Search Results - "Mostafa, Sheikh Shanawaz"

Predicting noncontact injuries of professional football players using machine learning.

Authors: Freitas, Diogo Nuno Mostafa, Sheikh Shanawaz Caldeira, Romualdo et al.

Source: PLoS ONE. 1/2/2025, Vol. 20 Issue 1, p1-21. 21p.

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

Authors: Alves, Décio Mendonça, Fábio Mostafa, Sheikh Shanawaz et al.

Source: Applied Sciences (2076-3417); Sep2023, Vol. 13 Issue 18, p10221, 23p

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

Authors: Moura, André Lima, Pedro Mendonça, Fábio et al.

Source: Applied Sciences (2076-3417); Apr2023, Vol. 13 Issue 8, p5178, 20p

Automatic detection of cyclic alternating pattern.

Authors: Mendonça, Fábio Fred, Ana Mostafa, Sheikh Shanawaz et al.

Source: Neural Computing & Applications; Jul2022, Vol. 34 Issue 13, p11097-11107, 11p

SC3: self-configuring classifier combination for obstructive sleep apnea.

Authors: Mostafa, Sheikh Shanawaz Mendonça, Fábio Juliá-Serdá, Gabriel et al.

Source: Neural Computing & Applications; 2020, Vol. 32 Issue 24, p17825-17841, 17p

Design of sEMG-based clench force estimator in FPGA using artificial neural networks.

Authors: Mostafa, Sheikh Shanawaz Awal, Md. Abdul Ahmad, Mohiuddin et al.

Source: Neural Computing & Applications; Oct2020, Vol. 32 Issue 20, p15813-15823, 11p

Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection.

Authors: Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando Ravelo-García, Antonio G.

Source: Neural Computing & Applications; Oct2020, Vol. 32 Issue 20, p15711-15731, 21p

A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach.

Authors: Alves, Décio Mendonça, Fábio Mostafa, Sheikh Shanawaz et al.

Source: PLoS ONE. 1/14/2025, Vol. 20 Issue 1, p1-20. 20p.

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

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando et al.

Source: Information. Oct2023, Vol. 14 Issue 10, p571. 15p.

A deep learning approach for improving spatiotemporal resolution of numerical weather prediction forecasts.

Authors: Alves, Décio Mendonça, Fábio Mostafa, Sheikh Shanawaz et al.

Source: Scientific Reports. 9/25/2025, Vol. 15 Issue 1, p1-11. 11p.

Erratum to "Time-Series Embeddings from Language Models: A Tool for Wind Direction Nowcasting".

Authors: Alves, Décio Mendonça, Fábio Mostafa, Sheikh Shanawaz et al.

Source: Journal of Meteorological Research. Aug2024, Vol. 38 Issue 4, p844-844. 1p.

Subject Terms: *Language models, *Meteorological research, *Lines of credit, *Open access publishing, *Engineering systems

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection.

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Freitas, Diogo et al.

Source: Entropy. May2022, Vol. 24 Issue 5, pN.PAG-N.PAG. 24p.

Time-Series Embeddings from Language Models: A Tool for Wind Direction Nowcasting.

Authors: Alves, Décio Mendonça, Fábio Mostafa, Sheikh Shanawaz et al.

Source: Journal of Meteorological Research. Jun2024, Vol. 38 Issue 3, p558-569. 12p.

A portable wireless device based on oximetry for sleep apnea detection.

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando et al.

Source: Computing; Nov2018, Vol. 100 Issue 11, p1203-1219, 17p

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

Authors: Baglat, Preety Hayat, Ahatsham Mendonça, Fábio et al.

Source: Sensors (14248220). Jan2023, Vol. 23 Issue 2, p738. 20p.

An Oximetry Based Wireless Device for Sleep Apnea Detection.

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando et al.

Source: Sensors (14248220). Feb2020, Vol. 20 Issue 3, p888-888. 1p.

Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias.

Authors: Awal, Md. Abdul Mostafa, Sheikh Shanawaz Ahmad, Mohiuddin et al.

Source: Sensors (14248220). Mar2021, Vol. 21 Issue 5, p1638-1638. 1p.

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation.

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando et al.

Source: Entropy. Dec2019, Vol. 21 Issue 12, p1203-1203. 1p.

A Systematic Review of Detecting Sleep Apnea Using Deep Learning.

Authors: Mostafa, Sheikh Shanawaz Mendonça, Fábio G. Ravelo-García, Antonio et al.

Source: Sensors (14248220). Nov2019, Vol. 19 Issue 22, p4934-4934. 1p.

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

Authors: Mendonça, Fábio Mostafa, Sheikh Shanawaz Morgado-Dias, Fernando et al.

Source: Artificial Intelligence in Medicine; Feb2021, Vol. 112, pN.PAG-N.PAG, 1p