Ezz El-Din Hemdan

39 papers Journal 39

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Hybrid voting-GA ensemble learning for multi-class fault detection in digital twin-driven IIoT systems. Computing Ezz El-Din Hemdan, Samar M. Zayed, Gamal Attiya, Ayman El-Sayed, Amged Sayed
2025	J	`jnl`	Revolutionizing plant disease management: integrating AI and deep learning for enhanced detection and classification in agriculture applications. Multim. Tools Appl. Rania A. Ahmed, Walid El-Shafai, Ezz El-Din Hemdan, Zeinab A. Ahmed, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie
2025	J	`jnl`	Seizure Detection in Medical IoT: Hybrid CNN-LSTM-GRU Model with Data Balancing and XAI Integration. Algorithms Hanaa Torkey, Sonia Hashish, Samia Souissi, Ezz El-Din Hemdan, Amged Sayed
2025	J	`jnl`	Smart and Secure Healthcare with Digital Twins: A Deep Dive into Blockchain, Federated Learning, and Future Innovations. Algorithms Ezz El-Din Hemdan, Amged Sayed
2024	J	`jnl`	An efficient IoT-based soil image recognition system using hybrid deep learning for smart geotechnical and geological engineering applications. Multim. Tools Appl. Ezz El-Din Hemdan, M. E. Al-Atroush
2024	J	`jnl`	Detection of attacks on software defined networks using machine learning techniques and imbalanced data handling methods. Secur. Priv. Heba A. Hassan, Ezz El-Din Hemdan, Walid El-Shafai, Mona Shokair, Fathi E. Abd El-Samie
2023	J	`jnl`	A review study on digital twins with artificial intelligence and internet of things: concepts, opportunities, challenges, tools and future scope. Multim. Tools Appl. Samar M. Zayed, Gamal Mahrous Attiya, Ayman El-Sayed, Ezz El-Din Hemdan
2023	J	`jnl`	An Efficient Fault Diagnosis Framework for Digital Twins Using Optimized Machine Learning Models in Smart Industrial Control Systems. Int. J. Comput. Intell. Syst. Samar M. Zayed, Gamal Attiya, Ayman El-Sayed, Amged Sayed, Ezz El-Din Hemdan
2023	J	`jnl`	An Efficient Intrusion Detection Framework for Industrial Internet of Things Security. Comput. Syst. Sci. Eng. Samah Alshathri, Ayman El-Sayed, Walid El Shafai, Ezz El-Din Hemdan
2023	J	`jnl`	An efficient IoT based framework for detecting rice disease in smart farming system. Multim. Tools Appl. Nermeen Gamal Rezk, Ezz El-Din Hemdan, Abdel-Fattah Attia, Ayman El-Sayed, Mohamed A. El-Rashidy
2023	J	`jnl`	An efficient IoT based smart water quality monitoring system. Multim. Tools Appl. Ezz El-Din Hemdan, Youssef M. Essa, Marwa A. Shouman, Ayman El-Sayed, Abdullah N. Moustafa
2023	J	`jnl`	An efficient audio watermarking scheme with scrambled medical images for secure medical internet of things systems. Multim. Tools Appl. Samah Alshathri, Ezz El-Din Hemdan
2023	J	`jnl`	An efficient fraud detection framework with credit card imbalanced data in financial services. Multim. Tools Appl. Aya Abd El-Naby, Ezz El-Din Hemdan, Ayman El-Sayed
2023	J	`jnl`	An efficient hybrid stock trend prediction system during COVID-19 pandemic based on stacked-LSTM and news sentiment analysis. Multim. Tools Appl. Marwa Sharaf, Ezz El-Din Hemdan, Ayman El-Sayed, Nirmeen A. El-Bahnasawy
2023	J	`jnl`	An efficient security system based on cancelable face recognition with blockchain over cognitive IoT. Multim. Tools Appl. Randa Kamal, Ezz El-Din Hemdan, Nawal A. El-Fishawy
2023	J	`jnl`	CR19: a framework for preliminary detection of COVID-19 in cough audio signals using machine learning algorithms for automated medical diagnosis applications. J. Ambient Intell. Humaniz. Comput. Ezz El-Din Hemdan, Walid El-Shafai, Amged Sayed
2023	J	`jnl`	EEG seizure detection: concepts, techniques, challenges, and future trends. Multim. Tools Appl. Athar A. Ein Shoka, Mohamed M. Dessouky, Ayman El-Sayed, Ezz El-Din Hemdan
2023	J	`jnl`	Integrating Digital Twins with IoT-Based Blockchain: Concept, Architecture, Challenges, and Future Scope. Wirel. Pers. Commun. Ezz El-Din Hemdan, Walid El Shafai, Amged Sayed
