Mahmoud Y. Shams

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Hepatitis C Virus

Handwritten Character Recognition

Top Venues

Multim. Tools Appl.

Biomed. Signal Process. Control.

PeerJ Comput. Sci.

Publications

Mahmoud Y. Shams, Tarek Abd El-Hafeez, Esraa Hassan
Acoustic data detection in large-scale emergency vehicle sirens and road noise dataset. Expert Syst. Appl. 249 (2024)
Lobna M. Abouelmagd, Mahmoud Y. Shams, Hanaa Salem Marie, Aboul Ella Hassanien
An optimized capsule neural networks for tomato leaf disease classification. EURASIP J. Image Video Process. 2024 (1) (2024)
Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy
Detecting COVID-19 in chest CT images based on several pre-trained models. Multim. Tools Appl. 83 (24) (2024)
Mahmoud Y. Shams, Ahmed M. Elshewey, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Fatma M. Talaat, Zahraa Tarek
Water quality prediction using machine learning models based on grid search method. Multim. Tools Appl. 83 (12) (2024)
Mahmoud Y. Shams, Samah A. Gamel, Fatma M. Talaat
Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making. Neural Comput. Appl. 36 (11) (2024)
Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy
The effect of choosing optimizer algorithms to improve computer vision tasks: a comparative study. Multim. Tools Appl. 82 (11) (2023)
Mahmoud Y. Shams, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Ahmed M. Elshewey
A hybrid dipper throated optimization algorithm and particle swarm optimization (DTPSO) model for hepatocellular carcinoma (HCC) prediction. Biomed. Signal Process. Control. 85 (2023)
Ahmed M. Elshewey, Mahmoud Y. Shams, Zahraa Tarek, Mohamed Megahed, El-Sayed M. El-Kenawy, Mohamed A. El-dosuky
Weight Prediction Using the Hybrid Stacked-LSTM Food Selection Model. Comput. Syst. Sci. Eng. 46 (1) (2023)
Ahmed M. Elshewey, Mahmoud Y. Shams, Nora El-Rashidy, Abd Elghaffar M. Elhady, Samaa M. Shohieb, Zahraa Tarek
Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification. Sensors 23 (4) (2023)
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
Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms. IEEE Access 11 (2023)
Zahraa Tarek, Samaa M. Shohieb, Abd Elghaffar M. Elhady, El-Sayed M. El-kenawy, Mahmoud Y. Shams
Eye Detection-Based Deep Belief Neural Networks and Speeded-Up Robust Feature Algorithm. Comput. Syst. Sci. Eng. 45 (3) (2023)
Heba Mamdouh Farghaly, Mahmoud Y. Shams, Tarek Abd-El-Hafeez
Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt. Knowl. Inf. Syst. 65 (6) (2023)
Mohamed E. ElAraby, Omar M. Elzeki, Mahmoud Y. Shams, Amena Mahmoud, Hanaa Salem
A novel Gray-Scale spatial exploitation learning Net for COVID-19 by crawling Internet resources. Biomed. Signal Process. Control. 73 (2022)
Omar M. Elzeki, Mohamed Abd Elfattah, Hanaa Salem, Aboul Ella Hassanien, Mahmoud Y. Shams
A novel perceptual two layer image fusion using deep learning for imbalanced COVID-19 dataset. PeerJ Comput. Sci. 7 (2021)
Mahmoud Y. Shams, Omar M. Elzeki, Mohamed Abd Elfattah, Lobna M. Abouelmagd, Ashraf Darwish, Aboul Ella Hassanien
Impact of COVID-19 Pandemic on Diet Prediction and Patient Health Based on Support Vector Machine. AMLTA (2021)
Omar M. Elzeki, Mahmoud Y. Shams, Shahenda Sarhan, Mohamed Abd Elfattah, Aboul Ella Hassanien
COVID-19: a new deep learning computer-aided model for classification. PeerJ Comput. Sci. 7 (2021)
Mahmoud Y. Shams, Omar M. Elzeki, Lobna M. Abouelmagd, Aboul Ella Hassanien, Mohamed Abd Elfattah, Hanaa Salem
HANA: A Healthy Artificial Nutrition Analysis model during COVID-19 pandemic. Comput. Biol. Medicine 135 (2021)
Mohamed E. ElAraby, Mahmoud Y. Shams
Face retrieval system based on elastic web crawler over cloud computing. Multim. Tools Appl. 80 (8) (2021)
Noha A. Hikal, Mahmoud Y. Shams, Hanaa Salem, Marwa Metwally Eid
Detection of black-hole attacks in MANET using adaboost support vector machine. J. Intell. Fuzzy Syst. 41 (1) (2021)
Shahenda Sarhan, Aida A. Nasr, Mahmoud Y. Shams
Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization. Comput. Intell. Neurosci. 2020 (2020)
Mahmoud Y. Shams, Amira A. Elsonbaty, Wael Z. ElSawy
Arabic Handwritten Character Recognition based on Convolution Neural Networks and Support Vector Machine. CoRR (2020)
Amira A. Elsonbaty, Mahmoud Y. Shams
The Smart Parking Management System. CoRR (2020)
Kalka Dubey, Mahmoud Y. Shams, S. C. Sharma, Abdulaziz Alarifi, Mohammed Amoon, Aida A. Nasr
A Management System for Servicing Multi-Organizations on Community Cloud Model in Secure Cloud Environment. IEEE Access 7 (2019)