Año Títulos y Autores Tipo
2017 R. Donoso, C. San Martin, G. Hermosilla
Reduced isothermal feature set for long wave infrared (LWIR) face recognition.
(2017) Infrared Physics & Technology, In Press, 2017.
ISI
2016 Millaray Curilem, Fernando Huenupan, Daniel Beltrán, Cesar San Martin, Gustavo Fuentealba, Luis Franco, Carlos Cardona, Gonzalo Acuña, Max Chacón, M Salman Khan, Nestor Becerra Yoma
Pattern recognition applied to seismic signals of Llaima volcano (Chile): An evaluation of station-dependent classifiers
(2016) Journal of Volcanology and Geothermal Research, 315, 15-27, 2016.
ISI
2016 P. Meza, E. Vera, J. Martinez
Improved reconstruction for compressive hyperspectral imaging using spatial-spectral non-local means regularization.
(2016) Electronic Imaging, Computational Imaging XIV, 2016(19):1-5.
Scopus
2016 P. Meza, J. Pezoa, S. Torres
Multidimensional Striping Noise Compensation in Hyperspectral Imaging: Exploiting Hypercubes’ Spatial, Spectral, and Temporal Redundancy.
(2016) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(9):4428-4441.
ISI
2016 H. Young, M. Perez, J. Rodriguez
Analysis of Finite-Control-Set Model Predictive Current Control with Model Parameter Mismatch in a Three-Phase Inverter.
(2016) IEEE Trans. Ind. Electron., vol. 63, no. 5, pp. 3100-3107.
ISI
2015 G Hermosilla, G Farias, C. San Martin, F Gallardo
Study of Local Matching-Based Facial Recognition Methods Using Thermal Infrared Imagery
(2015) International Journal of Pattern Recognition and Artificial Intelligence, 20, 1556012-1556032, 2015.
ISI
2015 G. Hermosilla, F. Gallardo, G. Farias, C. San Martin
Fusion of visible and thermal descriptors using genetic algorithms for face recognition systems
(2015) Sensors, 15 (8), 17944-17962, 2015.
ISI
2015 S. Kouro, M. Perez, J. Rodriguez, A.M. Llor, H. Young
Model Predictive Control: MPC’s Role in the Evolution of Power Electronics
(2015) IEEE Ind. Electron. Magazine, vol. 9, no. 4 , pp. 8-21.
ISI
2015 C. Toro, P. Meza, L. Arias
1CCD and 3CCD Color Cameras Performance Comparison Applied to Hyperspectral Image Reconstruction
(2015) Latin America Transactions, IEEE (Revista IEEE America Latina), 13(8):2661-2667.
ISI
2015 P. Meza, G. Machuca, S. Torres, C. San Martín, E. Vera
Simultaneous digital super-resolution and nonuniformity correction for infrared imaging systems
(2015) Applied Optics. 54(21):6508-6515..
ISI
2015 S. Torres, H. Mella, C. Reyes, P. Meza, M. Gallardo, and J. Staforelli
Features for instantaneous emissions of low-level infrared signals of glucokinase enzyme from pyrococcus furiosus
(2015) Applied Optics. 54(8):2057-2065.
ISI
2015 Bravo Sanzana M., Salvo Garrido S., & Muñoz Poblete C.
Profiles of Chilean students according to academic performance in mathematics:An exploratory study using classification trees and random forests
(2015) Studies in Educational Evaluation, 44, 50–59. doi:10.1016/j.stueduc.2015.01.002.
Scopus
2014 F. Parra, P. Meza, J. Pezoa, S. Torres, and H. Mella
Modeling and Compensating Non-Uniformity in Push-broom NIR Hyperspectral Imaging System
(2014) Infrared Physics and Technology. 63(0):204–210.
ISI
2014 G. Acuña, F. Cubillos, M. Curilem
Desarrollo de un Sensor Virtual basado en Modelo NARMAX y Máquina de Vectores de Soporte para Molienda Semiautógena 
(2014) Revista Iberoamericana de Automática e Informática industrial.11(1): 109-116. 2014.
ISI
2014 G. Acuña, C. Ramirez, M. Curilem
Software sensors for biomass concentration in a SSC process using artificial neural networks and support vector machine
(2014) Bioprocess and Biosystems Engineering.37: 27-36. 2014.
ISI
2014 Curilem M., Vergara J., San Martin C., Fuentealba G., Cardona C., Huenupan F., Chacón M., Khan S., Hussein W., Becerra N.
Pattern Recognition applied to Seismic Signals of the Llaima Volcano (Chile): An analysis of the events’ features. Journal of Volcanology and Geothermal Research.
