Abdallah Shami

1. On hyperparameter optimization of machine learning algorithms: Theory and practice
   2020/07/25 by Li Yang, Abdallah Shami · 1 voice · 32 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
2. An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
   2022/01/23 by Tareq Tayeh, Tayeh, Tareq, Sulaiman Aburakhia +5 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Currency Recognition and Detection #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering (cs.SE)
3. On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
   2024/04/25 by Fatemeh Dehrouyeh, Dehrouyeh, Fatemeh, