M. Fernanda P. Costa

53 papers B 1Journal 20Unranked 30
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neural Chronos ODE: Modelling bidirectional temporal patterns in time-series data.
Expert Syst. Appl.
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2025 — ed.
Proceedings of the 2nd ECAI Workshop on "Machine Learning Meets Differential Equations: From Theory to Applications", 26 October 2025, Bologna, Italy
ML-DE
Cecília Coelho, Bernd Zimmering, M. Fernanda P. Costa, Luís L. Ferrás, Oliver Niggemann
2024 J jnl
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.
CoRR
C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
Enhancing continuous time series modelling with a latent ODE-LSTM approach.
Appl. Math. Comput.
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
Neural Fractional Differential Equations.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 — conf
Optimal Control of a Coastal Ecosystem Through Neural Ordinary Differential Equations.
ML-DE
Cecília Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 — ed.
Proceedings of the 1st ECAI Workshop on "Machine Learning Meets Differential Equations: From Theory to Applications", 20 October 2024, Santiago de Compostela, Spain
ML-DE
Cecília Coelho, Bernd Zimmering, M. Fernanda P. Costa, Luís L. Ferrás, Oliver Niggemann
2024 — conf
Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory.
Tiny Papers @ ICLR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
A Filter-Based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints.
PKDD/ECML Workshops (3)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces.
ICCSA (Workshops 1)
V. Magalhães, M. Fernanda P. Costa, M. J. Oliveira Ferreira, T. Pinto, V. Figueiredo
2023 J jnl
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.
Tiny Papers @ ICLR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
AI4KMES@ECAI
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2022 — conf
A Kernel Clustering Algorithm Based on Diameters.
OL2A
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2021 — conf
A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization.
ICCSA (5)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2021 — conf
A Simple Clustering Algorithm Based on Weighted Expected Distances.
OL2A
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2021 — conf
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.
ICCSA (2)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás, Ana Jacinta Soares
2021 — conf
Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization.
ICCSA (5)
Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa
2021 — conf
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.
ICCSA (4)
M. Fernanda P. Costa, C. Coelho, Luís L. Ferrás
2020 J jnl
Filter-based stochastic algorithm for global optimization.
J. Glob. Optim.
M. Joseane F. G. Macêdo, Elizabeth W. Karas, M. Fernanda P. Costa, Ana Maria A. C. Rocha
2020 — conf
Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization.
ICCSA (3)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2020 — conf
Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization.
ICCSA (3)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2020 — conf
Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method.
ICCSA (3)
Ana Maria A. C. Rocha, Marina A. Matos, M. Fernanda P. Costa, António Gaspar-Cunha, Edite M. G. P. Fernandes
2019 — conf
A Population-Based Stochastic Coordinate Descent Method.
WCGO
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2019 — conf
Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization.
NUMTA (2)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2018 J jnl
Filter-based DIRECT method for constrained global optimization.
J. Glob. Optim.
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2018 J jnl
On a multiobjective optimal control of a tumor growth model with immune response and drug therapies.
Int. Trans. Oper. Res.
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2018 J jnl
Preface to the Special Issue "GOW'16".
J. Glob. Optim.
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2017 — conf
Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization.
ICCSA (3)
M. Joseane F. G. Macêdo, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Elizabeth W. Karas
2017 — conf
Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison.
ICCSA (3)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2017 J jnl
On a smoothed penalty-based algorithm for global optimization.
J. Glob. Optim.
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2017 J jnl
Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization.
J. Optim. Theory Appl.
M. Fernanda P. Costa, Rogério B. Francisco, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2016 — conf
Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem.
ICCSA (1)
Ana Maria A. C. Rocha, Marisa C. Martins, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2016 — conf
Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems.
ICCSA (1)
Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha
2016 — conf
Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems.
ICCSA (1)
Florbela P. Fernandes, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2015 — conf
Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization.
EMO (1)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2014 J jnl
A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues.
J. Glob. Optim.
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2014 J jnl
An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method.
J. Comput. Appl. Math.
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
2014 — conf
Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems.
ICCSA (2)
Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2014 — conf
Experiments with Firefly Algorithm.
ICCSA (2)
Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha
2014 J jnl
Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization.
Adv. Oper. Res.
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Rogério B. Francisco, Edite M. G. P. Fernandes
2013 B conf
An evolutionary algorithm based pattern search approach for constrained optimization.
IEEE Congress on Evolutionary Computation
Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha
2013 — conf
Multilocal Programming: A Derivative-Free Filter Multistart Algorithm.
ICCSA (1)
Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2012 — conf
A Derivative-Free Filter Driven Multistart Technique for Global Optimization.
ICCSA (3)
Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2012 — conf
An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization.
ICCSA (3)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
2011 J jnl
Multi-objective memetic algorithm: comparing artificial neural networks and pattern search filter method approaches.
Int. Trans. Oper. Res.
António Gaspar-Cunha, Fernando Mendes, M. Fernanda P. Costa
2011 — conf
Nonlinear Optimization for Human-Like Movements of a High Degree of Freedom Robotics Arm-Hand System.
ICCSA (3)
Eliana Costa e Silva, M. Fernanda P. Costa, Estela Bicho, Wolfram Erlhagen
2011 — conf
On Minimizing Objective and KKT Error in a Filter Line Search Strategy for an Interior Point Method.
ICCSA (3)
M. Fernanda P. Costa, Edite M. G. P. Fernandes
2008 J jnl
Practical implementation of an interior point nonmonotone line search filter method.
Int. J. Comput. Math.
M. Fernanda P. Costa, Edite M. G. P. Fernandes