(2014) (In press).
ISI
2014 M. J. Gallardo, J. P. Staforelli, P. Meza, I. Bordeu, and S. Torres
Characterization of Chromobacterium violaceum pigment through a Hyperspectral Imaging System
(2014) AMB Express. 4(1):1–6.
Scopus
2013 J. Ávila, S. Salvo, C. Muñoz
Comparison of linear regression models considering heteroscedasticity of fruits and flower buds of highbush blueberry cultivated in Chile.
(2013) Scientia Horticulturae.
ISI
2013 C. Antileo, H. Medina, C. Bornhardt, C. Muñoz, F. Jaramillo, J. Proal.
Actuators monitoring system for real-time control of nitrification-denitrification via nitrite on long term operation.
(2013) Chemical Engineering Journal.
ISI
2013 J. Lorca, C. Muñoz.
Symplectic Feedback using Hamiltonian Lie Algebra and its applications to an Inverted Pendulum.
(2013) Journal of Control Theory and Applications.
Scopus
2013 Acuña G., González J., Curilem M., Cubillos F.
A SVM gray-box model for a solid substrate fermentation process
(2013) Chemical Engineering Transactions,35, pp.;961-966.
Scopus
2013 Maffon H.P., Brasil L.M., Melo J.S., Klavdianos P.B., Curilem M., Lamas J.M.
Modeling the architecture of an Intelligent Tutoring System applied to breast cancer
(2013) Pan American Health Care Exchanges, PAHCEart. no.6568295.
Scopus
2013 Acuña G., Curilem M.
Time-variant parameter estimation using a SVM Gray-Box model: Application to a CSTR Process
(2013) 3rd International Conference on Systems and Control, ICSC 2013 art. no.6750892,pp.414-418.
Scopus
2012 C. Muñoz, J. Ávila, S. Salvo, J.I. Huircán
Prediction of harvest start date in highbush blueberry using time series regression models with correlated errors
(2012) Sci. Hortic. 138:165-170.
ISI
2012 M. Curilem, F. Villarroel, C. Muñoz, A. Vargas, I. Maureira
Image Correlation Method for DNA Sequence Alignment
(2012) PLoS ONE 7(6): e39221.
ISI
2012 C. San Martin, C. Torres, D. Esparza, D. Bonilla.
Thermal diffusivity measurements of spherical samples using active infrared thermography
(2012) Infrared Physics Technology 55 (2012) 469–474.
ISI
2012 S. Salvo, C. Muñoz, J. Ávila, J. Bustos, M. Ramírez,  C. Silva, G. Vivallo.
An estimate of potential blueberry yield using regression models that relate the number of fruits to the number of flower buds and to climatic variables
(2012) Scientia Horticultura.
ISI
2012 Acuña G., Ramirez C., Curilem M.
Software sensors for biomass concentration in a SSC process using Artificial Neural Networks and Support Vector Machine
(2012) 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings art. no.6265664,pp.359-363.
Scopus
2012 Acuña G., Ramirez C., Curilem M.
Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM
(2012) Proceedings of the International Joint Conference on Neural Networksart. no.6252476.
Scopus
2011 S. Salvo, C. Muñoz, J. Ávila, J. Bustos, E. Cariaga, C. Silva, G. Vivallo.
Sensitivity in the estimation of parameters fitted by simple linear regression models in the ratio of blueberry buds to fruits in Chile using percentage counting.
(2011) Scientia Horticulturae 130(2): 404-409.
ISI
2011 B. J. Pavez, J. Soto.
A deterministic annular crossover genetic algorithm optimisation for the unit commitment problem.
(2011) Expert Systems with Applications, Volume 38, Issue 6, June 2011, Pages 6523-6529.
ISI
2011 D. Lara, G. Merino, B. J. Pavez, J. A. Tapia.
Efficiency assessment of a wind pumping system
(2011) Energy Conversion and Management Volume 52, Issue 2, February 2011, Pages 795-803.
ISI
2011 Curilem M., Acuña G., Cubillos F., Vyhmeister E.
Neural Networks and Support Vector Machine models applied to energy consumption optimization in semiautogeneous grinding
(2011) Chemical Engineering Transactions25,pp.761-766 Cited 12 times.
Scopus
2010 C. Huilinir, R. Romero, C. Muñoz, C. Bornhardt, M. Roeckel, C. Antileo
Dynamic modeling of partial nitrification in a rotating disk biofilm reactor: Calibration, validation and simulation
(2010) Biochemical Engineering Journal 52(1): 7-18.
