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Gonzalo Alberto Farias Castro

Profesor

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaiso, Chile

RECONOCIMIENTO DE PATRONES Y APRENDIZAJE AUTOMATICO; MODELADO, SIMULACION Y CONTROL DE SISTEMAS DINAMICOS; EDUCACION EN INGENIERIA

Ingeniería Civil Industrial Informática, Universidad Complutense de Madrid. Chile, 2001
Ingeniería Informática, Universidad Complutense de Madrid. España, 2013

Profesor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Ingeniería

valparaiso, Chile

2012 - A la fecha

Premio Universidad de la Frontera

UNIVERSIDAD DE LA FRONTERA

Chile, 2001

Premio al mejor egresado de la carrera
Premio etraordinario de Doctorado

UNIVERSIDAD COMPLUTENSE DE MADRID

España, 2013

Premio a mejores tesis doctorales


A Neural Network Approach for Building An Obstacle Detection Model by Fusion of Proximity Sensors Data Farias, Gonzalo; Fabregas, Ernesto; Peralta, Emmanuel; Vargas, Héctor; Hermosilla, Gabriel; Garcia ,Gonzalo; Dormido, Sebastián Article SENSORS (2018)
Face Recognition and Drunk Classification Using Infrared Face Images Hermosilla, Gabriel; Verdugo, José Luis; Farias, Gonzalo; Vera, Esteban; Pizarro, Francisco; Machuca, Margarita Article JOURNAL OF SENSORS (2018)
Image classification by using a reduced set of features in the TJ-II Thomson Scattering diagnostic Farias, Gonzalo; Dormido-Canto, Sebastián; Vega, Jesús; Martínez, Ismael; Hermosilla, Gabriel; Fabregas, Ernesto Article FUSION ENGINEERING AND DESIGN (2018)
On the potential of ruled-based machine learning for disruption prediction on JET Lungaroni, Michele; Murari, Andrea; Peluso, Emmanuele; Vega, Jesus; Farias, Gonzalo; Gelfusa, Michela Article FUSION ENGINEERING AND DESIGN (2018)
Software parallelization of a probabilistic classifier based on Venn Prediction=> Application to the TJ-II Thomson Scattering Martinez, Francisco; Vega, Jesus; Dormido, Sebastian; Pastor, Ignacio; Fabregas, Ernesto; Farias, Gonzalo Article FUSION ENGINEERING AND DESIGN (2018)
Thermal Face Recognition Under Temporal Variation Conditions Hermosilla, Gabriel; Verdugo, Jose Luis; Farias, Gonzalo; Pizarro, Francisco; Vera, Esteban Article IEEE ACCESS (2017)
Adaboost classification of TJ-II Thomson Scattering images Farias G., Dormido-Canto S.; Vega J., Martínez I.; Alfaro L., Martínez F. Article FUSION ENGINEERING AND DESIGN (2016)
Adding automatic evaluation to interactive virtual labs Farias, G; de la Pena, DM; Gomez-Estern, F; De la Torre, L; Sanchez, C; Dormido, S Article Interactive Learning Environments (2016)
Automatic feature extraction in large fusion databases by using deep learning approach Farias, G; Dormido-Canto, S; Vega, J; Ratta, G; Vargas, H; Hermosilla, G; Alfaro, L; Valencia, A Article FUSION ENGINEERING AND DESIGN (2016)
Platform for Teaching Mobile Robotics Fabregas, E; Farías G.; Dormido-Canto, S; Guinaldo, M; Sánchez, J; Bencomo, SD Article JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS (2016)
EJS, JIL Server, and LabVIEW: An Architecture for Rapid Development of Remote Labs Chacon, J; Vargas, H; Farías G.; Sánchez, J; Dormido, S Article IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES (2015)
EJS, JIL Server, and LabVIEW: An Architecture for Rapid Development of Remote Labs Chacón J.; VARGAS H.; Farías G.; Sanchez J.; Dormido, S Article ISI SCOPUS IEEE Transactions on Learning Technologies (2015)
Fusion of Visible and Thermal Descriptors Using Genetic Algorithms for Face Recognition Systems Hermosilla, G; Gallardo, F; Farías G.; San Martin, C Article SENSORS (2015)
Fusion of Visible and Thermal Descriptors Using Genetic Algorithms for Face Recognition Systems Hermosilla, G; Gallardo, F; Farías G.; San Martin C. Article ISI SCOPUS Sensors (Switzerland) (2015)
Initial results with time series forecasting of TJ-II heliac waveforms Farías G.; Dormido-Canto, S; Vega, J; Díaz N Article ISI SCOPUS Fusion Engineering and Design (2015)
Initial results with time series forecasting of TJ-II heliac waveforms Farías G.; Dormido-Canto, S; Vega, J; Diaz N Article FUSION ENGINEERING AND DESIGN (2015)
Platform for Teaching Mobile Robotics Fabregas, E; Farías G.; Dormido-Canto, S; Guinaldo M.; Sanchez J.; Dormido Bencomo S. Article ISI SCOPUS JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS (2015)
Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery Hermosilla, G; Farías G.; San Martin C.; Gallardo, F Article ISI SCOPUS International Journal of Pattern Recognition and Artificial Intelligence (2015)
Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery Hermosilla, G; Farías G.; San Martin, C; Gallardo, F Article INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE (2015)
Iterative noise removal from temperature and density profiles in the TJ-II Thomson scattering Farías G.; Dormido-Canto, S; Vega, J; Santos M.; Pastor I.; Fingerhuth S; Ascencio, J Article ISI SCOPUS FUSION ENGINEERING AND DESIGN (2014)
Iterative Noise Removal from Temperature and Density Profiles in the TJ–II Thomson Scattering Farias, Gonzalo; Dormido–Canto, Sebastian; Vega, Jesus; Santos, Matilde; Pastor, Ignacio; Fingerhuth, Sebastian; Ascencio, Julian Article Fusion Engineering and Design (2014)
Spectrum Allocation Algorithms for Elastic DWDM Networks on Dynamic Operation Ahumada, R; leiva, A; Alonso, F; Fingerhuth, S; Farías G. Article IEEE Latin America Transactions (2014)
Spectrum Allocation Algorithms for Elastic DWDM Networks on Dynamic Operation Ahumada R.; Leiva A.; Alonso F.; Fingerhuth S; Farías G. Article ISI SCOPUS IEEE LATIN AMERICA TRANSACTIONS (2014)
A Mobile Robots Experimental Environment with Event-Based Wireless Communication Guinaldo, M; Fabregas, E; Farias, G; Dormido-Canto, S; Chaos, D; Sanchez, J; Dormido, S Article SENSORS (2013)
A Mobile Robots Experimental Environment with Event-Based Wireless Communication Guinaldo M.; Fabregas, E; Farías G.; Dormido-Canto, S; Chaos, D; Sanchez J.; Dormido, S Article ISI SCOPUS Sensors (Switzerland) (2013)
APPLICATION AND VALIDATION OF IMAGE PROCESSING ALGORITHMS TO REDUCE THE STRAY LIGHT ON THE TJ-II THOMSON SCATTERING DIAGNOSTIC Farías G.; Dormido-Canto, S; Vega, J; Pastor I.; Santos M. Article ISI SCOPUS Fusion Science and Technology (2013)
APPLICATION AND VALIDATION OF IMAGE PROCESSING ALGORITHMS TO REDUCE THE STRAY LIGHT ON THE TJ-II THOMSON SCATTERING DIAGNOSTIC Farias, G; Dormido-Canto, S; Vega, J; Pastor, I; Santos, M Article FUSION SCIENCE AND TECHNOLOGY (2013)
Using Augmented Reality in Remote Laboratories Vargas, H; Farias, G; Sanchez, J; Dormido, S; Esquembre, F Article INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL (2013)
Using Augmented Reality in Remote Laboratories VARGAS H.; Farías G.; Sanchez J.; Dormido, S; Esquembre F. Article ISI SCOPUS International Journal of Computers, Communications and Control (2013)
An interactive simulator for networked mobile robots Guinaldo, M.; Farias, G.; Fabregas, E.; Sánchez, J.; Dormido-Canto, S.; Dormido, S. Article IEEE Network (2012)
Automatic determination of L/H transition times in DIII-D through a collaborative distributed environment Farias G., Vega J., González S., Pereira A., Lee X., Schissel D., Gohil P. Article Fusion Engineering and Design (2012)
Automatic determination of L/H transition times in DIII-D through a collaborative distributed environment Farías G.; Vega, J; Gonzalez S.; Pereira A.; Lee, X.; Schissel, D; Gohil, P Article ISI FUSION ENGINEERING AND DESIGN (2012)
Image processing methods for noise reduction in the TJ-II Thomson Scattering diagnostic Dormido-Canto S. , Farias G., Vega J., Pastor I. Article Fusion Engineering and Design (2012)
Image processing methods for noise reduction in the TJ-II Thomson Scattering diagnostic Dormido-Canto, S; Farías G.; Vega, J; Pastor I. Article ISI SCOPUS Fusion Engineering and Design (2012)
Developing a remote laboratory for engineering education Fábregas E. , Farias G., Dormido-Canto S., Dormido S., Esquembre F. Article Computers and Education (2011)
Developing a remote laboratory for engineering education Fabregas, E; Farías G.; Dormido-Canto, S; Dormido, S; Esquembre F. Article ISI COMPUTERS EDUCATION (2011)
Understanding Automatic Control Concepts by Playing Games Sánchez J. , Dormido-Canto S., Farias G., Dormido S., Godoy F. Article International Journal of Engineering Education (2011)
Developing Networked Control Labs: A Matlab and Easy Java Simulations Approach Farías G.; De Keyser, R; Dormido, S; Esquembre F. Article ISI IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2010)
Developing Networked Control Labs: A Matlab and Easy Java Simulations Approach Farias G., De Keyser R., Dormido S., Esquembre F. Article IEEE Transactions on Industrial Electronics (2010)
Java Simulations of Embedded Control Systems Farias G., Cervin A., Arzen K., Dormido S., Esquembre F. Article Sensors (2010)
Laboratorios Virtuales de Procesamiento de Señales Santos M., Farias G. Article Revista Iberoamericana de Automática e Informática Industrial (2010)
Making Decisions on Brain Tumour Diagnosis by Soft Computing Techniques Farias G. , Santos M. , López V. Article Soft Computing (2010)
