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ORCIDM. Fernanda P. Costa
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2020 – today
- 2024
[j12]C. Coelho
, M. Fernanda P. Costa, Luís L. Ferrás:
Enhancing continuous time series modelling with a latent ODE-LSTM approach. Appl. Math. Comput. 475: 128727 (2024)- [c29]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory. Tiny Papers @ ICLR 2024 - [i7]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks. CoRR abs/2403.02730 (2024) - [i6]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Neural Fractional Differential Equations. CoRR abs/2403.02737 (2024) - [i5]C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás:
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation. CoRR abs/2403.02821 (2024) - 2023
- [c28]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities. AI4KMES@ECAI 2023: 150-160 - [c27]V. Magalhães, M. Fernanda P. Costa, M. J. Oliveira Ferreira, T. Pinto, V. Figueiredo:
Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces. ICCSA (Workshops 1) 2023: 407-420 - [c26]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability. Tiny Papers @ ICLR 2023 - [i4]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data. CoRR abs/2307.01023 (2023) - [i3]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach. CoRR abs/2307.05126 (2023) - [i2]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs. CoRR abs/2307.14940 (2023) - [i1]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities. CoRR abs/2311.13293 (2023) - 2022
- [c25]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
A Kernel Clustering Algorithm Based on Diameters. OL2A 2022: 442-456 - 2021
- [c24]Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa:
Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization. ICCSA (5) 2021: 333-349 - [c23]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization. ICCSA (5) 2021: 382-396 - [c22]M. Fernanda P. Costa, C. Coelho, Luís L. Ferrás:
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. ICCSA (4) 2021: 481-494 - [c21]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás, Ana Jacinta Soares:
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. ICCSA (2) 2021: 501-516 - [c20]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
A Simple Clustering Algorithm Based on Weighted Expected Distances. OL2A 2021: 86-101 - 2020
- [j11]M. Joseane F. G. Macêdo, Elizabeth W. Karas, M. Fernanda P. Costa, Ana Maria A. C. Rocha:
Filter-based stochastic algorithm for global optimization. J. Glob. Optim. 77(4): 777-805 (2020) - [c19]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization. ICCSA (3) 2020: 538-551 - [c18]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization. ICCSA (3) 2020: 606-619 - [c17]Ana Maria A. C. Rocha, Marina A. Matos, M. Fernanda P. Costa, António Gaspar-Cunha, Edite M. G. P. Fernandes:
Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method. ICCSA (3) 2020: 664-679
2010 – 2019
- 2019
- [c16]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization. NUMTA (2) 2019: 59-71 - [c15]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
A Population-Based Stochastic Coordinate Descent Method. WCGO 2019: 16-25 - 2018
- [j10]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
On a multiobjective optimal control of a tumor growth model with immune response and drug therapies. Int. Trans. Oper. Res. 25(1): 269-294 (2018) - [j9]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Preface to the Special Issue "GOW'16". J. Glob. Optim. 71(3): 441-442 (2018) - [j8]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Filter-based DIRECT method for constrained global optimization. J. Glob. Optim. 71(3): 517-536 (2018) - 2017
- [j7]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
On a smoothed penalty-based algorithm for global optimization. J. Glob. Optim. 69(3): 561-585 (2017) - [j6]M. Fernanda P. Costa, Rogério B. Francisco, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization. J. Optim. Theory Appl. 174(3): 875-893 (2017) - [c14]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison. ICCSA (3) 2017: 107-118 - [c13]M. Joseane F. G. Macêdo, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Elizabeth W. Karas:
Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization. ICCSA (3) 2017: 119-134 - 2016
- [c12]Florbela P. Fernandes, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems. ICCSA (1) 2016: 345-358 - [c11]Ana Maria A. C. Rocha, Marisa C. Martins, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem. ICCSA (1) 2016: 386-401 - [c10]Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha:
Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems. ICCSA (1) 2016: 402-417 - 2015
- [c9]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization. EMO (1) 2015: 292-306 - 2014
- [j5]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Rogério B. Francisco, Edite M. G. P. Fernandes:
Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization. Adv. Oper. Res. 2014: 215182:1-215182:12 (2014) - [j4]M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes:
An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method. J. Comput. Appl. Math. 259: 868-876 (2014) - [j3]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues. J. Glob. Optim. 60(2): 239-263 (2014) - [c8]Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems. ICCSA (2) 2014: 140-153 - [c7]Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha:
Experiments with Firefly Algorithm. ICCSA (2) 2014: 227-236 - 2013
- [c6]Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha:
An evolutionary algorithm based pattern search approach for constrained optimization. IEEE Congress on Evolutionary Computation 2013: 1355-1362 - [c5]Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Multilocal Programming: A Derivative-Free Filter Multistart Algorithm. ICCSA (1) 2013: 333-346 - 2012
- [c4]Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization. ICCSA (3) 2012: 57-71 - [c3]Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes:
A Derivative-Free Filter Driven Multistart Technique for Global Optimization. ICCSA (3) 2012: 103-118 - 2011
- [j2]António Gaspar-Cunha, Fernando Mendes, M. Fernanda P. Costa:
Multi-objective memetic algorithm: comparing artificial neural networks and pattern search filter method approaches. Int. Trans. Oper. Res. 18(2): 183-203 (2011) - [c2]M. Fernanda P. Costa, Edite M. G. P. Fernandes:
On Minimizing Objective and KKT Error in a Filter Line Search Strategy for an Interior Point Method. ICCSA (3) 2011: 231-244 - [c1]Eliana Costa e Silva, M. Fernanda P. Costa, Estela Bicho, Wolfram Erlhagen:
Nonlinear Optimization for Human-Like Movements of a High Degree of Freedom Robotics Arm-Hand System. ICCSA (3) 2011: 327-342
2000 – 2009
- 2008
- [j1]M. Fernanda P. Costa, Edite M. G. P. Fernandes:
Practical implementation of an interior point nonmonotone line search filter method. Int. J. Comput. Math. 85(3&4): 397-409 (2008)
Coauthor Index
aka: Ana Maria A. C. Rocha
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