Mahmoud Y. Shams

Kafrelsheikh, Egypt

Last Updated: 09/26/2026

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Found 20 publications

Machine Learning-Based Prediction of Post-Harvest Losses in Egyptian Strawberry Exports: Cold Chain Analytics, Shelf-Life Estimation, and Export Rejection Risk Modeling.

Machine Learning-Based Prediction of Post-Harvest Losses in Egyptian Strawberry Exports: Cold Chain Analytics, Shelf-Life Estimation, and Export Rejection Risk Modeling.

Journal: Journal of food science

Published: April 08, 2026

Intelligent cloud-based RAS management: integration of DDPG reinforcement learning with AWS IoT for optimized aquaculture production.

Intelligent cloud-based RAS management: integration of DDPG reinforcement learning with AWS IoT for optimized aquaculture production.

Journal: Scientific reports

Published: August 17, 2025

Lightweight deep deterministic policy gradient for edge computing in recirculating aquaculture systems: real-time feeding control with reduced computational requirements.

Lightweight deep deterministic policy gradient for edge computing in recirculating aquaculture systems: real-time feeding control with reduced computational requirements.

Journal: Scientific reports

Published: June 23, 2025

A novel model for expanding horizons in sign Language recognition.

A novel model for expanding horizons in sign Language recognition.

Journal: Scientific reports

Published: December 10, 2024

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models.

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models.

Journal: Frontiers in plant science

Published: November 04, 2024

A novel RFE-GRU model for diabetes classification using PIMA Indian dataset.

A novel RFE-GRU model for diabetes classification using PIMA Indian dataset.

Journal: Scientific reports

Published: August 17, 2024

Deep regression analysis for enhanced thermal control in photovoltaic energy systems.

Deep regression analysis for enhanced thermal control in photovoltaic energy systems.

Journal: Scientific reports

Published: May 13, 2024

Semantic segmentation of microbial alterations based on SegFormer.

Semantic segmentation of microbial alterations based on SegFormer.

Journal: Frontiers in plant science

Published: December 09, 2023

Harnessing machine learning to find synergistic combinations for FDA-approved cancer drugs.

Harnessing machine learning to find synergistic combinations for FDA-approved cancer drugs.

Journal: Scientific reports

Published: November 09, 2023

Optimizing classification of diseases through language model analysis of symptoms.

Optimizing classification of diseases through language model analysis of symptoms.

Journal: Scientific reports

Published: October 07, 2023

Optimizing HCV Disease Prediction in Egypt: The hyOPTGB Framework.

Optimizing HCV Disease Prediction in Egypt: The hyOPTGB Framework.

Journal: Diagnostics (Basel, Switzerland)

Published: September 22, 2023

An Optimized Model Based on Deep Learning and Gated Recurrent Unit for COVID-19 Death Prediction.

An Optimized Model Based on Deep Learning and Gated Recurrent Unit for COVID-19 Death Prediction.

Journal: Biomimetics (Basel, Switzerland)

Published: June 29, 2023

Showing 1-12 of 20

Last Updated: 09/26/2026