| 2025 | SMC | TE-CNN-AAE: Learning Robust Financial Time Series Representations with Trend-Enhanced Adversarial Autoencoders. | Jefferson O. A. de Araujo, Adriano L. I. de Oliveira, Cleber Zanchettin |
| 2015 | IJCNN | A prediction model for high-frequency financial time series. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Silvio Romero de Lemos Meira |
| 2012 | ICONIP | Extreme Learning Machines for Intrusion Detection Systems. | Gilles Paiva M. de Farias, Adriano L. I. de Oliveira, George G. Cabral |
| 2010 | GECCO | A covariance matrix adaptation based evolutionary methodology for phase adjustment in financial time series forecasting. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio C. B. Soares |
| 2010 | IJCNN | A quantum-inspired hybrid methodology for financial time series prediction. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio C. B. Soares |
| 2010 | ICTAI | Hybrid Intelligent Design of Morphological-Rank-Linear Perceptrons for Software Development Cost Estimation. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio Soares |
| 2010 | SMC | Overcoming the random walk dilemma using a Covariance Matrix Adaptation Evolutionary method. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio Soares |
| 2010 | SMC | Identifying parallel jobs for Multi-Physics simulators scheduling. | Renata Medeiros de Carvalho, Ricardo Massa Ferreira Lima, Adriano L. I. de Oliveira, Felix Christian Guimares Santos |
| 2010 | SAC | Hybrid evolutionary quantum inspired method to adjust time phase distortions in financial time series. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio C. B. Soares |
| 2009 | ICTAI | A Morphological-Rank-Linear Approach for Software Development Cost Estimation. | Ricardo de A. Arajo, Adriano L. I. de Oliveira, Srgio C. B. Soares |