Mahmoud Y. Shams

According to our database, Mahmoud Y. Shams authored at least 25 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimizing poultry audio signal classification with deep learning and burn layer fusion.

Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Nora El-Rashidy

J. Big Data, December, 2024

An optimized capsule neural networks for tomato leaf disease classification.

Lobna M. Abouelmagd, Mahmoud Y. Shams, Hanaa Salem Marie, Aboul Ella Hassanien

EURASIP J. Image Video Process., December, 2024

Detecting COVID-19 in chest CT images based on several pre-trained models.

Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy

Multim. Tools Appl., July, 2024

Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making.

Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat

Neural Comput. Appl., April, 2024

Water quality prediction using machine learning models based on grid search method.

Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek

Multim. Tools Appl., April, 2024

Acoustic data detection in large-scale emergency vehicle sirens and road noise dataset.

Mahmoud Y. Shams, Tarek Abd El-Hafeez, Esraa Hassan

Expert Syst. Appl., 2024

2023

A hybrid dipper throated optimization algorithm and particle swarm optimization (DTPSO) model for hepatocellular carcinoma (HCC) prediction.

Mahmoud Y. Shams, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Ahmed M. Elshewey

Biomed. Signal Process. Control., August, 2023

Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt.

Heba Mamdouh Farghaly, Mahmoud Y. Shams, Tarek Abd El-Hafeez

Knowl. Inf. Syst., June, 2023

The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study.

Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy

Multim. Tools Appl., May, 2023

Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification.

Ahmed M. Elshewey, Mahmoud Y. Shams, Nora El-Rashidy, Abd Elghaffar M. Elhady, Samaa M. Shohieb, Zahraa Tarek

Sensors, February, 2023

Eye Detection-Based Deep Belief Neural Networks and Speeded-Up Robust Feature Algorithm.

Zahraa Tarek, Samaa M. Shohieb, Abd Elghaffar M. Elhady, El-Sayed M. El-Kenawy, Mahmoud Y. Shams

Comput. Syst. Sci. Eng., 2023

Weight Prediction Using the Hybrid Stacked-LSTM Food Selection Model.

Ahmed M. Elshewey, Mahmoud Y. Shams, Zahraa Tarek, Mohamed Megahed, El-Sayed M. El-Kenawy, Mohamed A. El-dosuky

Comput. Syst. Sci. Eng., 2023

Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms.

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

IEEE Access, 2023

2022

A novel Gray-Scale spatial exploitation learning Net for COVID-19 by crawling Internet resources.

Mohamed E. ElAraby, Omar M. Elzeki, Mahmoud Y. Shams, Amena Mahmoud, Hanaa Salem

Biomed. Signal Process. Control., 2022

2021

COVID-19: a new deep learning computer-aided model for classification.

Omar M. Elzeki, Mahmoud Y. Shams, Shahenda Sarhan, Mohamed Abd Elfattah, Aboul Ella Hassanien

PeerJ Comput. Sci., 2021

A novel perceptual two layer image fusion using deep learning for imbalanced COVID-19 dataset.

Omar M. Elzeki, Mohamed Abd Elfattah, Hanaa Salem, Aboul Ella Hassanien, Mahmoud Y. Shams

PeerJ Comput. Sci., 2021

Face retrieval system based on elastic web crawler over cloud computing.

Mohamed E. ElAraby, Mahmoud Y. Shams

Multim. Tools Appl., 2021

Detection of black-hole attacks in MANET using adaboost support vector machine.

Noha A. Hikal, Mahmoud Y. Shams, Hanaa Salem, Marwa Metwally Eid

J. Intell. Fuzzy Syst., 2021

HANA: A Healthy Artificial Nutrition Analysis model during COVID-19 pandemic.

Mahmoud Y. Shams, Omar M. Elzeki, Lobna M. Abouelmagd, Aboul Ella Hassanien, Mohamed Abd Elfattah, Hanaa Salem

Comput. Biol. Medicine, 2021

Impact of COVID-19 Pandemic on Diet Prediction and Patient Health Based on Support Vector Machine.

Mahmoud Y. Shams, Omar M. Elzeki, Mohamed Abd Elfattah, Lobna M. Abouelmagd, Ashraf Darwish, Aboul Ella Hassanien

Proceedings of the Advanced Machine Learning Technologies and Applications, 2021

2020

Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine.

Mahmoud Y. Shams, Amira A. Elsonbaty, Wael Z. ElSawy

CoRR, 2020

The Smart Parking Management System.

Amira A. Elsonbaty, Mahmoud Y. Shams

CoRR, 2020

Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization.

Shahenda Sarhan, Aida A. Nasr, Mahmoud Y. Shams

Comput. Intell. Neurosci., 2020

2019

A Management System for Servicing Multi-Organizations on Community Cloud Model in Secure Cloud Environment.

Kalka Dubey, Mahmoud Y. Shams, S. C. Sharma, Abdulaziz Alarifi, Mohammed Amoon, Aida A. Nasr

IEEE Access, 2019

2011

Iris Recognition Based on LBP and Combined LVQ Classifier

Mahmoud Y. Shams, Magdi Zakria Rashad, O. Nomir, R. M. El-Awady

CoRR, 2011