Año Títulos y Autores Tipo
2018 P. Meza, I. Ortiz, E. Vera y J. Martinez
Compressive hyperspectral imaging recovery by spatial-spectral non-local means regularization
(2018) Optics Express. 26(6):7043-7055.
2018 E. Vera y P. Meza
Snapshot compressive imaging using aberrations
(2018) Optics Express. 26(2):1206-1218
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.
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.
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.
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.
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.
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.
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.
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.
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.
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..
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.
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.
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.
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.
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.
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).
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.
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.
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.
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.
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.
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.
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.
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.
2012 M. Curilem, F. Villarroel, C. Muñoz, A. Vargas, I. Maureira
Image Correlation Method for DNA Sequence Alignment
(2012) PLoS ONE 7(6): e39221.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.