Morgado-Dias

Morgado-Dias

Universidade da Madeira

H-index: 28

Europe-Portugal

About Morgado-Dias

Morgado-Dias, With an exceptional h-index of 28 and a recent h-index of 22 (since 2020), a distinguished researcher at Universidade da Madeira, specializes in the field of Artificial Neural Networks, Sleep Analysis, Renewable energy, Energy Policy, FPGA.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing

Sleep Analysis by Evaluating the Cyclic Alternating Pattern A Phases

Recent advancements in deep learning-based remote photoplethysmography methods

Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach

Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review

Oil Sector and Sentiment Analysis—A Review

On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation

Morgado-Dias Information

University

Position

Associate Professor at the Interactive Technologies Institute (ITI/LARSyS)

Citations(all)

3316

Citations(since 2020)

2155

Cited By

1859

hIndex(all)

28

hIndex(since 2020)

22

i10Index(all)

63

i10Index(since 2020)

46

Email

University Profile Page

Universidade da Madeira

Google Scholar

View Google Scholar Profile

Morgado-Dias Skills & Research Interests

Artificial Neural Networks

Sleep Analysis

Renewable energy

Energy Policy

FPGA

Top articles of Morgado-Dias

Title

Journal

Author(s)

Publication Date

Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing

Electronics

Alexandre Branco

Daniel Parada

Marcos Silva

Fábio Mendonça

Sheikh Shanawaz Mostafa

...

2024/1/31

Sleep Analysis by Evaluating the Cyclic Alternating Pattern A Phases

Electronics

Arturo Alves

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2024/1/12

Recent advancements in deep learning-based remote photoplethysmography methods

Ankit Gupta

Antonio G Ravelo-García

Fernando Morgado-Dias

2024/1/1

Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach

IEEE Access

Décio Alves

Diogo Freitas

Fábio Mendonça

Sheikh Mostafa

Fernando Morgado-Dias

2024/4/29

Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning

Electronics

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

Joaquim Amândio Azevedo

Antonio G Ravelo-García

...

2024/3/20

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review

Preety Baglat

Ahatsham Hayat

Fábio Mendonça

Ankit Gupta

Sheikh Shanawaz Mostafa

...

2023/1/9

Oil Sector and Sentiment Analysis—A Review

Marcus Vinicius Santos

Fernando Morgado-Dias

Thiago C Silva

2023/6/20

On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation

Information

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

Antonio G Ravelo-García

2023/10/18

A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern

Sleep

Fábio Mendonça

Sheikh Shanawaz Mostafa

Ankit Gupta

Erna Sif Arnardottir

Timo Leppänen

...

2023/1/1

Electricity, Transportation, and Water Provision of 100% Renewable Energy for Remote Areas

Energies

Roham Torabi

Álvaro Gomes

Fernando Morgado-Dias

2023/5/17

The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review

Décio Alves

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2023/10/13

On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms

Applied Sciences

André Moura

Pedro Lima

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2023/4/21

Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods

Applied Sciences

Décio Alves

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2023/9/12

Graphical User Interface for the Development of Probabilistic Convolutional Neural Networks

Signals

Aníbal Chaves

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2023/4/20

Towards automatic EEG cyclic alternating pattern analysis: a systematic review

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

Antonio G Ravelo-García

Ivana Rosenzweig

2023/8

Motion and Illumination Resistant Facial Video based Heart Rate Estimation Method using Levenberg-Marquardt Algorithm Optimized Undercomplete Independent Component Analysis

Authorea Preprints

Ankit Gupta

Antonio G Ravelo-García

Fernando Morgado-Dias

2023/10/30

Novel comparative study for the detection of COVID-19 using CT scan and chest X-ray images

International Journal of Environmental Research and Public Health

Ahatsham Hayat

Preety Baglat

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

2023/1/10

Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms

Electronics

Ankit Gupta

Fábio Mendonça

Sheikh Shanawaz Mostafa

Antonio G Ravelo-García

Fernando Morgado-Dias

2023/7/5

Things you need to know if you are writing a scientific paper, thesis or report in Engineering or Science

Authorea Preprints

Diogo Freitas

Fernando Morgado-Dias

Adriana Ribeiro

2023/10/30

ProBoost: a Boosting Method for Probabilistic Classifiers

arXiv preprint arXiv:2209.01611

Fábio Mendonça

Sheikh Shanawaz Mostafa

Fernando Morgado-Dias

Antonio G Ravelo-García

Mário AT Figueiredo

2022/9/4

See List of Professors in Morgado-Dias University(Universidade da Madeira)

Co-Authors

H-index: 80
Thomas Penzel

Thomas Penzel

Charité - Universitätsmedizin Berlin

H-index: 40
Carlos M. Travieso-González

Carlos M. Travieso-González

Universidad de Las Palmas de Gran Canaria

H-index: 27
A. Gomes

A. Gomes

Universidade de Coimbra

H-index: 8
Xiaoju Chen

Xiaoju Chen

Carnegie Mellon University

H-index: 6
Roham Torabi

Roham Torabi

Universidade da Madeira

H-index: 5
Luiz Guerreiro Lopes

Luiz Guerreiro Lopes

Universidade da Madeira

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