Diogo Nuno Freitas

Biography

Diogo Nuno Freitas completed a Master’s Degree in Mathematics, Statistics and Applications from the Faculty of Exact Sciences and Engineering of the University of Madeira and a Degree in Computer Engineering from the same institution. He is currently a PhD student in Computer Engineering and a researcher at the Interactive Technologies Institute and NOVA LINCS. His research interests include artificial neural networks and stochastic optimization algorithms.

Publications

17 entries « 1 of 2 »

2023

Bettencourt, Sara; Freitas, Diogo Nuno; Costa, Sónia; Caeiro, Sandra

Public Perceptions, Knowledge, Responsibilities, and Behavior Intentions on Marine Litter: Identifying Profiles of Small Oceanic Islands Inhabitants Journal Article

In: Ocean & Coastal Management, vol. 231, pp. 106406, 2023.

Links | BibTeX

Bettencourt, Sara; Freitas, Diogo Nuno; Lucas, Carlos; Costa, Sónia; Caeiro, Sandra

Marine Litter Education: From Awareness to Action Journal Article

In: Marine Pollution Bulletin, vol. 192, pp. 114963, 2023.

Links | BibTeX

2022

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Dias, Fernando Morgado; Ravelo-García, Antonio G.

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection Journal Article

In: Entropy, vol. 24, no. 5, pp. 688, 2022.

BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-García, Antonio G.

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection Journal Article

In: Entropy, vol. 24, no. 5, pp. 688, 2022.

Links | BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-García, Antonio G.

Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG Journal Article

In: International Journal of Environmental Research and Public Health, vol. 19, no. 17, pp. 688, 2022.

Links | BibTeX

2021

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Dias, Fernando Morgado; Ravelo-García, Antonio G.

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG Journal Article

In: CoRR, vol. abs/2112.11218, 2021.

BibTeX

Freitas, Diogo; Lopes, Luiz Guerreiro; Morgado-Dias, Fernando

A Neural network-based approach for approximating arbitrary roots of polynomials Journal Article

In: Mathematics, vol. 9, no. 4, pp. 317, 2021.

Links | BibTeX

Freitas, Diogo; Lopes, Luiz Guerreiro; Morgado-Dias, Fernando

MRF--PSO: MultiRoot finding particle swarm optimization algorithm for nonlinear functions Proceedings Article

In: Artificial Intelligence and Sustainable Computing, pp. 423–439, 2021.

Links | BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-Garc'ia, Antonio G

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG Journal Article

In: arXiv, 2021.

BibTeX

2020

Freitas, Diogo; Lopes, Luiz Guerreiro; Dias, Fernando Morgado

Particle Swarm Optimisation: A Historical Review Up to the Current Developments Journal Article

In: Entropy, vol. 22, no. 3, pp. 362, 2020.

BibTeX

17 entries « 1 of 2 »