Maria Fernanda Pires da Costa
AuthID: R-000-BE1
1
TITLE: A Filter-Based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints
AUTHORS: Coelho, C; Fernanda P Costa; Ferrás, LL;
PUBLISHED: 2025, SOURCE: Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023 in Communications in Computer and Information Science, VOLUME: 2135 CCIS
AUTHORS: Coelho, C; Fernanda P Costa; Ferrás, LL;
PUBLISHED: 2025, SOURCE: Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023 in Communications in Computer and Information Science, VOLUME: 2135 CCIS
2
TITLE: Neural Chronos ODE: Modelling bidirectional temporal patterns in time-series data Full Text
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 273
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 273
3
TITLE: Neural fractional differential equations
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: APPLIED MATHEMATICAL MODELLING, VOLUME: 144
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: APPLIED MATHEMATICAL MODELLING, VOLUME: 144
4
TITLE: Enhancing continuous time series modelling with a latent ODE-LSTM approach
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2024, SOURCE: APPLIED MATHEMATICS AND COMPUTATION, VOLUME: 475
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2024, SOURCE: APPLIED MATHEMATICS AND COMPUTATION, VOLUME: 475
5
TITLE: The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities
AUTHORS: Coelho, C; Fernanda P Costa; Ferrás, LL;
PUBLISHED: 2024, SOURCE: 10th IFIP International Workshop on Artificial Intelligence for Knowledge Management, AI4KMES 2023 in IFIP Advances in Information and Communication Technology, VOLUME: 693
AUTHORS: Coelho, C; Fernanda P Costa; Ferrás, LL;
PUBLISHED: 2024, SOURCE: 10th IFIP International Workshop on Artificial Intelligence for Knowledge Management, AI4KMES 2023 in IFIP Advances in Information and Communication Technology, VOLUME: 693
6
TITLE: Fractional Calculus Meets Neural Networks for Computer Vision: A Survey Full Text
AUTHORS: Coelho, Cecilia; Costa, M. Fernanda P.; Ferras, Luis L.;
PUBLISHED: 2024, SOURCE: AI, VOLUME: 5, ISSUE: 3
AUTHORS: Coelho, Cecilia; Costa, M. Fernanda P.; Ferras, Luis L.;
PUBLISHED: 2024, SOURCE: AI, VOLUME: 5, ISSUE: 3
7
TITLE: Neural Fractional Differential Equations: Optimising the Order of the Fractional Derivative
AUTHORS: Coelho, Cecilia; Costa, M. Fernanda P.; Ferras, Luis L.;
PUBLISHED: 2024, SOURCE: FRACTAL AND FRACTIONAL, VOLUME: 8, ISSUE: 9
AUTHORS: Coelho, Cecilia; Costa, M. Fernanda P.; Ferras, Luis L.;
PUBLISHED: 2024, SOURCE: FRACTAL AND FRACTIONAL, VOLUME: 8, ISSUE: 9
8
TITLE: Optimal Control of a Coastal Ecosystem Through Neural Ordinary Differential Equations
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2024, SOURCE: 1st ECAI Workshop on Machine Learning Meets Differential Equations (ML-DE) - From Theory to Applications in 1ST ECAI WORKSHOP ON MACHINE LEARNING MEETS DIFFERENTIAL EQUATIONS: FROM THEORY TO APPLICATIONS, VOLUME: 255
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2024, SOURCE: 1st ECAI Workshop on Machine Learning Meets Differential Equations (ML-DE) - From Theory to Applications in 1ST ECAI WORKSHOP ON MACHINE LEARNING MEETS DIFFERENTIAL EQUATIONS: FROM THEORY TO APPLICATIONS, VOLUME: 255
INDEXED IN: 
Scopus 
WOS
Scopus WOS9
TITLE: Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces
AUTHORS: Magalhaes, V; Costa, M. Fernanda P.; Oliveira Ferreira, M. J.; Pinto, T.; Figueiredo, V;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science and its Applications (ICCSA) in COMPUTATIONAL SCIENCE AND ITS APPLICATIONS-ICCSA 2023 WORKSHOPS, PT I, VOLUME: 14104
AUTHORS: Magalhaes, V; Costa, M. Fernanda P.; Oliveira Ferreira, M. J.; Pinto, T.; Figueiredo, V;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science and its Applications (ICCSA) in COMPUTATIONAL SCIENCE AND ITS APPLICATIONS-ICCSA 2023 WORKSHOPS, PT I, VOLUME: 14104
INDEXED IN: Scopus WOS
Scopus WOS10
TITLE: Modelling of smart irrigation with replan and redistribution algorithms
AUTHORS: Pereira, Rui M. S.; Lopes, Sofia O.; Costa, Maria Fernanda P.; Haie, Naim; Fontes, Fernando A. C. C. ;
PUBLISHED: 2022, SOURCE: JOURNAL OF SUSTAINABLE DEVELOPMENT OF ENERGY WATER AND ENVIRONMENT SYSTEMS-JSDEWES, VOLUME: 10, ISSUE: 3
AUTHORS: Pereira, Rui M. S.; Lopes, Sofia O.; Costa, Maria Fernanda P.; Haie, Naim; Fontes, Fernando A. C. C. ;
PUBLISHED: 2022, SOURCE: JOURNAL OF SUSTAINABLE DEVELOPMENT OF ENERGY WATER AND ENVIRONMENT SYSTEMS-JSDEWES, VOLUME: 10, ISSUE: 3
