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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

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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

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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

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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

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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

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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

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TITLE: A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization
AUTHORS: Costa, MFP ; Rocha, AMAC ; Fernandes, EMGP;
PUBLISHED: 2021, SOURCE: 21st International Conference on Computational Science and Its Applications (ICCSA) in COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT V, VOLUME: 12953

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TITLE: A Human-like Upper-limb Motion Planner: Generating naturalistic movements for humanoid robots Full Text
AUTHORS: Gulletta, G; Costa e Silva, Eliana ; Erlhagen, W ; Meulenbroek, R; Costa, MFP ; Bicho, E ;
PUBLISHED: 2021, SOURCE: INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, VOLUME: 18, ISSUE: 2

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TITLE: A Multiple Shooting Descent-Based Filter Method for Optimal Control Problems
AUTHORS: Ramadas, GCV; Fernandes, EMGP; Rocha, AMAC ; Costa, MFP ;
PUBLISHED: 2021, SOURCE: Computational Methods in Applied Sciences, VOLUME: 55

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