| 2016 | ICANN | Using Reservoir Computing and Trend Information for Short-Term Streamflow Forecasting. | Sabrina G. T. A. Bezerra, Camila B. de Andrade, Muser J. S. Valena |
| 2015 | GECCO | Insertion of Artificial Individuals to Increase the Diversity of Multiobjective Evolutionary Algorithms. | Jamisson Santana Freitas, Ccero Garrozi, Muser J. S. Valena |
| 2015 | IWANN | A New Approach of Fuzzy Neural Networks in Monthly Forecast of Water Flow. | Ruben Arajo, Muser J. S. Valena, Srgio Fernandes |
| 2015 | SMC | A New Genetic Operator to Improve the Diversity of the Multiobjective Evolutionary Algorithms. | Jamisson Santana Freitas, Ccero Garrozi, Muser J. S. Valena |
| 2014 | ICTAI | Using Neural Networks in the Identification of Signatures for Prediction of Alzheimer's Disease. | Lara Dantas, Muser J. S. Valena |
| 2012 | IDEAL | Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. | Saulo M. Santos, Muser J. S. Valena, Carmelo J. A. Bastos Filho |
| 2012 | IDEAL | Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation. | Michel M. dos Santos, Muser J. S. Valena, Wellington Pinheiro dos Santos |
| 2012 | IDEAL | Self-Organizing Polynomial Neural Networks Based on Matrix Inversion and Differential Evolution. | Lorena G. N. Tablada, Muser J. S. Valena |
| 1999 | IJCNN | Self-organization sigmoidal blocks networks. | Muser J. S. Valena, Teresa Bernarda Ludermir |