Teaching Embedded Control Systems Farias G., Arzen K., Cervin A., Dormido S., Esquembre F. Article The International Journal of Engineering Education (2010)
Upgrade of the automatic analysis system in the TJ-II Thomson Scattering diagnostic: New image recognition classifier and fault condition detection Makili, L; Vega, J; Dormido-Canto, S; Pastor I.; Pereira A.; Farías G.; Portas, A; Perez-Risco, D; Rodriguez-Fernandez, MC; Busch, P Article ISI FUSION ENGINEERING AND DESIGN (2010)
Upgrade of the automatic analysis system in the TJ-II Thomson Scattering diagnostic: New image recognition classifier and fault condition detection Makili L. , Vega J. , Dormido-Canto S. , Pastor I. , Pereira A., Farias G., Portas A., Pérez-Risco D., Rodríguez-Fernández M.C., Busch P. Article Fusion Engineering and Design (2010)
Automated recognition system for ELM classification in JET Duro N. , Dormido R., Vega J. , Dormido-Canto S. , Farias G., Sánchez J., Vargas H., Murari A. and JET-EFDA Contributors Article Fusion Engineering and Design (2009)
Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals Martín J.A., Santos M., Farias G., Duro N., Sánchez J., Dormido R., Dormido-Canto S., Vega J., Vargas H. Article IEEE Transactions on Instrumentation and Measurement (2009)
A Systematic Two-Layer Approach to Develop Web-based Experimentation Environments for Control Engineering Education Vargas H. , Sánchez J., Duro N., Dormido R., Dormido-Canto S., Farias G., Dormido S. , Esquembre F., Salzmann C. , and Gillet D. Article Intelligent Automation and Soft Computing (2008)
An Integrated Virtual and Remote Control Lab: The Three-Tank System as a Case Study Duro N., Dormido R., Vargas H., Dormido-Canto S., Sánchez J., Farias G., Esquembre F., Dormido S. Article Computing in Science and Engineering Magazine (2008)
Classifier based on support vector machine for JET plasma configurations Dormido-Canto S. , Farias G. , Vega J., Dormido R. , Sánchez J., Duro N. , Vargas H., Murari A., and JET-EFDA Contributors. Article Review of Scientific Instruments (2008)
Data mining technique for fast retrieval of similar waveform in Fusion massive databases Vega J., Pereira A., Portas A., Dormido-Canto S., Farias G., Dormido R., Sánchez J., Duro N., Santos M, Sánchez E., Pajares G. Article Fusion Engineering and Design (2008)
Development of a Web-based Control Laboratory for Automation Technicians: The Three Tank System Dormido R., Vargas H., Duro N., Sánchez J., Dormido-Canto S., Farias G., Esquembre F., Dormido S. Article IEEE Transactions on Education (2008)
First applications of structural pattern recognition methods to the investigation of specific physical phenomena at JET Rattá G., Vega J., Pereira A., Portas A., De la Luna E., Dormido-Canto S., Farias G., Dormido R., Sánchez J., Duro N., Vargas H., Santos M., Pajares G., Murari A., and JET EFDA Contributors. Article Fusion Engineering and Design (2008)
Structural pattern recognition methods based on string comparison for fusion database Dormido-Canto S., Farias G., Dormido R., Sánchez J., Duro N., Vargas H., Vega J., Ratta G., Pereira A., Portas A. Article Fusion Engineering and Design (2008)
A computational Fusion ofWavelets and Neuronal Networks in a Classifier for Biomedical Applications Farias G., Santos M. Article Lecture Series on Computer and Computational Sciences (2007)
Automated Clustering Procedure for TJ-II Experimental Signals Duro N., Vega J., Dormido R., Farias G., Dormido-Canto S., Sánchez J., Santos M., Pajares G. Article Fusion Engineering and Design (2006)
Search and retrieval of plasma waveforms: structural pattern recognition approach Dormido-Canto S., Farias G., Vega J., Dormido R., Sánchez J., Duro N., Santos M., Martín J.A., Pajares G. Article Review of Scientific Instruments (2006)
Searching for patterns in TJ-II time evolution signals Farias G., Dormido-Canto S., Vega J., Sánchez J., Duro N., Dormido R., Ochando M., Santos M., Pajares, G. Article Fusion Engineering and Design (2006)
Image Classifier for the TJ-II Thomson Scattering Diagnostic: Evaluation with a Feed Forward Neural Network Farias G., Dormido R., Santos M., Duro N. Article Lecture Notes in Computer Science (2005)
Information Retrieval and Classification with Wavelets and Support Vector Machines Dormido Canto S., Vega J., Sánchez J., Farias G. Article Lecture Notes in Computer Science (2005)
TJ-II Wave Forms Analysis with Wavelets and Support Vector Machines Dormido-Canto S., Farias G., Dormido R., Vega J., Sánchez J., Santos M. and The TJ-II Team Article Review Scientific Instruments (2004)


