehicular flow control using support vector machines and fuzzy controllers,” Pregrado, Universidad de Antioquia, Medellín, Colombia, 2008. [ bib ]

L. A. Álvarez, “Metodología para el diseño de control total en planta,” Master's thesis, Tesis de Maestría, Universidad Nacional de Colombia, Medellín, Colombia, 2008. [ bib ]

A. I. Oviedo, “METODO DE FILTRADO DE PÁGINAS WEB BASADO EN EL ENSAMBLE DE CLASIFICADORES HIPERTEXTUALES,” Master's thesis, Universidad de Antioquia, Medellin, Colombia, 2008. [ bib ]

O. Agudelo, J. Espinosa, and B. De Moor, “POD-based predictive controller with temperature constraints for a tubular reactor,” New Orleans, LA. USA, Dec. 2007, pp. 3537-3542. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4434252&searchWithin%3Dp_First_Names%3AJairo%26searchWithin%3Dp_Last_Names%3AEspinosa%26matchBoolean%3Dtrue%26queryText%3D%28p_Authors%3AEspinosa%2C+Jairo%29 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4434252&searchWithin%3Dp_First_Names%3AJairo%26searchWithin%3Dp_Last_Names%3AEspinosa%26matchBoolean%3Dtrue%26queryText%3D%28p_Authors%3AEspinosa%2C+Jairo%29 ]

J. Bonilla, R. De Keyser, M. Diehl, and J. Espinosa, “Fast NMPC of a DC-DC converter: An Exact Newton real-time Iteration Approach.” IFAC-Elsevier, Aug. 2007, pp. 1-6. [Online]. Available: https://biblio.ugent.be/publication/383246/file/581749.pdf [ bib | https://biblio.ugent.be/publication/383246/file/581749.pdf ]

O. M. Agudelo, J. Espinosa, and B. De Moor, “Control of a tubular chemical reactor by means of POD and predictive control techniques,” in Proc. Eur. Control Conf.(ECC’07), Kos, Grecia, Jul. 2007, pp. 1547-1552. [Online]. Available: ftp://ftp.esat.kuleuven.ac.be/pub/pub/stadius/agudelo/reports/06-176.zip [ bib | ftp://ftp.esat.kuleuven.ac.be/pub/pub/stadius/agudelo/reports/06-176.zip ]

B. Vandecraen, J. Espinosa, B. Pluymers, D. R. Vinson, J. Ludlage, and W. Van Brempt, “An industrial approach for efficient modeling and advanced control of chemical batch processes,” in Proceedings of DYCOPS, Quinta Roo, Cancun, Mexico, Jun. 2007, pp. 1-6. [Online]. Available: http://www.nt.ntnu.no/users/skoge/prost/proceedings/dycops2007-and-cab2007/DYCOPS/Thursday/BatchProcessControl/T55_253_Paperstampedno.pdf [ bib | http://www.nt.ntnu.no/users/skoge/prost/proceedings/dycops2007-and-cab2007/DYCOPS/Thursday/BatchProcessControl/T55_253_Paperstampedno.pdf ]

J. Espinosa and J. Cardona, “Non linear space charge effects on transverse beam stability,” in IEEE Particle Accelerator Conference, 2007. PAC. Albuquerque, NM: IEEE, Jun. 2007, pp. 3247-3249. [ bib | DOI ]

J. D. Valencia and Espinosa Jairo, “Automatizacion y control de un horno de secado de madera,” Pregrado, Universidad Nacional de Colombia-Sede Medellin, Medellin, Colombia, 2007. [ bib ]

O. M. Agudelo, B. D. Moor, and J. Espinosa, “Control of a Tubular Reactor using POD and MPC (26 Benelux Meeting on Systems and Control- Book of Abstracts),” in 26th Benelux Meeting on Systems and Control, 2007, pp. 172-172. [ bib ]

A. Castaño, “Reducción de modelos por el método POD aplicado al control de perfil de temperatura de una placa bidimensional,” Master's thesis, Universidad Nacional de Colombia - Sede Medellín, Medellin, Colombia, 2007. [ bib ]