ISI
2010 J. I. Huircán, C. Muñoz, H. Young, L. Von Dossow, J. Bustos, G. Vivallo, M. Toneatti
ZigBee-based wireless sensor network localization for cattle monitoring in grazing fields.
(2010) Computers and Electronics in Agriculture 74(2): 258-264.
ISI
2010 San Martin C., Melgarejo C., Gallegos C., Soto G., Curilem M., Fuentealba G.
Feature extraction using circular statistics applied to volcano monitoring
(2010) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),6419 LNCS, 458-466.
Scopus
2010 Curilem M., Chacón M., Acuña G., Ulloa S., Pardo C., Defilippi C., Madrid A.M.
Comparison of artificial neural networks an support vector machines for feature selection in electrogastrography signal processing
(2010) Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 art. no. 5626362, pp. 2774-2777.
Scopus
2010 Chacón M., Pardo C., Puppo C., Curilem M., Landerretche J.
Non-invasive Intracranial Pressure estimation using Support Vector Machine
(2010) Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10art. no. 5627816, pp. 996-999. Cited 1 time.
Scopus
2008 Huircán J.I., Bustos J., Muñoz C., Vivallo G., Barriga V., Donoso G., Toneatti M.
ICTs and livestock: Electronic management of livestock ["TICs y Ganaderra: Manejo Electrónico de Ganado]
CEUR Workshop Proceedings, 558, 11 p.
Scopus
2009 M. Chacón, G. Curilem, G. Acuña, C. Defilippi, A.M. Madrid, S. Jara
Detection of patients with functional dyspepsia using wavelet transform applied to their electrogastrograms
(2009) Braz J Med Biol Res., 42(12), pp. 1203-1209.
ISI
2009 M. Curilem, J. Vergara, G. Funetealba, G. Acuña, M. Chacón.
Classification of Seismic Signals at Villarrica Volcano (Chile) using Neural Networks and Genetic Algorithms
(2009) Journal of Volcanology and Geothermal Research, 180(1), pp 1-8.
ISI
2009 C. Muñoz, D. Rojas, O. Candia, L. Azocar, C. Bornhardt, C. Antileo
Supervisory control system to enhance partial nitrification in an activated sludge reactor.
(2009) Chemical Engineering Journal 145(3): 453-460.
ISI
2009 C. Muñoz, F. Vargas, J. Bustos, M. Curilem, S. Salvo, H. Miranda
Fuzzy Logic in Genetic Regulatory Network Models.
(2009) International Journal of Computers Communications & Control 4(4): 363-373.
ISI
2009 C. Muñoz, H. Young, C. Antileo, C. Bornhardt
Sliding mode control of dissolved oxygen in an integrated nitrogen removal process in a sequencing batch reactor (SBR).
(2009) Water Science and Technology 60(10): 2545-2553.
ISI
2009 Acuña G., Curilem M.
Comparison of neural networks and support vector machine dynamic models for state estimation in semiautogenous mills
(2009) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),5845 LNAI, pp. 478-487. Cited 2 times.
Scopus
2009 Pavez Lazo B., Soto Cartes J., Urrutia C., Curilem M.
Deterministic selection and annular crossover in genetic algorithms: An application to the planning of thermal generating units
(2009) Ingeniare, 17(2), pp. 175-181.
Scopus
2008 C. Roa Sepulveda, B. J. Pavez Lazo, M. Canales, M. Lillo Saavedra
A solution to the unit commitment problem via molecular mechanincs
(2008) Engineering Intelligent Systems vol1, pp: 9-18, 2008 CRL Publishing Ltd.
ISI
2008 C. San Martin, S. Torres, J. E. Pezo
Statistical recursive filtering for offset nonuniformity estimation in infrared focal-plane-array sensors
(2008) Infrared Physics & Technology, Volume 51, Issue 6, October 2008, Pages 564-571.
ISI
2007 B. J. Pavez Lazo, C.A. Roa Sepulveda.
A 4-state Unit Definition for the Unit Commitment Problem
(2007) International Journal of Electrical Power & Energy Systems. Vol 29 (2007), Issue 1, 21-27.
ISI
2006 M. Curilem, A. R. Barbosa, F. M. de Azevedo
Intelligent tutoring systems: Formalization as automata and interface design using neural networks
(2006) Computer & Education 49(3) pp 545-561.
ISI
2006 G. Ciudad, C. Bornhardt, C. Muñoz, C. Antileo
Differential kinetics of ammonia- and nitrite-oxidizing bacteria: A simple kinetic study based on oxygen affinity and proton release during nitrification
(2006) Process Biochemistry. Vol 41, N. 8, pp 1764-1772.
