| 2025 | IJCNN | Improving the Identification of Residential Loads Using Deep Transfer Learning Feature Extraction: A Comparative Analysis. | J. S. Corra, Diego L. Cavalca, Ricardo A. S. Fernandes |
| 2022 | SMC | An Approach Based on DAMICORE Clustering Algorithm to Identify Home Appliances in Overlapping Consumption Scenarios. | Raphael Zanandra Moda, Ricardo A. S. Fernandes |
| 2022 | SMC | An Approach Based on Feature Engineering and Machine Learning for the Prediction of Child Violence. | Anbal T. S. Osses, Ricardo A. S. Fernandes |
| 2021 | IJCNN | Analysis of Technical, Economic and Social Information Features to Predict the Bitcoin Price Direction for Day-Trade Operations. | Dennys C. A. Mallqui, Ricardo A. S. Fernandes |
| 2019 | IJCNN | Methodology Based on Adaboost Algorithm Combined with Neural Network for the Location of Voltage Sag Disturbance. | Fbbio A. S. Borges, Ricardo A. L. Rablo, Ricardo A. S. Fernandes, M. A. Arajo |
| 2018 | CEC | Hybrid Particle Swarm Algorithm Applied to Flexible Job-Shop Problem. | Diego L. Cavalca, Ricardo A. S. Fernandes |
| 2018 | CEC | Gradient-based Mechanism For PSO Algorithm: A Comparative Study On Numerical Benchmarks. | Diego L. Cavalca, Ricardo A. S. Fernandes |
| 2018 | ICAISC | Comparative Analysis Between Particle Swarm Optimization Algorithms Applied to Price-Based Demand Response. | Diego L. Cavalca, Guilherme Spavieri, Ricardo A. S. Fernandes |
| 2018 | ICAISC | An Adaptive Individual Inertia Weight Based on Best, Worst and Individual Particle Performances for the PSO Algorithm. | Guilherme Spavieri, Diego L. Cavalca, Ricardo A. S. Fernandes, Guilherme G. Lage |
| 2017 | DCAI | Feature Extraction-Based Method for Voltage Sag Source Location in the Context of Smart Grids. | Fbbio A. S. Borges, Ivan Nunes da Silva, Ricardo A. S. Fernandes |
| 2017 | DCAI | Statistics-Based Approach to Enable Consumer Profile Definition for Demand Response Programs. | Ricardo A. S. Fernandes, L. O. Deus, Luis Gomes, Zita A. Vale |
| 2017 | PAAMS | Gravitational Search Algorithm Applied for Residential Demand Response Using Real-Time Pricing. | Guilherme Spavieri, Ricardo A. S. Fernandes, Zita A. Vale |
| 2012 | CEC | Operational planning of hydrothermal systems based on a fuzzy-PSO approach. | Ricardo A. L. Rablo, Ricardo A. S. Fernandes, Ivan Nunes da Silva |