A. Marquez, “Control predictivo basado en modelos con reducción de modelos por el método de POD aplicado a un sistema de parametros distribuidos,” Pregrado, Universidad Nacional de Colombia - Sede Medellín, Medellin, Colombia, 2007. [ bib ]

I. Smets, S. Boon, T. Boelen, J. Espinosa, and J. Van Impe, “Inferring distillation product composition: a hybrid soft sensor approach,” in Preprints of the 8th International IFAC Symposium on Dynamics and Control of Process Systems, Vol. 3, Cancun, Mexico, 2007, pp. 1-6. [Online]. Available: http://www.nt.ntnu.no/users/skoge/prost/proceedings/dycops2007-and-cab2007/DYCOPS/Friday/InferentialSensorsAndControl/V71_134_Paper_stamped_no.pdf [ bib | http://www.nt.ntnu.no/users/skoge/prost/proceedings/dycops2007-and-cab2007/DYCOPS/Friday/InferentialSensorsAndControl/V71_134_Paper_stamped_no.pdf ]

M. Cabrera G., “Paralell training of linear transductive SVMs for automated text categorization,” Pregrado, Universidad Nacional de Colombia - Sede Medellín, Medellin, Colombia, 2007. [ bib ]

H. Montegranario and J. Espinosa, “A regularization approach for surface reconstruction from point clouds,” Applied Mathematics and Computation, vol. 188, no. 1, pp. 1-13, 2007. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S009630030601397X [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S009630030601397X ]

O. M. Agudelo, J. Espinosa, and B. De Moor, “Application of POD and Predictive Control Techniques to the control of the Temperature Profile of an one-dimensional bar,” in Proc. of the XII Latin-American Congress on Automatic Control (CLCA 2006), Salvador, Brasil, Oct. 2006. [Online]. Available: https://lirias.kuleuven.be/handle/123456789/180898 [ bib | https://lirias.kuleuven.be/handle/123456789/180898 ]

R. Rios, M. Rincon, and J. Espinosa, “Aproximación a un Modelo Fenomenológico de una Torre de Enfriamiento en Contracorriente.” Buenos Aires, Argentina, Aug. 2006, pp. 1-6. [ bib ]

G. Gins, J. Espinosa, W. Van Brempt, I. Smets, and J. V. Impe, “Dynamic time warping in the modelling of chemical batch reactors,” in Book of Abstracts 25th BeNeLux Meeting on Systems and Control, Heeze, The Netherlands, Mar. 2006, pp. 112-112. [Online]. Available: http://lirias.kuleuven.be/handle/123456789/212802 [ bib | http://lirias.kuleuven.be/handle/123456789/212802 ]

J. Espinosa, J. P. Vandewalle, and V. Wertz, Fuzzy logic, identification and predictive control. Springer, 2006. [Online]. Available: http://www.springer.com/engineering/electronics/book/978-1-85233-828-2?detailsPage=reviews [ bib | http://www.springer.com/engineering/electronics/book/978-1-85233-828-2?detailsPage=reviews ]

A. Oscar, J. Espinosa, and Vandewalle joss, “Control of the Synthesis Section of a Urea Plant by means of an MPC Controller,” Computer Aided Chemical Engineering, vol. 21, pp. 1305-1010, 2006. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1570794606802270 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S1570794606802270 ]

A. Muñoz, F. Chejne, J. Espinel, and C. Londoño, “Evaluación de la celulosa de papel y de las cenizas de carbón, como materiales aislantes alternativos,” Dyna, vol. 73, no. 148, pp. 1-9, 2006. [Online]. Available: http://www.redalyc.org/articulo.oa?id=49614801 [ bib | http://www.redalyc.org/articulo.oa?id=49614801 ]

J. Espinosa, T. Boelen, and P. Van Overschee, “Robust advanced PID control (RaPID): PID tuning based on engineering specifications,” IEEE Control Systems, vol. 26, no. 1, p. 8, 2006. [Online]. Available: http://ieeexplore.ieee.org/ielx5/5488303/33354/01580148.pdf?tp=&arnumber=1580148&isnumber=33354 [ bib | DOI | http://ieeexplore.ieee.org/ielx5/5488303/33354/01580148.pdf?tp=&arnumber=1580148&isnumber=33354 ]

