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F

Fábio Mendonça

University of Madeira

17H-index
71Paper Count
1.3KCitation Count
Published Papers 22
Publication Date
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A dataset of human and AI-generated rubric evaluations for formative programming assessment
errScientific Data
IF6.9
err2026-05-25
err0
errOAAI
errPedro C. Mendonça; Filipe Quintal; Karolina Baras; Fábio Mendonça
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errSave
A multi-stage dataset for banana bunch detection and harvesting decision support
errDATA IN BRIEF
IF1.4
err2025-12-01
err0
errOAAI
errBaglat, Preety; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando
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errSave
Comparative analysis and evaluation of YOLO generations for banana bunch detection
errSmart Agricultural Technology
IF5.7
err2025-07-08
err0
errOAAI
errPreety Baglat; Ahatsham Hayat; Sheikh Shanawaz Mostafa; Fábio Mendonça; Fernando Morgado-Dias
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errSave
Deep Learning Enhanced Wind Speed and Direction Forecasting for Airport Regions
errWEATHER AND FORECASTING
IF3.1
err2025-01-01
err0
PREAI
errAlves, Decio; Mendonca, Fabio; Mostafa, Sheikh shanawaz; Morgado-dias, Fernando
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errSave
ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errFábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado-Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo
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errSave
A Critical Review of the Propagation Models Employed in LoRa Systems
errSENSORS
IF3.5
err2024-06-15
err5
errOAAI
errAzevedo, Joaquim Amandio; Mendonca, Fabio
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errSave
Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errAlves, Decio; Freitas, Diogo; Mendonca, Fabio; Mostafa, Sheikh; Morgado-Dias, Fernando
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errSave
Towards automatic EEG cyclic alternating pattern analysis: a systematic review
errBIOMEDICAL ENGINEERING LETTERS
IF2.8
err2023-07-19
err3
errOAAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.; Rosenzweig, Ivana
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errSave
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review
errSENSORS
IF3.5
err2023-01-09
err11
errOAAI
errBaglat, Preety; Hayat, Ahatsham; Mendonca, Fabio; Gupta, Ankit; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando
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errSave
A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern
errSLEEP
IF4.9
err2022-09-13
err6
PREAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Gupta, Ankit; Arnardottir, Erna Sif; Leppanen, Timo; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
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errSave
On the use of patterns obtained from LSTM and feature-based methods for time series analysis: application in automatic classification of the CAP A phase subtypes
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2021-03-08
err11
errOAAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
errShare
errSave
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2021-02-01
err5
PREAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
errShare
errSave
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2020-09-01
err10
PREAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
errShare
errSave
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2020-06-01
err11
PREAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
errShare
errSave
An Oximetry Based Wireless Device for Sleep Apnea Detection
errSENSORS
IF3.5
err2020-02-07
err19
errOAAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.
errShare
errSave
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection
errIEEE ACCESS
IF3.6
err2020-01-01
err35
errOAAI
errMostafa, Sheikh Shanawaz; Mendonca, Fabio; Ravelo-Garcia, Antonio G.; Julia-Serda, Gabriel; Morgado-Dias, Fernando
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errSave
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device
errIEEE ACCESS
IF3.6
err2020-01-01
err4
errOAAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Julia-Serda, Gabriel; Ravelo-Garcia, Antonio G.
errShare
errSave
A Systematic Review of Detecting Sleep Apnea Using Deep Learning
errSENSORS
IF3.5
err2019-11-12
err100
errOAAI
errMostafa, Sheikh Shanawaz; Mendonca, Fabio; Ravelo-Garcia, Antonio G.; Morgado-Dias, Fernando
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errSave
A Review of Obstructive Sleep Apnea Detection Approaches
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2019-03-01
err129
PREAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Ravelo-Garcia, Antonio G.; Morgado-Dias, Fernando; Penzel, Thomas
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errSave
A Review of Approaches for Sleep Quality Analysis
errIEEE ACCESS
IF3.6
err2019-01-01
err61
errOAAI
errMendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G.; Penzel, Thomas
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Thomas Penzel
H-index: 74 · Papers: 1.7K
M
Mário A. T. Figueiredo
H-index: 55 · Papers: 394
I
Ivana Rosenzweig
H-index: 34 · Papers: 198
E
Erna Sif Arnardóttir
H-index: 32 · Papers: 237
F
Fernando Morgado‐Dias
H-index: 28 · Papers: 189
View more