| 2026 | ICCSA | Parameter Estimation for a Springpot-Fractional Dashpot Viscoelastic Model: Optimisation and Numerical Laplace Inversion. | Lus L. Ferrs, Ceclia Coelho, M. Fernanda P. Costa, Maria Lusa Morgado, Magda Rebelo |
| 2026 | ICCSA | A Comparative Study of Optimization Models for Superellipsoid Fitting in 3D Object. | Maria Silva, M. Fernanda P. Costa, Eliana Costa e Silva |
| 2026 | ICCSA | Recurrent Neural Networks for Predicting Inflows in Hydroelectric Reservoirs. | E. Villar, Ceclia Coelho, M. Fernanda P. Costa, Lus L. Ferrs |
| 2024 | ICLR | Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory. | C. Coelho, M. Fernanda P. Costa, Lus L. Ferrs |
| 2023 | ICCSA | Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces. | V. Magalhes, M. Fernanda P. Costa, M. J. Oliveira Ferreira, T. Pinto, V. Figueiredo |
| 2023 | ICLR | Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability. | C. Coelho, M. Fernanda P. Costa, Lus L. Ferrs |
| 2021 | ICCSA | Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. | C. Coelho, M. Fernanda P. Costa, Lus L. Ferrs, Ana Jacinta Soares |
| 2021 | ICCSA | Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. | M. Fernanda P. Costa, C. Coelho, Lus L. Ferrs |
| 2021 | ICCSA | A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization. | M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes |
| 2021 | ICCSA | Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization. | Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa |
| 2020 | ICCSA | Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization. | M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes |
| 2020 | ICCSA | Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization. | Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2020 | ICCSA | Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method. | Ana Maria A. C. Rocha, Marina A. Matos, M. Fernanda P. Costa, Antnio Gaspar-Cunha, Edite M. G. P. Fernandes |
| 2017 | ICCSA | Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison. | M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes |
| 2017 | ICCSA | Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization. | M. Joseane F. G. Macdo, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Elizabeth W. Karas |
| 2016 | ICCSA | Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems. | Florbela P. Fernandes, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes |
| 2016 | ICCSA | Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems. | Rogrio B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha |
| 2016 | ICCSA | Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem. | Ana Maria A. C. Rocha, Marisa C. Martins, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2015 | EMO | Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization. | M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes |
| 2014 | ICCSA | Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems. | Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2014 | ICCSA | Experiments with Firefly Algorithm. | Rogrio B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha |
| 2013 | CEC | An evolutionary algorithm based pattern search approach for constrained optimization. | Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, Antnio Gaspar-Cunha |
| 2013 | ICCSA | Multilocal Programming: A Derivative-Free Filter Multistart Algorithm. | Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2012 | ICCSA | A Derivative-Free Filter Driven Multistart Technique for Global Optimization. | Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2012 | ICCSA | An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization. | Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2011 | ICCSA | On Minimizing Objective and KKT Error in a Filter Line Search Strategy for an Interior Point Method. | M. Fernanda P. Costa, Edite M. G. P. Fernandes |
| 2011 | ICCSA | Nonlinear Optimization for Human-Like Movements of a High Degree of Freedom Robotics Arm-Hand System. | Eliana Costa e Silva, M. Fernanda P. Costa, Estela Bicho, Wolfram Erlhagen |