G. Gins, J. Espinosa, I. Y. Smets, W. V. Brempt, and J. F. M. V. Impe, “Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction,” in Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, P. Perner, Ed. Springer Berlin Heidelberg, 2006, pp. 506-510. [Online]. Available: http://link.springer.com/chapter/10.1007/11790853_39 [ bib | http://link.springer.com/chapter/10.1007/11790853_39 ]

J. Espinosa and W. Van Brempt, “Predictive control of polymerization batch reactors using hybrid models,” Computer Aided Chemical Engineering, vol. 21, p. 6, 2006. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1570794606802312 [ bib | DOI | http://www.sciencedirect.com/science/article/pii/S1570794606802312 ]

R. Rios, “Estimación de la Humedad Absoluta del Aire de Salida de una Torre de Enfriamiento en Contracorriente Aplicando un Filtro de Kalman,” Pregrado, Universidad Nacional De Colombia, Sede Medellín. Facultad de minas, Medellin, Colombia, 2006. [ bib ]

O. E. Ortíz Velasquez, “Modelamiento Fenomenológico de una Torre de Enfriamiento de Agua Usando Aire en Contracorriente.” Pregrado, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia, 2006. [ bib ]

M. Agudelo, J. Espinosa, and J. Vandewalle, “Control of a Helicopter Laboratory Process using Fuzzy Techniques,” Journal of Intelligent & Fuzzy Systems, pp. 1-13, 2006. [Online]. Available: ftp://ftp.esat.kuleuven.ac.be/pub/stadius/agudelo/reports/06-74.zip [ bib | ftp://ftp.esat.kuleuven.ac.be/pub/stadius/agudelo/reports/06-74.zip ]

Jairo Espinosa, ,J Vandewalle, and V Wertz, “Fuzzy Modeling with Linguistic Integrity: A Tool for Data Mining,” in Fuzzy Logic, Identification and Predictive Control. Springer-Verlag, 2005, pp. 59-90. [Online]. Available: http://link.springer.com/10.1007/1-84628-087-7_3 [ bib | http://link.springer.com/10.1007/1-84628-087-7_3 ]

S. A. Orjuela, “Fast Feature Extraction in 3d Image,” Master's thesis, Universidad de Ibague, Ibague, 2005. [ bib ]

J. Soto, I. Castillo, and A. Gauthier, “Identificación y Control de Sistemas no Lineales Mediante Clustering y Gpc Usando Modelos Difusos Takagi-Sugeno,” Revista de Ingeniería, no. 19, pp. 150-157, 2004. [Online]. Available: http://ojsrevistaing.uniandes.edu.co/ojs/index.php/revista/article/view/449 [ bib | http://ojsrevistaing.uniandes.edu.co/ojs/index.php/revista/article/view/449 ]

J. Espinosa and J. Vandewalle, “Extracting linguistic fuzzy models from numerical data-afreli algorithm,” in Interpretability issues in fuzzy modeling. Springer, 2003, pp. 100-124. [Online]. Available: http://link.springer.com/chapter/10.1007/978-3-540-37057-4_5 [ bib | http://link.springer.com/chapter/10.1007/978-3-540-37057-4_5 ]

Jairo Espinosa, “Control lineal de sistemas multivariables,” Corporación Universitaria de Ibagué, 2003. [ bib ]

S. Vargas, C. A. Gómez, and J. Espinosa, “Microalgae Photobioreactor Design Based on Process and Growth Kinetics Mathematical Model,” vol. 137, pp. 16-26, 2002. [ bib ]

Jairo Espinosa and Joos Vandewalle, “Linguistic Integrity: A Framework for Fuzzy Modeling -AFRELI Algorithm,” in A New Paradigm of Knowledge Engineering by Soft Computing. Leuven, Belgium: WORLD SCIENTIFIC, 2001, vol. Volume 5, pp. 15-41. [Online]. Available: http://www.worldscientific.com/doi/abs/10.1142/9789812794604_0002 [ bib | http://www.worldscientific.com/doi/abs/10.1142/9789812794604_0002 ]

