Maria Fernanda Pires da Costa


AuthID: R-000-BE1

Confirmed Publications: 92



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: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT III, VOLUME: 2135
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
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
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
3
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
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID | CIÊNCIAVITAE
4
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
INDEXED IN: WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
5
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
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
6
TITLE: The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities
AUTHORS: Coelho, C.; Costa, M. Fernanda P. ; Ferras, L. L. ;
PUBLISHED: 2024, SOURCE: 10th International Workshop on Artificial Intelligence for Knowledge Management-AI4KMES in ARTIFICIAL INTELLIGENCE FOR KNOWLEDGE MANAGEMENT, ENERGY AND SUSTAINABILITY, IFIP INTERNATIONAL WORKSHOP-AI4KMES 2023, VOLUME: 693
INDEXED IN: Scopus WOS CrossRef
7
TITLE: The Role of Adaptive Activation Functions in Fractional Physics-Informed Neural Networks  Full Text
AUTHORS: Coelho, C.; Costa, M. Fernanda P. ; Ferras, L. L.;
PUBLISHED: 2024, SOURCE: International Conference on Numerical Analysis and Applied Mathematics (ICNAAM) in INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2022, ICNAAM-2022, VOLUME: 3094, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef
IN MY: CIÊNCIAVITAE
8
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
INDEXED IN: Scopus WOS CrossRef
IN MY: CIÊNCIAVITAE
9
TITLE: A Kernel Clustering Algorithm Based on Diameters
AUTHORS: Costa, M. Fernanda P. ; Rocha, Ana Maria A. C. ; Fernandes, Edite M. G. P.;
PUBLISHED: 2022, SOURCE: 2nd International Conference on Optimization, Learning Algorithms and Applications (OL2A) in OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2022, VOLUME: 1754
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
10
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
INDEXED IN: Scopus WOS CrossRef: 3
IN MY: ORCID | CIÊNCIAVITAE
Page 1 of 10. Total results: 92.

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