Networked mobile robots: An application example of the distributed event-based control Farías G.; Guinaldo M.; Dormido, S BookWhole SCOPUS Asynchronous Control for Networked Systems (2015)


Applying Forecasting to Fusion Databases Farías G.; Dormido-Canto, S; Vega, J; Díaz N ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Remote Interoperability Protocol: A bridge between interactive interfaces and engineering systems Chacón J.; Farías G.; VARGAS H.; Visioli A.; Dormido, S ConferencePaper SCOPUS IFAC-PapersOnLine (2015)
Virtual Laboratory of the Ball and Plate System Fabregas, E; Chacón J.; Dormido-Canto, S; Farías G.; Dormido, S ConferencePaper SCOPUS IFAC-PapersOnLine (2015)
Study of visible face recognition methods applied to infrared spectrum Gallardo, F; Hermosilla, G; Farías G. ConferencePaper SCOPUS IET Seminar Digest (2014)
Thermal face recognition over time using sparse representation approach Verdugo J.L.; Hermosilla, G; Farías G.; Fingerhuth S ConferencePaper SCOPUS IET Seminar Digest (2014)
Thermal Face Recognition Using Local Patterns Hermosilla, G; Farías G.; VARGAS H.; Gallardo, F; San Martin C. ConferencePaper ISI SCOPUS LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2014)
Enhancing virtual and remote labs to perform automatic evaluation Farías G.; Gomez-Estern F.; De La Torre L.; Munoz De La Pena D.; Sánchez C; Dormido, S ConferencePaper SCOPUS IFAC Proceedings Volumes (2012)
MAKING INTELLIGENT DECISIONS ON NOISY IMAGES Farías G.; Dormido-Canto, S; Santos M.; Vega, J ConferencePaper ISI SCOPUS World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and D (2012)


LEARNING DATA-DRIVEN MODELS TO PREDICT PLASMA DISRUPTIONS IN NUCLEAR FUSION DEVICES FONDECYT (1161584) Proyecto 2016-2019 Director(a)
Innovación tecnológica en la producción de concentrado de cobre mediante celda columnar automatizada. CORFO (13IDL1-25460) Proyecto 2014-2014 Investigador(a)
PATTERN RECOGNITION AND MACHINE LEARNING FOR AUTOMATIC DATA ANALYSIS OF MASSIVE NUCLEAR FUSION DATABASES FONDECYT (11121590) Proyecto 2012-2015 Inv. Responsable
Modelado, Simulación y Control Basado en Eventos Ministerio Español de Educación y Ciencia (DPI2007-61068) Proyecto 2007-2012 Postdoctorado
Control de sistemas complejos en logística y producción de bienes y servicios Plan Regional de Ciencia y Tecnología de la Comunidad de Madrid (S-0505/DPI/0391) Proyecto 2005-2008 Tesista
Herramientas interactivas para el modelado, visualización, simulación y control de sistemas híbridos Ministerio Español de Educación y Ciencia (DPI2004-01804) Proyecto 2004-2006 Tesista