Morgado Dias

Biography

Fernando Morgado-Dias was born in Coimbra, Portugal, in 1971. He received his Master’s degree in Microelectronics from the University Joseph Fourier in Grenoble, France, in 1995 and his PhD from the University of Aveiro, Portugal, in 2005 and is currently an Associated Professor with Habilitation at the University of Madeira and Researcher at ITI/Larsys.
His research interests include Machine Learning, Sleep, Digital Hardware and Renewable Energy. He is currently working on the following projects: Restaurant Review and Sentiment Output, Maritimo Training Lab, Banana Sensing and Sleep Revolution.

Publications

140 entries « 2 of 14 »

2022

Hayat, Ahatsham; Dias, Fernando Morgado; Bhuyan, Bikram Pratim; Tomar, Ravi

Correction: Hayat et al. Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Information 2022, 13, 275 Journal Article

In: Inf., vol. 13, no. 9, pp. 432, 2022.

BibTeX

Mendonça, Fábio; Fred, Ana L. N.; Mostafa, Sheikh Shanawaz; Dias, Fernando Morgado; Ravelo-García, Antonio G.

Automatic detection of cyclic alternating pattern Journal Article

In: Neural Comput. Appl., vol. 34, no. 13, pp. 11097–11107, 2022.

BibTeX

Gupta, Ankit; Ravelo-García, Antonio G.; Dias, Fernando Morgado

A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm Journal Article

In: IEEE J. Biomed. Health Informatics, vol. 26, no. 10, pp. 4837–4848, 2022.

BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Dias, Fernando Morgado; Ravelo-García, Antonio G.; Figueiredo, Mário A. T.

ProBoost: a Boosting Method for Probabilistic Classifiers Journal Article

In: CoRR, vol. abs/2209.01611, 2022.

BibTeX

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

Variational Autoencoder Kernel Interpretation and Selection for Classification Journal Article

In: CoRR, vol. abs/2209.04715, 2022.

BibTeX

2021

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

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

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation Journal Article

In: Artif. Intell. Medicine, vol. 112, pp. 102019, 2021.

BibTeX

Freitas, Luis Miguel Carvalho; Dias, Fernando Morgado

Column amplification stages in CMOS image sensors based on incremental sigma-delta ADCs Journal Article

In: Microelectron. J., vol. 113, pp. 105055, 2021.

BibTeX

140 entries « 2 of 14 »