2023	J	`jnl`	Intrusion Detection Systems for the Internet of Thing: A Survey Study. Wirel. Pers. Commun. Heba A. Hassan, Ezz El-Din Hemdan, Walid El Shafai, Mona Shokair, Fathi E. Abd El-Samie
2023	J	`jnl`	Robust and efficient multi-level security framework for color medical images in telehealthcare services. J. Ambient Intell. Humaniz. Comput. Walid El Shafai, Ezz El-Din Hemdan
2022	J	`jnl`	A survey on recommendation systems for financial services. Multim. Tools Appl. Marwa Sharaf, Ezz El-Din Hemdan, Ayman El-Sayed, Nirmeen A. El-Bahnasawy
2022	J	`jnl`	An Efficient Plant Disease Recognition System Using Hybrid Convolutional Neural Networks (CNNs) and Conditional Random Fields (CRFs) for Smart IoT Applications in Agriculture. Int. J. Comput. Intell. Syst. Nermeen Gamal Rezk, Abdel-Fattah Attia, Mohamed A. El-Rashidy, Ayman El-Sayed, Ezz El-Din Hemdan
2022	J	`jnl`	Climate-smart agriculture using intelligent techniques, blockchain and Internet of Things: Concepts, challenges, and opportunities. Trans. Emerg. Telecommun. Technol. Rania A. Ahmed, Ezz El-Din Hemdan, Walid El Shafai, Zeinab A. Ahmed, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie
2022	J	`jnl`	Diabetes classification application with efficient missing and outliers data handling algorithms. Complex Intell. Syst. Hanaa Torkey, Elhossiny Ibrahim, Ezz El-Din Hemdan, Ayman El-Sayed, Marwa A. Shouman
2022	J	`jnl`	Forensics chain for evidence preservation system: An evidence preservation forensics framework for internet of things-based smart city security using blockchain. Concurr. Comput. Pract. Exp. Randa Kamal, Ezz El-Din Hemdan, Nawal A. El-Fishawy
2022	J	`jnl`	Secure audio signal transmission based on color image watermarking. Secur. Priv. Azza Dandooh, Adel S. El-Fishawy, Fathi E. Abd El-Samie, Ezz El-Din Hemdan
2021	J	`jnl`	A review study on blockchain-based IoT security and forensics. Multim. Tools Appl. Randa Kamal, Ezz El-Din Hemdan, Nawal A. El-Fishawy
2021	J	`jnl`	An efficient CNN based encrypted Iris recognition approach in cognitive-IoT system. Multim. Tools Appl. Ahmed Shalaby, Ramadan Gad, Ezz El-Din Hemdan, Nawal A. El-Fishawy
2021	J	`jnl`	An efficient IoT based smart farming system using machine learning algorithms. Multim. Tools Appl. Nermeen Gamal Rezk, Ezz El-Din Hemdan, Abdel-Fattah Attia, Ayman El-Sayed, Mohamed A. El-Rashidy
2021	J	`jnl`	An efficient and robust watermarking approach based on single value decompression, multi-level DWT, and wavelet fusion with scrambled medical images. Multim. Tools Appl. Ezz El-Din Hemdan
2021	J	`jnl`	An efficient digital forensic model for cybercrimes investigation in cloud computing. Multim. Tools Appl. Ezz El-Din Hemdan, D. H. Manjaiah
2021	J	`jnl`	An efficient machine learning model for malicious activities recognition in water-based industrial internet of things. Secur. Priv. Gamal Eldin I. Selim, Ezz El-Din Hemdan, Ahmed M. Shehata, Nawal A. El-Fishawy
2021	J	`jnl`	An efficient multi-factor authentication scheme based CNNs for securing ATMs over cognitive-IoT. PeerJ Comput. Sci. Ahmed Shalaby, Ramadan Gad, Ezz El-Din Hemdan, Nawal A. El-Fishawy
2021	J	`jnl`	Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms. Multim. Tools Appl. Gamal Eldin I. Selim, Ezz El-Din Hemdan, Ahmed M. Shehata, Nawal A. El-Fishawy
2021	J	`jnl`	StockPred: a framework for stock Price prediction. Multim. Tools Appl. Marwa Sharaf, Ezz El-Din Hemdan, Ayman El-Sayed, Nirmeen A. El-Bahnasawy
2020	J	`jnl`	COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images. CoRR Ezz El-Din Hemdan, Marwa A. Shouman, Mohamed Esmail Karar
2020	J	`jnl`	Internet of Things Forensics: A Review. Internet Things Hany F. Atlam, Ezz El-Din Hemdan, Ahmed Alenezi, Madini O. Alassafi, Gary B. Wills
2019	J	`jnl`	Correction to: IFHDS: Intelligent Framework for Securing Healthcare BigData. J. Medical Syst. Youssef M. Essa, Ezz El-Din Hemdan, Ahmed El-Mahalawy, Gamal Attiya, Ayman El-Sayed
2019	J	`jnl`	IFHDS: Intelligent Framework for Securing Healthcare BigData. J. Medical Syst. Youssef M. Essa, Ezz El-Din Hemdan, Ahmed El-Mahalawy, Gamal Attiya, Ayman El-Sayed