ISI
2006 A. Vargas, R. Figueroa, J. Campos, C. San Martín, J. Marileo
Reconocimiento de formas con un correlador óptico aplicado a imágenes desenfocadas: invariancia por medio de la selección y fusión de bandas
(2006) Rev. Mex. Fís., Vol. 52, pp.199-204, 2006.
ISI
2006 S.N Torres, C. San Martin
Statistical Recursive Filtering Estimation of Detector Offset Nonuniformity in Infrared Imaging Systems
(2006) LNCS, Vol 4225, pp. 446 – 454, 2006.
ISI
2006 F. Torres, C. San Martin, S.N Torres
A RLS Filter for Nonuniformity and Ghosting Correction of Infrared Image Sequences
(2006) LNCS, Vol 4225, pp. 464 – 473, 2006.
ISI
2006 C. Antileo, A. Werner, G. Ciudad, C. Muñoz, C. Bornhardt, D. Jeison, H. Urrutia
Novel operational strategy for partial nitrification to nitrite in a sequencing batch rotating disk reactor.
(2006) Biochemical Engineering Journal 32(2): 69-78.
ISI
2006 G. Ciudad, A. Wernerb, C. Bornhardt, C. Muñoz, C. Antileo
Differential kinetics of ammonia- and nitrite-oxidizing bacteria: A simple kinetic study based on oxygen affinity and proton release during nitrification.
(2006) Process Biochemistry 41(8): 1764-1772.
ISI
2005 O. A. Ortiz, G. I. Suárez, N. Aros
Dynamic simulation of a pilot rotary kiln for charcoal activation
(2005) Computers & Chemical Engineering, Vol. 29, Issue 8, pp. 1837-1848, 15 July 2005.
ISI
2005 A. Vargas, C. San Martin, S.N. Torres, J. Campos
Image Pattern Recognition with Separable Trade-Off Correlation Filters
(2005) LNCS, Vol. 3708, pp. 162 – 169, 2005.
ISI
2005 S.N Torres, C. San Martin, S. Barbaro, J.E. Pezoa
A Neural Network for Nonuniformity and Ghosting Correction of Infrared Image Sequences
(2005) LNCS, Vol. 3656, pp. 1208 – 1216, 2005.
ISI
2005 F. Torres, S. N. Torres, C. San Martín
A Recursive Least Square Adaptive Filter for Nonuniformity Correction of Infrared Image Sequences 
(2005) LNCS, Vol 3773, pp. 540 – 546, 2005.
ISI
2004 M. Curilem, F. M. de Azevedo, A.R. Barbosa
Adaptive Interface Methodology for Intelligent Tutoring Systems
(2004) Sringer-Verlag Berlin Heidelberg 2004. Lecture Notes in Computer Science. ISSN 0302-9743 e ISBN 3-540-22948-5.
ISI
2004 E. Ferneda, E. de Barros Costa, H. Oliveira de Almeida, L. Matos Brasil, A. Pereira Lima, M. Curilem
An e-Learning Environment in Cardiology Domain
(2004) Sringer-Verlag Berlin Heidelberg 2004. Lecture Notes in Computer Science. ISSN 0302-9743 e ISBN 3-540-22948-5.
ISI
2003 C. Roa Sepulveda, B. J. Pavez Lazo
A Solution to the Optimal Power Flow Using Simulated Annealing
(2003) Volume 25, Issue 1, 1 January 2003, Pages 47-57. The International Journal Of Electric Power & Energy Systems.
ISI
2003 C. Roa Sepulveda, B. J. Pavez Lazo, M. Herrera
Economic Dispatch using Fuzzy Decision Trees
(2003) Electric Power System Research, VOL 66, pp 115-122.
ISI
2003 A. Vargas, J. Campos, C. San Martin, N. Vera
Filter design of composite trade-off filter with support regions to obtain invariant pattern recognition with defocused images
(2003) Optics and Lasers in Engineering, 40, 67-79.
ISI
2002 M. Canales, B. J. Pavez Lazo, M. Lillo Saavedra, C. Roa Sepúlveda
A Solution to the Unit Commitment Problem through the use of the Molecular Geometrical Optimisation Concept (UCGO)
(2002) Engineering Intelligent Systems vol4, pp: 227–233, CRL Publishing Ltd.
ISI
1999 C. Muñoz, A. Cipriano
An integrated system for supervision and economic optimal control of mineral processing plants.
(1999) Minerals Engineering 12(6): 627-643.
ISI