Gonzalo Acuña

According to our database, Gonzalo Acuña authored at least 21 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Prediction intervals for time series forecasting using Transformers.

Sebastian Orellana, Gonzalo Acuña

Proceedings of the 42nd IEEE International Conference of the Chilean Computer Science Society, 2023

2021

Probabilistic Multistep Time Series Forecasting Using Conditional Generative Adversarial Networks.

Gerardo Zúñiga, Gonzalo Acuña

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Time Series Forecasting using NARX and NARMAX models with shallow and deep neural networks.

Francisco Muñoz, Gonzalo Acuña

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2020

Healthy and Anomalous Beehives Classification Model using Convolutional Neural Networks.

Tomás Child, Gonzalo Acuña

Proceedings of the XLVI Latin American Computing Conference, 2020

2017

Randomized Neural Networks for Recursive System Identification in the Presence of Outliers: A Performance Comparison.

César Lincoln C. Mattos, Guilherme A. Barreto, Gonzalo Acuña

Proceedings of the Advances in Computational Intelligence, 2017

2016

Indirect training of Gray-Box Models using LS-SVM and genetic algorithms.

Gonzalo Acuña, Hans Moller

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

2014

Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines.

Millaray Curilem, Fernando Huenupán, César San-Martín, Gustavo Fuentealba, Carlos Cardona, Luis Franco, Gonzalo Acuña, Max Chacón

Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Predictive Models Applied to Heavy Duty Equipment Management.

Gonzalo Acuña, Millaray Curilem, Beatriz Araya, Francisco A. Cubillos, Rodrigo Miranda, Fernanda Garrido

Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

2012

Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM.

Gonzalo Acuña, Cristián Ramírez, Millaray Curilem

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Forecasting Cash Demand in ATM Using Neural Networks and Least Square Support Vector Machine.

Cristián Ramírez, Gonzalo Acuña

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

Indirect Training with Error Backpropagation in Gray-Box Neural Model: Application to a Chemical Process.

Francisco Cruz Naranjo, Gonzalo Acuña Leiva

Proceedings of the SCCC 2010, 2010

2009

Comparison of Neural Networks and Support Vector Machine Dynamic Models for State Estimation in Semiautogenous Mills.

Gonzalo Acuña, Millaray Curilem

Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

2007

Adaptive Control Using a Grey Box Neural Model: An Experimental Application.

Francisco A. Cubillos, Gonzalo Acuña

Proceedings of the Advances in Neural Networks, 2007

Indirect Training of Grey-Box Models: Application to a Bioprocess.

Francisco Cruz, Gonzalo Acuña, Francisco A. Cubillos, Vicente Moreno, Danilo Bassi

Proceedings of the Advances in Neural Networks, 2007

Estimation of State Variables in Semiautogenous Mills by Means of a Neural Moving Horizon State Estimator.

Karina Carvajal, Gonzalo Acuña

Proceedings of the Advances in Neural Networks, 2007

2006

Development of a Matlab(R) Toolbox for the Design of Grey-Box Neural Models.

Gonzalo Acuña, Erika Pinto

Int. J. Comput. Commun. Control, 2006

An Interval Approach for Weight's Initialization of Feedforward Neural Networks.

Marcela Jamett, Gonzalo Acuña

Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Simulation Studies of On-Line Identification of Complex Processes with Neural Networks.

Francisco A. Cubillos, Gonzalo Acuña

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005

Neural Grey Box Model for Power Estimation in Semiautogenous Mill.

Tito Valenzuela, Karina Carvajal, Gonzalo Acuña, Max Chacón, Luis Magne

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction.

Marcela Jamett, Gonzalo Acuña

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

1996

Neural Network Model for Maximum Ozone Concentration Prediction.

Gonzalo Acuña, Héctor Jorquera, Ricardo Pérez

Proceedings of the Artificial Neural Networks, 1996