J. Espinosa and J. Vandewalle, “Constructing fuzzy models with linguistic integrity from numerical data-AFRELI algorithm,” IEEE Transactions on Fuzzy Systems, vol. 8, no. 5, pp. 1-10, 2000. [ bib | DOI ]

A. Gutierrez, “Fuzzy model-based predictive control for an hpde polymerization reactor,” Ph.D. dissertation, Katholieke Universiteit, Leuven, 2000. [ bib ]

J. Espinosa and J. Vandewalle, “The use of convex programming on fuzzy model based predictive control.” IEEE, Sep. 1999, pp. 411-416. [ bib | DOI ]

J. Espinosa and J. Vandewalle, “Constrained Predictive Control using Fuzzy Models,” in Proc. of the Eight International Fuzzy Systems Association World Congress (IFSA-99), Aug. 1999, pp. 1-7. [Online]. Available: http://lirias.kuleuven.be/handle/123456789/179111 [ bib | http://lirias.kuleuven.be/handle/123456789/179111 ]

J. Espinosa and J. Vandewalle, “Non-linear predictive control using fuzzy models and semidefinite programming.” New York, NY, USA: IEEE, Jun. 1999, pp. 174-178. [ bib | DOI ]

J. Espinosa and J. Vandewalle, “Fuzzy Control and PID,” Mar. 1999. [Online]. Available: https://lirias.kuleuven.be/handle/123456789/178996 [ bib | https://lirias.kuleuven.be/handle/123456789/178996 ]

Yves Bayens, “Non Linear Maps Between Physical Properties of Polymers and Process Conditions Using Neural Networks,” Master's thesis, Katholieke Universiteit Leuven, Leuven, Belgium, 1999. [ bib ]

A. I. Gutierrez, Espinosa Jairo, and De Keyser Robin, “Departement Elektrotechniek ESAT-SISTA/TR 1999-72 An Application of Neural Network based Predictive,” 1999. [ bib ]

Upegui, Margarita and Eduardo Gomez, “Diseño de un reconocedor de palabras aisladas dependiente del orador basado en redes neuronales,” Master's thesis, Universidad Tecnológico de Bolivar, Cartagena, 1999. [Online]. Available: http://catalogo.unired.edu.co/cgi-bin/koha/opac-detail.pl?biblionumber=170544 [ bib | http://catalogo.unired.edu.co/cgi-bin/koha/opac-detail.pl?biblionumber=170544 ]

J. Espinosa, M. Hadjili, V. Wertz, and J. Vandewalle, “Predictive control using fuzzy models-comparative study,” in European control conference, EUCA. Citeseer, Oct. 1998, pp. 1-13. [ bib ]

J. J. Espinosa, J. Vandewalle, J. Espinosa, and J. V, “Fuzzy Modeling with Linguistic Integrity,” Leuven, Belgium, May 1998, pp. 1-7. [ bib ]

J. Espinosa and J. Vandewalle, “Fuzzy modeling and identification, using afreli and fuzion algorithms,” Proceedings of the 5th. International Conference on Soft Computing IIZUKA-98Iizuka, pp. 535-540, 1998. [Online]. Available: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.8049&rep=rep1&type=pdf [ bib | http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.8049&rep=rep1&type=pdf ]

J. Espinosa and J. Vandewalle, “Fuzzy Modeling and System Identification,” 1998. [Online]. Available: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.4013&rep=rep1&type=pdf [ bib | http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.45.4013&rep=rep1&type=pdf ]

J. Espinosa and J. Vandewalle, “Predictive control using fuzzy models applied to a steam generating unit,” FLINS 98 3rd International Workshop on Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, pp. 151-160, 1998. [Online]. Available: http://www.researchgate.net/profile/Jairo_Espinosa/publication/2291321_Predictive_Control_Using_Fuzzy_Models_Applied_to_a_Steam_Generating_Unit/links/004635182c6f93e7dc000000.pdf [ bib | http://www.researchgate.net/profile/Jairo_Espinosa/publication/2291321_Predictive_Control_Using_Fuzzy_Models_Applied_to_a_Steam_Generating_Unit/links/004635182c6f93e7dc000000.pdf ]

