Fernando Morgado-Dias

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Author response for "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"

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020 .

Analog active filter design using a multi objective genetic algorithm

Nuno Horta, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, 2018, AEU - International Journal of Electronics and Communications.

SpO2 based sleep apnea detection using deep learning

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2017, 2017 IEEE 21st International Conference on Intelligent Engineering Systems (INES).

A More Accurate Machine Learning Photovoltaic System Performance Analyser by Using Fuzzy Logic

Fernando Morgado-Dias, H. Geirinhas Ramos, J. P. Carvalho, 2018 .

Dual-Processor Neural Network Implementation in FPGA

Fernando Morgado-Dias, Diego Santos, Henrique Nunes, 2012 .

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, IEEE Access.

A Review of Approaches for Sleep Quality Analysis

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, IEEE Access.

NanEye-An Endoscopy Sensor With 3-D Image Synchronization

Fernando Morgado-Dias, Ricardo M. Sousa, Martin Wäny, 2017, IEEE Sensors Journal.

Energy production forecasting for a wind farm composed of turbines with different features

Fernando Morgado-Dias, Darío Baptista, F. Morgado‐Dias, 2017, 2017 International Conference in Energy and Sustainability in Small Developing Economies (ES2DE).

Automatic detection of cyclic alternating pattern

Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García, 2018, Neural Computing and Applications.

SC3: self-configuring classifier combination for obstructive sleep apnea

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2019, Neural Computing and Applications.

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

Fernando Morgado-Dias, Adriana Ribeiro, Diogo Freitas, 2020 .

Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2018, 2018 13th APCA International Conference on Control and Soft Computing (CONTROLO).

Artificial intelligence in process control applications and energy saving: a review and outlook

Fernando Morgado-Dias, Alexander Kramer, F. Morgado‐Dias, 2020 .

ParTec and KarnUMa-Digital tools as a help for freshman learning

Fernando Morgado-Dias, Antonio Ravelo-García, Valentim Freitas, 2014 .

KARNUMA AN EDUCATIONAL TOOL FOR DIGITAL SYSTEMS

Fernando Morgado-Dias, Valentim Freitas, 2012 .

Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, Physiological measurement.

Machine Learning in PV Fault Detection, Diagnostics and Prognostics: A Review

Fernando Morgado-Dias, Helena Geirinhas Ramos, Sandy Rodrigues, 2017 .

Performance Analysis of the Encryption Approach used by the Portuguese E-Procurement

Fernando Morgado-Dias, Ricardo Garcês, F. Morgado‐Dias, 2015 .

Measuring an Organization's Performance: The Road to Defining Sustainability Indicators

Fernando Morgado-Dias, Herlander Mata-Lima, Andreilcy Alvino-Borba, 2016 .

Sleep Quality Estimation by Cardiopulmonary Coupling Analysis

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Raising the Abstraction Level of a Deep Learning Design on FPGAs

Fernando Morgado-Dias, Leonel Sousa, Darío Baptista, 2020, IEEE Access.

Machine Learning PV System Performance Analyser

Fernando Morgado-Dias, H. Geirinhas Ramos, Sandy Rodrigues, 2017 .

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, IEEE Access.

Automatic Control of Madeira Wine Aging Process

Fernando Morgado-Dias, Darío Baptista, José C. Marques, 2017 .

A Review of Obstructive Sleep Apnea Detection Approaches

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, IEEE Journal of Biomedical and Health Informatics.

Machine learning PV system performance analyser

Fernando Morgado-Dias, Sandy Rodrigues, Helena G. Ramos, 2018 .

Cyclic Alternating Pattern Estimation from One EEG Monopolar Derivation Using a Long Short-Term Memory

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2019, 2019 International Conference in Engineering Applications (ICEA).

Performance comparison of ANN training algorithms for classification

Fernando Morgado-Dias, Sandy Rodrigues, F. Dario Baptista, 2013, 2013 IEEE 8th International Symposium on Intelligent Signal Processing.

Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory

Lucas Pereira, Leonel Sousa, Sheikh Shanawaz Mostafa, 2018, Energies.

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

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, Journal of neural engineering.

Reference Power Supply Connection Scheme for Low-Power CMOS Image Sensors Based on Incremental Sigma-Delta Converters

Fernando Morgado-Dias, Luis Miguel Carvalho Freitas, F. Morgado‐Dias, 2021, Electronics.

A Neural Network-Based Approach for Approximating Arbitrary Roots of Polynomials

Fernando Morgado-Dias, Diogo Freitas, Luiz Guerreiro Lopes, 2021, Mathematics.

Design Improvements on Fast, High-Order, Incremental Sigma-Delta ADCs for Low-Noise Stacked CMOS Image Sensors

Fernando Morgado-Dias, Luis Miguel Carvalho Freitas, F. Morgado‐Dias, 2021, Electronics.

Tesla Powerwall: Analysis of Its Use in Portugal and United States

Fernando Morgado-Dias, Sandy Rodrigues, Fábio Faria, 2016 .

Devices for home detection of obstructive sleep apnea: A review.

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2018, Sleep medicine reviews.

HARDWARE IMPLEMENTATION OF THE HYPERBOLIC TANGENT FOR ARTIFICIAL NEURAL NETWORKS

Darío Baptista, Fernando Morgado-Dias, .

Australian PV System Market Analysis for the Powerwall

Fernando Morgado-Dias, Sandy Rodrigues, Sandy Rodrigues, 2016 .