Gonzalo Acuña

20 papers B 1C 3Journal 1Unranked 15

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