Maggie Mashaly

36 papers C 3Journal 11Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Shared Autoencoder-Based Unified Intrusion Detection Across Heterogeneous Datasets for Binary and Multi-Class Classification Using a Hybrid CNN-DNN Model. Mach. Learn. Knowl. Extr. Hesham Kamal, Maggie Mashaly
2025	J	`jnl`	AE-DTNN: Autoencoder-Dense-Transformer Neural Network Model for Efficient Anomaly-Based Intrusion Detection Systems. Mach. Learn. Knowl. Extr. Hesham Kamal, Maggie Mashaly
2025	J	`jnl`	Comprehensive review of federated learning challenges: a data preparation viewpoint. J. Big Data Nawraz Saeed, Mohamed Ashour, Maggie Mashaly
2025	J	`jnl`	Domain-Specific Hyperdimensional RISC-V Processor for Edge-AI Training. IEEE Trans. Circuits Syst. I Regul. Pap. Sandy A. Wasif, Miran Wael, Paul R. Genssler, Eman Azab, Maggie Mashaly, Mohamed A. Abd El Ghany, Hussam Amrouch
2025	J	`jnl`	Enhanced Hybrid Deep Learning Models-Based Anomaly Detection Method for Two-Stage Binary and Multi-Class Classification of Attacks in Intrusion Detection Systems. Algorithms Hesham Kamal, Maggie Mashaly
2024	J	`jnl`	A Real-time P-SFA hardware implementation of Deep Neural Networks using FPGA. Microprocess. Microsystems Nour Elshahawy, Sandy A. Wasif, Maggie Mashaly, Eman Azab
2024	J	`jnl`	Advanced Hybrid Transformer-CNN Deep Learning Model for Effective Intrusion Detection Systems with Class Imbalance Mitigation Using Resampling Techniques. Future Internet Hesham Kamal, Maggie Mashaly
2024	—	`conf`	Automating Clinical Document Classification: AI Solutions for Enhanced Healthcare Decision Support. NILES Myriam Youssef, Mervat Abu-Elkheir, Maggie Mashaly
2024	—	`conf`	Beyond RGB: Channel Fusion for Improved Cross-Domain Car Detection. ICCA Nour Idris, Maggie Mashaly
2024	—	`conf`	Improving Anomaly Detection in IDS with Hybrid Auto Encoder-SVM and Auto Encoder-LSTM Models Using Resampling Methods. NILES Hesham Kamal, Maggie Mashaly
2024	—	`conf`	Machine Learning-Based traffic Crash Count Prediction. ANT/EDI40 Joseph Makary, Maggie Mashaly
2024	—	`conf`	Monocular 3D Object Detection using YOL011 and MiDAS for Autonomous Driving. ICCA Hisham Mohamed Abdou, Maggie Mashaly
2024	—	`conf`	Quality-Aware Node Selection for Efficient Federated Learning Based on a Global Perspective. ICM Nawraz Saeed Mohamed, Mohamed Ashour, Maggie Mashaly
2024	—	`conf`	Query-Based Topic Modeling and Trend Analysis in Scientific Literature. ICM Ahmed Tarek, Marwa Mahmoud, Basma Afifi, Maggie Mashaly, Mervat Abu-Elkheir
2024	J	`jnl`	Re-configurable parallel Feed-Forward Neural Network implementation using FPGA. Integr. Mohamed El-Sharkawy, Miran Wael, Maggie Mashaly, Eman Azab
2024	—	`conf`	Roadmap of AIoT Implementation on Sustainable SCM in the Food Industry: A Requirements Framework. ICCA Farida Rifai, Mohamed Nafea, Lamia A. Shihata, Maggie Mashaly
2023	—	`conf`	A Review on Hyperdimensional Computing. ICM Maram Abdulrahman, Sandy A. Wasif, Miran Wael, Eman Azab, Maggie Mashaly, Mohamed A. Abd El Ghany
2023	J	`jnl`	Addressing the class imbalance problem in network intrusion detection systems using data resampling and deep learning. J. Supercomput. Ahmed Abdelkhalek, Maggie Mashaly
