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ArticlesPeer ReviewedFull Text
Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scans
Author / Creator:Karar, Mohamed Esmail ; Hemdan, Ezz El-Din ; Shouman, Marwa A.
Publisher:Cham: Springer International Publishing
Journal title:Complex & intelligent systems, 2021-02, Vol.7 (1), p.235-247
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ArticlesPeer ReviewedFull Text
An Intelligent Attack Detection Framework for the Internet of Autonomous Vehicles with Imbalanced Car Hacking Data
Author / Creator:Alshathri, Samah ; Sayed, Amged ; Hemdan, Ezz El-Din
Publisher:Basel: MDPI AG
Journal title:World electric vehicle journal, 2024-08, Vol.15 (8), p.356
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ArticlesPeer ReviewedFull Text
Seizure Detection in Medical IoT: Hybrid CNN-LSTM-GRU Model with Data Balancing and XAI Integration
Author / Creator:Torkey, Hanaa ; Hashish, Sonia ; Souissi, Samia ; Hemdan, Ezz El-Din ; Sayed, Amged
Publisher:Basel: MDPI AG
Journal title:Algorithms, 2025-02, Vol.18 (2), p.77
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ArticlesPeer ReviewedFull Text
Secure Hybrid Deep Learning for MRI-Based Brain Tumor Detection in Smart Medical IoT Systems
Author / Creator:Rezk, Nermeen Gamal ; Alshathri, Samah ; Sayed, Amged ; Hemdan, Ezz El-Din ; El-Behery, Heba
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2025-03, Vol.15 (5), p.639
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ArticlesPeer ReviewedFull Text
An efficient multi-factor authentication scheme based CNNs for securing ATMs over cognitive-IoT
Author / Creator:Shalaby, Ahmed ; Gad, Ramadan ; Hemdan, Ezz El-Din ; El-Fishawy, Nawal
Publisher:United States: PeerJ. Ltd
Journal title:PeerJ. Computer science, 2021-03, Vol.7, p.e381-e381, Article e381
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ArticlesPeer ReviewedFull Text
Simultaneous Super-Resolution and Classification of Lung Disease Scans
Author / Creator:Emara, Heba M ; Shoaib, Mohamed R ; El-Shafai, Walid ; Elwekeil, Mohamed ; Hemdan, Ezz El-Din ; Fouda, Mostafa M ; Taha, Taha E ; El-Fishawy, Adel S ; El-Rabaie, El-Sayed M ; El-Samie, Fathi E Abd
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2023-04, Vol.13 (7), p.1319
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ArticlesPeer ReviewedFull Text
An efficient and robust watermarking approach based on single value decompression, multi-level DWT, and wavelet fusion with scrambled medical images
Author / Creator:Hemdan, Ezz El-Din
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-01, Vol.80 (2), p.1749-1777
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ArticlesPeer ReviewedFull Text
A review study on blockchain-based IoT security and forensics
Author / Creator:Kamal, Randa ; Hemdan, Ezz El-Din ; El-Fishway, Nawal
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-12, Vol.80 (30), p.36183-36214
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ArticlesPeer ReviewedFull Text
An efficient IoT based smart farming system using machine learning algorithms
Author / Creator:Rezk, Nermeen Gamal ; Hemdan, Ezz El-Din ; Attia, Abdel-Fattah ; El-Sayed, Ayman ; El-Rashidy, Mohamed A.
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-01, Vol.80 (1), p.773-797
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ArticlesPeer ReviewedFull Text
An efficient digital forensic model for cybercrimes investigation in cloud computing
Author / Creator:Hemdan, Ezz El-Din ; Manjaiah, D.H
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-04, Vol.80 (9), p.14255-14282
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ArticlesPeer ReviewedFull Text
A survey on recommendation systems for financial services
Author / Creator:Sharaf, Marwa ; Hemdan, Ezz El-Din ; El-Sayed, Ayman ; El-Bahnasawy, Nirmeen A.
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2022-05, Vol.81 (12), p.16761-16781
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ArticlesPeer ReviewedFull Text
Conditional Generative Adversarial Networks with Optimized Machine Learning for Fault Detection of Triplex Pump in Industrial Digital Twin
Author / Creator:Sayed, Amged ; Alshathri, Samah ; Hemdan, Ezz El-Din
Publisher:Basel: MDPI AG
Journal title:Processes, 2024-11, Vol.12 (11), p.2357
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ArticlesPeer ReviewedFull Text
Sustainable Air Quality Detection Using Sequential Forward Selection-Based ML Algorithms
Author / Creator:Rezk, Nermeen Gamal ; Alshathri, Samah ; Sayed, Amged ; El-Din Hemdan, Ezz ; El-Behery, Heba
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2024-12, Vol.16 (24), p.10835
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ArticlesPeer ReviewedFull Text
Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms
Author / Creator:Selim, Gamal Eldin I. ; Hemdan, EZZ El-Din ; Shehata, Ahmed M. ; El-Fishawy, Nawal A.
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-03, Vol.80 (8), p.12619-12640
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ArticlesPeer ReviewedFull Text
An efficient CNN based encrypted Iris recognition approach in cognitive-IoT system
Author / Creator:Shalaby, Ahmed Sabry ; Gad, Ramadan ; Hemdan, Ezz El-Din ; El-Fishawy, Nawal
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-07, Vol.80 (17), p.26273-26296
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ArticlesPeer ReviewedFull Text
IFHDS: Intelligent Framework for Securing Healthcare BigData
Author / Creator:Essa, Youssef M. ; Hemdan, Ezz El-Din ; El-Mahalawy, Ahmed ; Attiya, Gamal ; El-Sayed, Ayman
Publisher:New York: Springer US
Journal title:Journal of medical systems, 2019-05, Vol.43 (5), p.124-13, Article 124
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ArticlesPeer ReviewedFull Text
StockPred: a framework for stock Price prediction
Author / Creator:Sharaf, Marwa ; Hemdan, Ezz El-Din ; El-Sayed, Ayman ; El-Bahnasawy, Nirmeen A.
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2021-05, Vol.80 (12), p.17923-17954
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ArticlesPeer ReviewedFull Text
EWAIS: An Ensemble Learning and Explainable AI Approach for Water Quality Classification Toward IoT-Enabled Systems
Author / Creator:Rezk, Nermeen Gamal ; Alshathri, Samah ; Sayed, Amged ; El-Din Hemdan, Ezz
Publisher:Basel: MDPI AG
Journal title:Processes, 2024-12, Vol.12 (12), p.2771
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ArticlesPeer ReviewedFull Text
XAI-Augmented Voting Ensemble Models for Heart Disease Prediction: A SHAP and LIME-Based Approach
Author / Creator:Rezk, Nermeen Gamal ; Alshathri, Samah ; Sayed, Amged ; El-Din Hemdan, Ezz ; El-Behery, Heba
Publisher:Switzerland: MDPI AG
Journal title:Bioengineering (Basel), 2024-10, Vol.11 (10), p.1016
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ArticlesFull Text
An Efficient Intrusion Detection Framework in Software-Defined Networking for Cybersecurity Applications
Author / Creator:H. Alshammri, Ghalib ; K. Samha, Amani ; El-Din Hemdan, Ezz ; Amoon, Mohammed ; El-Shafai, Walid
Publisher:Henderson: Tech Science Press
Journal title:Computers, materials & continua, 2022, Vol.72 (2), p.3529-3548
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Showing 1 to 20 of 35 results

