A Radio Based Intelligent Railway Grade Crossing System to Avoid Collision - Sheikh Shanawaz Mostafa; Md. Mahbub Hossain; Khondker Jahid Reza; Gazi Maniur Rashid (CoRR, 2011)

An Efficient Paging Algorithm for Multi-Carrier CDMA System - Sheikh Shanawaz Mostafa; Khondker Jahid Reza; Gazi Maniur Rashid; Muhammad Moinuddin; Md. Ziaul Amin; Abdullah Al Nahid (CoRR, 2011)

Intelligent Paging Strategy for Multi-Carrier CDMA System - Sheikh Shanawaz Mostafa; Khondker Jahid Reza; Md. Ziaul Amin; Mohiuddin Ahmad (CoRR, 2011)

FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera. - Sheikh Shanawaz Mostafa; Natércia Sousa; Nuno Fábio Ferreira; Ricardo M. Sousa; João Santos; Fernando Morgado Dias; Martin Wäny (IMSE, 2016)

Optimization of sleep apnea detection using SpO2 and ANN. - Sheikh Shanawaz Mostafa; João Paulo Carvalho 001; Fernando Morgado Dias; Antonio G. Ravelo-García (ICAT, 2017)

A minimallyinvasive portable system for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

A Minimally Invasive Portable System for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

A Method for Designing Emg Integrator using an FPGA. - Sheikh Shanawaz Mostafa; Md. Abdul Awal; Mohiuddin Ahmad; Fernando Morgado Dias (IWOBI, 2017)

Full image-processing pipeline in field-programmable gate array for a small endoscopic camera. - Sheikh Shanawaz Mostafa; Natércia Sousa; Nuno Fábio Ferreira; Ricardo M. Sousa; João Santos; Martin Wäny; Fernando Morgado Dias (J. Electronic Imaging, 2017)

Sleep Quality Analysis with Cardiopulmonary Coupling. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICBEA, 2018)

Scattering Behaviour Analysis for UWB Antenna in the Vicinity of Heterogeneous Breast Model. - Khondker Jahid Reza; Sheikh Shanawaz Mostafa; Mahamudul Hassan Milon; Sabira Khatun; Mohd Faizal Jamlos (ICBEA, 2018)

Automatic Detection of a Phases for CAP Classification. - Fábio Mendonça; Ana L. N. Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICPRAM, 2018)

A portable wireless device based on oximetry for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (Computing, 2018)

A Review of Approaches for Sleep Quality Analysis. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Thomas Penzel (IEEE Access, 2019)

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2019)

A Systematic Review of Detecting Sleep Apnea Using Deep Learning. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Fernando Morgado Dias (Sensors, 2019)

A Review of Obstructive Sleep Apnea Detection Approaches. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Antonio G. Ravelo-García; Fernando Morgado Dias; Thomas Penzel (IEEE J. Biomed. Health Informatics, 2019)

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IEEE Access, 2020)

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Gabriel Juliá-Serdá; Fernando Morgado Dias (IEEE Access, 2020)

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Biomed. Signal Process. Control., 2020)

Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Comput. Methods Programs Biomed., 2020)

Greedy based convolutional neural network optimization for detecting apnea. - Sheikh Shanawaz Mostafa; Darío Baptista; Antonio G. Ravelo-García; Gabriel Juliá-Serdá; Fernando Morgado Dias (Comput. Methods Programs Biomed., 2020)

Design of sEMG-based clench force estimator in FPGA using artificial neural networks. - Sheikh Shanawaz Mostafa; Md. Abdul Awal; Mohiuddin Ahmad; Fernando Morgado Dias (Neural Comput. Appl., 2020)

Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. - Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2020)

SC3: self-configuring classifier combination for obstructive sleep apnea. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Gabriel Juliá-Serdá; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2020)

An Oximetry Based Wireless Device for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Sensors, 2020)

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Artif. Intell. Medicine, 2021)

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2021)

Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias. - Md. Abdul Awal; Sheikh Shanawaz Mostafa; Mohiuddin Ahmad; Mohammad Ashik Alahe; Mohd Abdur Rashid; Abbas Z. Kouzani; M. A. Parvez Mahmud (Sensors, 2021)

ProBoost: a Boosting Method for Probabilistic Classifiers. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (CoRR, 2022)

Variational Autoencoder Kernel Interpretation and Selection for Classification. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2022)

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2022)

Automatic detection of cyclic alternating pattern. - Fábio Mendonça; Ana Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2022)

On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Inf., 2023)

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review. - Preety Baglat; Ahatsham Hayat; Fábio Mendonça; Ankit Gupta 006; Sheikh Shanawaz Mostafa; Fernando Morgado Dias (Sensors, 2023)

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 (Comput., 2023)

Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach. - Décio Alves; Diogo Freitas; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias (IEEE Access, 2024)

ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (IEEE Access, 2025)