Gonzalo Acuña

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 6

Top Topics

Feature Analysis

Predictive Model

Counter Intuitive

Top Venues

Publications

Sebastian Orellana, Gonzalo Acuña
Prediction intervals for time series forecasting using Transformers. SCCC (2023)
Gerardo Zúñiga, Gonzalo Acuña
Probabilistic Multistep Time Series Forecasting Using Conditional Generative Adversarial Networks. LA-CCI (2021)
Francisco Muñoz, Gonzalo Acuña
Time Series Forecasting using NARX and NARMAX models with shallow and deep neural networks. LA-CCI (2021)
Tomás Child, Gonzalo Acuña
Healthy and Anomalous Beehives Classification Model using Convolutional Neural Networks. CLEI (2020)
César Lincoln C. Mattos, Guilherme A. Barreto, Gonzalo Acuña
Randomized Neural Networks for Recursive System Identification in the Presence of Outliers: A Performance Comparison. IWANN (1) (2017)
Gonzalo Acuña, Hans Moller
Indirect training of Gray-Box Models using LS-SVM and genetic algorithms. LA-CCI (2016)
Millaray Curilem, Fernando Huenupán, César San-Martín, Gustavo Fuentealba, Carlos Cardona, Luis Franco, Gonzalo Acuña, Max Chacón
Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines. MICAI (2) (2014)
Gonzalo Acuña, Millaray Curilem, Beatriz Araya, Francisco A. Cubillos, Rodrigo Miranda, Fernanda Garrido
Predictive Models Applied to Heavy Duty Equipment Management. MICAI (2) (2014)
Gonzalo Acuña, Cristián Ramírez, Millaray Curilem
Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM. IJCNN (2012)
Cristián Ramírez, Gonzalo Acuña
Forecasting Cash Demand in ATM Using Neural Networks and Least Square Support Vector Machine. CIARP (2011)
Gonzalo Acuña, Millaray Curilem
Comparison of Neural Networks and Support Vector Machine Dynamic Models for State Estimation in Semiautogenous Mills. MICAI (2009)
Francisco Cruz, Gonzalo Acuña, Francisco A. Cubillos, Vicente Moreno, Danilo Bassi
Indirect Training of Grey-Box Models: Application to a Bioprocess. ISNN (2) (2007)
Francisco A. Cubillos, Gonzalo Acuña
Adaptive Control Using a Grey Box Neural Model: An Experimental Application. ISNN (1) (2007)
Karina Carvajal, Gonzalo Acuña
Estimation of State Variables in Semiautogenous Mills by Means of a Neural Moving Horizon State Estimator. ISNN (1) (2007)
Francisco A. Cubillos, Gonzalo Acuña
Simulation Studies of On-Line Identification of Complex Processes with Neural Networks. ISNN (2) (2006)
Marcela Jamett, Gonzalo Acuña
An Interval Approach for Weight's Initialization of Feedforward Neural Networks. MICAI (2006)
Gonzalo Acuña, Erika Pinto
Development of a Matlab(R) Toolbox for the Design of Grey-Box Neural Models. Int. J. Comput. Commun. Control 1 (2) (2006)
Marcela Jamett, Gonzalo Acuña
Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction. ISNN (2) (2005)
Tito Valenzuela, Karina Carvajal, Gonzalo Acuña, Max Chacón, Luis Magne
Neural Grey Box Model for Power Estimation in Semiautogenous Mill. ISNN (3) (2005)
Gonzalo Acuña, Héctor Jorquera, Ricardo Pérez
Neural Network Model for Maximum Ozone Concentration Prediction. ICANN (1996)