Maria Fernanda Pires da Costa


AuthID: R-000-BE1

Confirmed Publications: 99



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: A Study on Adaptive Penalty Functions in Neural ODEs for Real Systems Modeling  Full Text
AUTHORS: Coelho, C; Fernanda P Costa ; Ferrás, LL;
PUBLISHED: 2025, SOURCE: 2023 International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2023 in AIP Conference Proceedings, VOLUME: 3315
INDEXED IN: Scopus CrossRef
IN MY: CIÊNCIAVITAE
3
TITLE: A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks  Full Text
AUTHORS: Coelho, C.; Costa, M. Fernanda P. ; Ferras, L. L. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF FORECASTING
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
4
TITLE: Automated and Optimized Scheduling for CNC Machines  Full Text
AUTHORS: Martins, Guilherme Sousa Silva; Costa, M. Fernanda P. ; Alves, Filipe;
PUBLISHED: 2025, SOURCE: MATHEMATICS, VOLUME: 13, ISSUE: 16
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
5
TITLE: Methodologies for Improved Optimisation of the Derivative Order and Neural Network Parameters in Neural FDE Models
AUTHORS: Coelho, Cecilia; Costa, M. Fernanda P. ; Niggemann, Oliver; Ferras, Luis L.;
PUBLISHED: 2025, SOURCE: FRACTAL AND FRACTIONAL, VOLUME: 9, ISSUE: 7
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
6
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
7
TITLE: Neural fractional differential equations
AUTHORS: Coelho, C.; Costa, M. Fernanda P. ; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: APPLIED MATHEMATICAL MODELLING, VOLUME: 144
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
8
TITLE: XNODE: A XAI Suite to Understand Neural Ordinary Differential Equations  Full Text
AUTHORS: Coelho, Cecilia; da Costa, Maria Fernanda Pires ; Ferras, Luis L. ;
PUBLISHED: 2025, SOURCE: AI, VOLUME: 6, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
9
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
10
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
Page 1 of 10. Total results: 99.

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