J. Espinosa, P. Vanvuchelen, and Vandewalle joss, “Fuzzy Control for a Continuously Variable Transmission,” Katholieke Universiteit Leuven, pp. 1-6, 1998. [ bib ]

J. Espinosa, M. Montero, J. Hernando, F. Perez, I. Hidalgo, and M. Gallardo, “Coverage simulator for wireless networks,” in 1997 IEEE International Workshop on Factory Communication Systems, 1997. Proceedings. Barcelona: IEEE, Oct. 1997, pp. 149-156. [ bib | DOI ]

M. Gallardo, M. Montero, J. Hernando, F. Fontan, J. Espinosa, J. Gomez, and I. Hidalgo, “Future tendencies in factory environment radiocommunications.” IEEE, Oct. 1997, pp. 157-164. [Online]. Available: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=634295&searchWithin%3Dp_First_Names%3AJairo%26searchWithin%3Dp_Last_Names%3AEspinosa%26matchBoolean%3Dtrue%26queryText%3D%28p_Authors%3AEspinosa%2C+Jairo%29 [ bib | DOI | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=634295&searchWithin%3Dp_First_Names%3AJairo%26searchWithin%3Dp_Last_Names%3AEspinosa%26matchBoolean%3Dtrue%26queryText%3D%28p_Authors%3AEspinosa%2C+Jairo%29 ]

J. Espinosa and J. Vandewalle, “Fuzzy Modeling and Identification, A guide for the user,” Singapore, May 1997, pp. 1-8. [ bib ]

J. E. Aedo, J. Espinosa, W. A. Van Noije, and J. Vandewalle, “Modeling and design of digital complex CMOS gates using neuro-fuzzy logic systems,” Porto Alegre Brazil., Jan. 1997, pp. 67-76. [Online]. Available: https://lirias.kuleuven.be/handle/123456789/179347 [ bib | https://lirias.kuleuven.be/handle/123456789/179347 ]

A. Munoz, L. Munoz, Luis, and J. Espinosa, teoria de Control. El poira, 1996. [ bib ]

Espinosa, Jairo and Vandewalle, joss, “Tecnicas neuro-difusas. Una alternativa aplicable al control automatico,” May 1995, pp. 1-20. [ bib ]

J. Espinosa, P. Vanvuchelen, and J. Vandewalle, “Fuzzy scheduling to control a hydraulic servo system,” Journal A, vol. 36, no. 3, pp. 51-55, 1995. [Online]. Available: http://cat.inist.fr/?aModele=afficheN&cpsidt=2904847 [ bib | http://cat.inist.fr/?aModele=afficheN&cpsidt=2904847 ]

gomez Perez, Cesar A., “Optimización de fotobioreactores para el cultivo de micro algas - hacia la viabilidad del proceso de producción",” Phd, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia. [ bib ]

M. Giraldo, “"Kalman-Filter-Based Distributed State Estimators for Large-Scale Systems: An Unification Proposal ".” [ bib ]

J. Espinosa and W. V. Brempt, “Application of hybrid modeling to the control of batch and semibatch reactors,” pp. 1-4. [ bib ]

H. Alvarez and C. Gómez, “Preparación de mosto y fermentación,” in Libro blanco de la automatización y control en la industria azucarera. Cyted, pp. 255-276. [Online]. Available: http://control.usal.es/index.php/es/publicaciones [ bib | http://control.usal.es/index.php/es/publicaciones ]

P. Deossa, A. Marquez, and J. Espinosa, “Investment portfolio optimization with predictive control and moving horizon estimator,” pp. 1-14. [ bib ]

E. H. L. Mazo and J. Espinosa, “Control de Voltaje Coordinado.” Phd, Universidad Nacional De Colombia, Sede Medellín, Facultad de Minas, Medellin, Colombia. [ bib ]

César Cartagena, J. Espinosa, and Andrés F. Osorio, “Estimación del Periodo Pico del Oleaje a Partir de Imágenes Timestack.” pp. 1-23. [ bib ]

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