2023	—	`conf`	Anomaly-Based Intrusion Detection System using One-Dimensional Convolutional Neural Network. ANT/EDI40 Ahmed Tamer Assy, Yahia Mostafa, Ahmed Abd El-Khaleq, Maggie Mashaly
2023	J	`jnl`	Color Image Encryption Through Chaos and KAA Map. IEEE Access Wassim Alexan, Marwa Tarek Elkandoz, Maggie Mashaly, Eman Azab, Amr Aboshousha
2023	C	`conf`	DataCrop: A Generic Tool for Crop Data Set Generation. IV Radwa Hussein, Khalid Kahar, Maggie Mashaly, Nada Sharaf
2023	C	`conf`	Power Allocation for Joint Large Intelligent Surfaces Decode-And-Forward Relay in Full-Duplex Communications - A Deep Learning Approach. WINCOM Maggie Shammaa, Maggie Mashaly, Ahmed El-Mahdy
2023	C	`conf`	Power Optimization for Joint Large Intelligent Surface - Amplify-and-Forward Relay in Full-duplex Communications. WINCOM Maggie Shammaa, Maggie Mashaly, Ahmed El-Mahdy
2023	—	`conf`	The Use of Deep Learning Techniques in OFDM Receivers for 5G NR: A Survey. EUSPN/ICTH Maggie Shammaa, Maggie Mashaly, Ahmed El-Mahdy
2022	—	`conf`	A Mixed-Signal Neuron Circuit Implementation using 40nm Technology. ICM Amr Hassan, Mohamed Gomaa, Maggie Mashaly, Eman Azab
2022	—	`conf`	High Performance Design of Traffic-Flow Prediction Using Artificial Neural Network. ICM Yasmin Adel Hanafy, Ahmed Elshanawany, Maggie Mashaly, Mohamed A. Abd El Ghany
2022	—	`conf`	Internet of Wearable Medical Things for COVID-19 Diagnostics. ICM Amro Mohamed Ahmed Ahmed, Adham Shamsaldin, Mohamed A. Abd El Ghany, Maggie Mashaly, Eman Azab
2022	J	`jnl`	Omnidirectional-Wheel Conveyor Path Planning and Sorting Using Reinforcement Learning Algorithms. IEEE Access Walid Zaher, Arsany W. Youssef, Lamia A. Shihata, Eman Azab, Maggie Mashaly
2021	—	`conf`	An Online Reinforcement Learning Approach for Solving the Dynamic Flexible Job-Shop Scheduling Problem for Multiple Products and Constraints. CSCI Nour El-Din Ali Said, Yassin Samaha, Eman Azab, Lamia A. Shihata, Maggie Mashaly
2021	—	`conf`	Connecting the Twins: A Review on Digital Twin Technology & its Networking Requirements. ANT/EDI40 Maggie Mashaly
2021	—	`conf`	Efficient Sequence Generation for Hardware Verification Using Machine Learning. ICECS Muhammad Gad, Mostafa AboelMaged, Maggie Mashaly, Mohamed A. Abd El Ghany
2021	—	`conf`	Employing Genetic Algorithm and Discrete Event Simulation for Flexible Job-Shop Scheduling Problem. CSCI Eman Azab, Nour El-Din Ali Said, Mohamed Nafea, Yassin Samaha, Lamia A. Shihata, Maggie Mashaly
2021	—	`conf`	Online Constraints Update Using Machine Learning for Accelerating Hardware Verification. NILES Mostafa AboelMaged, Maggie Mashaly, Mohamed A. Abd El Ghany
2019	—	`conf`	A Multiple Layer Security Scheme Utilizing Information Matrices. SPA Maggie Mashaly, Ahmed El Saied, Wassim Alexan, Abeer S. Khalifa
2017	—	`—`	Managing load balancing, energy efficiency and performance of cloud data centers with service level agreement guarantees. Maggie Mashaly
2013	—	`conf`	Modeling and Analysis of Virtualized Multi-Service Cloud Data Centers with Automatic Server Consolidation and Prescribed Service Level Agreements. ICCTA Maggie Mashaly, Paul J. Kuehn