| Classification of seismic signals at Villarrica volcano (Chile) using neural networks and genetic algorithms G Curilem, J Vergara, G Fuentealba, G Acuña, M Chacón Journal of volcanology and geothermal research 180 (1), 1-8, 2009 | 115 | 2009 |
| Neural networks and support vector machine models applied to energy consumption optimization in semiautogeneous grinding M Curilem, G Acuña, F Cubillos, E Vyhmeister Chemical Engineering Transactions 25, 761-766, 2011 | 65 | 2011 |
| Pattern recognition applied to seismic signals of the Llaima volcano (Chile): An analysis of the events' features M Curilem, J Vergara, C San Martin, G Fuentealba, C Cardona, ... Journal of Volcanology and Geothermal Research 282, 134-147, 2014 | 62 | 2014 |
| Intelligent tutoring systems: Formalization as automata and interface design using neural networks SG Curilem, AR Barbosa, FM de Azevedo Computers & Education 49 (3), 545-561, 2007 | 55 | 2007 |
| Using CNN to classify spectrograms of seismic events from Llaima volcano (Chile) M Curilem, JP Canário, L Franco, RA Rios 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 42 | 2018 |
| Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM G Acuña, C Ramirez, M Curilem The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012 | 40 | 2012 |
| In-depth comparison of deep artificial neural network architectures on seismic events classification JP Canario, R Mello, M Curilem, F Huenupan, R Rios Journal of Volcanology and Geothermal Research 401, 106881, 2020 | 37 | 2020 |
| Automatic detection of volcano-seismic events by modeling state and event duration in hidden Markov models SM Bhatti, MS Khan, J Wuth, F Huenupan, M Curilem, L Franco, NB Yoma Journal of Volcanology and Geothermal Research 324, 134-143, 2016 | 27 | 2016 |
| Spectro-temporal features applied to the automatic classification of volcanic seismic events R Soto, F Huenupan, P Meza, M Curilem, L Franco Journal of Volcanology and Geothermal Research 358, 194-206, 2018 | 20 | 2018 |
| Pattern recognition applied to seismic signals of Llaima volcano (Chile): An evaluation of station-dependent classifiers M Curilem, F Huenupan, D Beltrán, C San Martin, G Fuentealba, L Franco, ... Journal of Volcanology and Geothermal Research 315, 15-27, 2016 | 19 | 2016 |
| Image correlation method for DNA sequence alignment M Curilem Saldías, F Villarroel Sassarini, C Muñoz Poblete, ... PloS one 7 (6), e39221, 2012 | 18 | 2012 |
| Non-invasive intracranial pressure estimation using support vector machine M Chacón, C Pardo, C Puppo, M Curilem, J Landerretche 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 17 | 2010 |
| Discriminating seismic events of the Llaima volcano (Chile) based on spectrogram cross-correlations M Curilem, RF de Mello, F Huenupan, C San Martin, L Franco, ... Journal of Volcanology and Geothermal Research 367, 63-78, 2018 | 16 | 2018 |
| Feature extraction using circular statistics applied to volcano monitoring C San-Martin, C Melgarejo, C Gallegos, G Soto, M Curilem, G Fuentealba Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2010 | 16 | 2010 |
| Feature analysis for the classification of volcanic seismic events using support vector machines M Curilem, F Huenupan, C San Martin, G Fuentealba, C Cardona, ... Nature-Inspired Computation and Machine Learning: 13th Mexican International …, 2014 | 15 | 2014 |
| Desarrollo de un sensor virtual basado en modelo NARMAX y máquina de vectores de soporte para molienda semiautógena G Acuña, M Curilem, F Cubillos Revista Iberoamericana de Automática e Informática Industrial RIAI 11 (1 …, 2014 | 15 | 2014 |
| Fuzzy logic in genetic regulatory network models CM Poblete, FV Parra, JB Gomez, MC Saldias, SS Garrido, HM Vargas International Journal of Computers Communications & Control 4 (4), 363-373, 2009 | 14 | 2009 |
| Didactic ergonomy for the interface of intelligent tutoring systems GMJ Curilem Saldías, FM de Azevedo Computers and Education: Towards a Lifelong Learning Society, 75-88, 2003 | 14 | 2003 |
| A signal processing perspective of monitoring active volcanoes [applications corner] MS Khan, M Curilem, F Huenupan, MF Khan, NB Yoma IEEE Signal Processing Magazine 36 (6), 125-163, 2019 | 12 | 2019 |
| Detection of patients with functional dyspepsia using wavelet transform applied to their electrogastrogram M Chacón, G Curilem, G Acuña, C Defilippi, AM Madrid, S Jara Brazilian Journal of Medical and Biological Research 42, 1203-1209, 2009 | 12 | 2009 |
Gonzalo AcunaProfessor Computer Engineering, Universidad de Santiago de ChileDirección de correo verificada de usach.cl
