Search Results - Sheikh Shanawaz Mostafa

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  1. 1

    A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

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  2. 2

    The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Computers (2023-10-01)
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  3. 3

    Graphical User Interface for the Development of Probabilistic Convolutional Neural Networks by Aníbal Chaves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Signals (2023-04-01)
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  4. 4

    A deep learning approach for improving spatiotemporal resolution of numerical weather prediction forecasts by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Scientific Reports (2025-09-01)
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  5. 5

    Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Applied Sciences (2023-09-01)
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  6. 6

    A computer vision approach for satellite-driven wind nowcasting over complex terrains by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Environmental Research Communications (2024-01-01)
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  7. 7

    On the use of kolmogorov–arnold networks for adapting wind numerical weather forecasts with explainability and interpretability: application to madeira international airport by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Environmental Research Communications (2024-01-01)
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  8. 8

    Comparative analysis and evaluation of YOLO generations for banana bunch detection by Preety Baglat, Ahatsham Hayat, Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias

    Published in Smart Agricultural Technology (2025-12-01)
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  9. 9

    On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms by André Moura, Pedro Lima, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Applied Sciences (2023-04-01)
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  10. 10

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

    Published in Information (2023-10-01)
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  11. 11

    Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review by Preety Baglat, Ahatsham Hayat, Fábio Mendonça, Ankit Gupta, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias

    Published in Sensors (2023-01-01)
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  12. 12

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

    Published in Entropy (2022-05-01)
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  13. 13

    ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models by Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-Garcia, Mario A. T. Figueiredo

    Published in IEEE Access (2025-01-01)
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  14. 14

    A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach. by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, João Pestana, Dinarte Vieira, Marko Radeta, Fernando Morgado-Dias

    Published in PLoS ONE (2025-01-01)
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  15. 15

    Predicting noncontact injuries of professional football players using machine learning by Diogo Nuno Freitas, Sheikh Shanawaz Mostafa, Romualdo Caldeira, Francisco Santos, Eduardo Fermé, Élvio R. Gouveia, Fernando Morgado-Dias

    Published in PLoS ONE (2025-01-01)
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  16. 16

    A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach by Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, João Pestana, Dinarte Vieira, Marko Radeta, Fernando Morgado-Dias

    Published in PLoS ONE (2025-01-01)
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  17. 17

    Predicting noncontact injuries of professional football players using machine learning. by Diogo Nuno Freitas, Sheikh Shanawaz Mostafa, Romualdo Caldeira, Francisco Santos, Eduardo Fermé, Élvio R Gouveia, Fernando Morgado-Dias

    Published in PLoS ONE (2025-01-01)
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  18. 18

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

    Published in Sensors (2021-02-01)
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  19. 19

    XGB-RF: A Hybrid Machine Learning Approach for IoT Intrusion Detection by Jabed Al Faysal, Sk Tahmid Mostafa, Jannatul Sultana Tamanna, Khondoker Mirazul Mumenin, Md. Mashrur Arifin, Md. Abdul Awal, Atanu Shome, Sheikh Shanawaz Mostafa

    Published in Telecom (2022-01-01)
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