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Cascaded deep learning classifiers for computer-aided diagnosis of COVID-19 and pneumonia diseases in X-ray scans

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An Intelligent Attack Detection Framework for the Internet of Autonomous Vehicles with Imbalanced Car Hacking Data

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Seizure Detection in Medical IoT: Hybrid CNN-LSTM-GRU Model with Data Balancing and XAI Integration

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Secure Hybrid Deep Learning for MRI-Based Brain Tumor Detection in Smart Medical IoT Systems

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An efficient multi-factor authentication scheme based CNNs for securing ATMs over cognitive-IoT

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Simultaneous Super-Resolution and Classification of Lung Disease Scans

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An efficient and robust watermarking approach based on single value decompression, multi-level DWT, and wavelet fusion with scrambled medical images

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A review study on blockchain-based IoT security and forensics

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An efficient IoT based smart farming system using machine learning algorithms

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An efficient digital forensic model for cybercrimes investigation in cloud computing

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A survey on recommendation systems for financial services

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Conditional Generative Adversarial Networks with Optimized Machine Learning for Fault Detection of Triplex Pump in Industrial Digital Twin

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Sustainable Air Quality Detection Using Sequential Forward Selection-Based ML Algorithms

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Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms

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An efficient CNN based encrypted Iris recognition approach in cognitive-IoT system

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IFHDS: Intelligent Framework for Securing Healthcare BigData

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StockPred: a framework for stock Price prediction

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EWAIS: An Ensemble Learning and Explainable AI Approach for Water Quality Classification Toward IoT-Enabled Systems

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XAI-Augmented Voting Ensemble Models for Heart Disease Prediction: A SHAP and LIME-Based Approach

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An Efficient Intrusion Detection Framework in Software-Defined Networking for Cybersecurity Applications

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