| 2023 | SMC | Short Calibrated SSVEP-BCI for Cross-Subject Transfer Learning via ELM-AE. | Christian Flores, Paolo Casas, Sarah Leite, Romis Attux |
| 2022 | IJCNN | Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. | Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, Romis Attux, Joo M. T. Romano |
| 2020 | BIBE | Criteria for event-related (de)synchronization detection and feature consistency for motor imagery-based neuromodulation. | Carlos Alberto Stefano Filho, Jos Ignacio Serrano, Romis Attux, Gabriela Castellano, Eduardo Rocon, M. Dolores del Castillo |
| 2018 | CEC | Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems. | Stephanie Alvarez Fernandez, Denis G. Fantinato, Jugurta R. Montalvo Filho, Romis Attux, Daniel G. Silva |
| 2016 | ESANN | An Immune-Inspired, Dependence-Based Approach to Blind Inversion of Wiener Systems. | Stephanie Alvarez Fernandez, Romis Attux, Denis G. Fantinato, Jugurta Montalvo, Daniel G. Silva |
| 2014 | ESANN | Analysis of the Weighted Fuzzy C-means in the problem of source location. | Everton Z. Nadalin, Rodrigo C. Silva, Romis Attux, Joo M. T. Romano |
| 2013 | CEC | A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. | Andr R. Gonalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben |
| 2013 | ESANN | Error entropy criterion in echo state network training. | Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvo, Joo Marcos Travassos Romano |
| 2013 | ICASSP | Unsupervised training of detection threshold for polyphonic musical note tracking based on event periodicity. | Tiago Fernandes Tavares, Jayme Garcia Arnal Barbedo, Romis Attux, Amauri Lopes |
| 2012 | ICONIP | Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction. | Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra |
| 2012 | IJCNN | Performance analysis of nonlinear echo state network readouts in signal processing tasks. | Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben |
| 2012 | IDEAL | Echo State Networks for Seasonal Streamflow Series Forecasting. | Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho |
| 2011 | IJCNN | An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem. | Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben |