| 2020 | CLEI | Healthy and Anomalous Beehives Classification Model using Convolutional Neural Networks. | Toms Child, Gonzalo Acua |
| 2017 | IWANN | Randomized Neural Networks for Recursive System Identification in the Presence of Outliers: A Performance Comparison. | Csar Lincoln C. Mattos, Guilherme A. Barreto, Gonzalo Acua |
| 2012 | IJCNN | Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM. | Gonzalo Acua, Cristin Ramrez, Millaray Curilem |
| 2011 | CIARP | Forecasting Cash Demand in ATM Using Neural Networks and Least Square Support Vector Machine. | Cristin Ramrez, Gonzalo Acua |
| 2007 | ISNN | Estimation of State Variables in Semiautogenous Mills by Means of a Neural Moving Horizon State Estimator. | Karina Carvajal, Gonzalo Acua |
| 2007 | ISNN | Indirect Training of Grey-Box Models: Application to a Bioprocess. | Francisco Cruz, Gonzalo Acua, Francisco A. Cubillos, Vicente Moreno, Danilo Bassi |
| 2007 | ISNN | Adaptive Control Using a Grey Box Neural Model: An Experimental Application. | Francisco A. Cubillos, Gonzalo Acua |
| 2006 | ISNN | Simulation Studies of On-Line Identification of Complex Processes with Neural Networks. | Francisco A. Cubillos, Gonzalo Acua |
| 2005 | ISNN | Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction. | Marcela Jamett, Gonzalo Acua |
| 2005 | ISNN | Neural Grey Box Model for Power Estimation in Semiautogenous Mill. | Tito Valenzuela, Karina Carvajal, Gonzalo Acua, Max Chacn, Luis Magne |
| 1996 | ICANN | Neural Network Model for Maximum Ozone Concentration Prediction. | Gonzalo Acua, Hctor Jorquera, Ricardo Prez |