Mahmoud Y. Shams

32 papers Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
DeepLeaf: an optimized deep learning approach for automated recognition of grapevine leaf diseases.
Neural Comput. Appl.
Fatma M. Talaat, Mahmoud Y. Shams, Samah A. Gamel, Hanaa ZainEldin
2025 J jnl
DenseNet Model with Attention Mechanisms for Robust Date Fruit Image Classification.
Int. J. Comput. Intell. Syst.
Esraa Hassan, Sarah Abu Ghazalah, Nora El-Rashidy, Tarek Abd El-Hafeez, Mahmoud Y. Shams
2025 J jnl
Enhanced dysarthria detection in cerebral palsy and ALS patients using WaveNet and CNN-BiLSTM models: A comparative study with model interpretability.
Biomed. Signal Process. Control.
Esraa Hassan, Abeer Saber, Tarek Abd El-Hafeez, T. Medhat, Mahmoud Y. Shams
2025 J jnl
Exploring the frontiers of image super-resolution: a review of modern techniques and emerging applications.
Neural Comput. Appl.
Esraa Hassan, Nora El-Rashidy, Samar Elbedwehy, Tarek Abd El-Hafeez, Abeer Saber, Mahmoud Y. Shams
2025 J jnl
Multitask multilayer-prediction model for predicting mechanical ventilation and the associated mortality rate.
Neural Comput. Appl.
Nora El-Rashidy, Zahraa Tarek, Ahmed M. Elshewey, Mahmoud Y. Shams
2024 J jnl
Acoustic data detection in large-scale emergency vehicle sirens and road noise dataset.
Expert Syst. Appl.
Mahmoud Y. Shams, Tarek Abd El-Hafeez, Esraa Hassan
2024 J jnl
An optimized capsule neural networks for tomato leaf disease classification.
EURASIP J. Image Video Process.
Lobna M. Abouelmagd, Mahmoud Y. Shams, Hanaa Salem Marie, Aboul Ella Hassanien
2024 J jnl
Detecting COVID-19 in chest CT images based on several pre-trained models.
Multim. Tools Appl.
Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy
2024 J jnl
Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making.
Neural Comput. Appl.
Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat
2024 J jnl
Optimizing poultry audio signal classification with deep learning and burn layer fusion.
J. Big Data
Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Nora El-Rashidy
2024 J jnl
Water quality prediction using machine learning models based on grid search method.
Multim. Tools Appl.
Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek
2023 J jnl
A hybrid dipper throated optimization algorithm and particle swarm optimization (DTPSO) model for hepatocellular carcinoma (HCC) prediction.
Biomed. Signal Process. Control.
Mahmoud Y. Shams, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Ahmed M. Elshewey
2023 J jnl
Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification.
Sensors
Ahmed M. Elshewey, Mahmoud Y. Shams, Nora El-Rashidy, Abd Elghaffar M. Elhady, Samaa M. Shohieb, Zahraa Tarek
2023 J jnl
Eye Detection-Based Deep Belief Neural Networks and Speeded-Up Robust Feature Algorithm.
Comput. Syst. Sci. Eng.
Zahraa Tarek, Samaa M. Shohieb, Abd Elghaffar M. Elhady, El-Sayed M. El-Kenawy, Mahmoud Y. Shams
2023 J jnl
Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt.
Knowl. Inf. Syst.
Heba Mamdouh Farghaly, Mahmoud Y. Shams, Tarek Abd El-Hafeez
2023 J jnl
Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms.
IEEE Access
Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Doaa Sami Khafaga, Amel Ali Alhussan, Seyedali Mirjalili, Nima Khodadadi, Wei Hong Lim, Mahmoud Y. Shams
2023 J jnl
The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study.
Multim. Tools Appl.
Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy
2023 J jnl
Weight Prediction Using the Hybrid Stacked-LSTM Food Selection Model.
Comput. Syst. Sci. Eng.
Ahmed M. Elshewey, Mahmoud Y. Shams, Zahraa Tarek, Mohamed Megahed, El-Sayed M. El-Kenawy, Mohamed A. El-Dosuky
2022 J jnl
A novel Gray-Scale spatial exploitation learning Net for COVID-19 by crawling Internet resources.
Biomed. Signal Process. Control.
Mohamed E. ElAraby, Omar M. Elzeki, Mahmoud Y. Shams, Amena Mahmoud, Hanaa Salem
2021 J jnl
A novel perceptual two layer image fusion using deep learning for imbalanced COVID-19 dataset.
PeerJ Comput. Sci.
Omar M. Elzeki, Mohamed Abd Elfattah, Hanaa Salem, Aboul Ella Hassanien, Mahmoud Y. Shams
2021 J jnl
COVID-19: a new deep learning computer-aided model for classification.
PeerJ Comput. Sci.
Omar M. Elzeki, Mahmoud Y. Shams, Shahenda Sarhan, Mohamed Abd Elfattah, Aboul Ella Hassanien
2021 J jnl
Detection of black-hole attacks in MANET using adaboost support vector machine.
J. Intell. Fuzzy Syst.
Noha A. Hikal, Mahmoud Y. Shams, Hanaa Salem, Marwa Metwally Eid
2021 J jnl
Face retrieval system based on elastic web crawler over cloud computing.
Multim. Tools Appl.
Mohamed E. ElAraby, Mahmoud Y. Shams
2021 J jnl
HANA: A Healthy Artificial Nutrition Analysis model during COVID-19 pandemic.
Comput. Biol. Medicine
Mahmoud Y. Shams, Omar M. Elzeki, Lobna M. Abouelmagd, Aboul Ella Hassanien, Mohamed Abd Elfattah, Hanaa Salem
2021 — conf
Impact of COVID-19 Pandemic on Diet Prediction and Patient Health Based on Support Vector Machine.
AMLTA
Mahmoud Y. Shams, Omar M. Elzeki, Mohamed Abd Elfattah, Lobna M. Abouelmagd, Ashraf Darwish, Aboul Ella Hassanien
2020 J jnl
Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine.
CoRR
Mahmoud Y. Shams, Amira A. Elsonbaty, Wael Z. ElSawy
2020 J jnl
Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization.
Comput. Intell. Neurosci.
Shahenda Sarhan, Aida A. Nasr, Mahmoud Y. Shams
2020 J jnl
The Smart Parking Management System.
CoRR
Amira A. Elsonbaty, Mahmoud Y. Shams
2019 J jnl
A Management System for Servicing Multi-Organizations on Community Cloud Model in Secure Cloud Environment.
IEEE Access
Kalka Dubey, Mahmoud Y. Shams, S. C. Sharma, Abdulaziz Alarifi, Mohammed Amoon, Aida A. Nasr
2017 J jnl
A Vision System for Multi-View Face Recognition.
CoRR
Mahmoud Y. Shams, Ahmed S. Tolba, S. H. Sarhan
2017 J jnl
Adaptive Deep Learning Vector Quantisation for Multimodal Authentication.
J. Inf. Hiding Multim. Signal Process.
Mahmoud Y. Shams, S. H. Sarhan, Ahmed S. Tolba
2011 J jnl
Iris Recognition Based on LBP and Combined LVQ Classifier
CoRR
Mahmoud Y. Shams, Magdi Zakria Rashad, O. Nomir, R. M. El-Awady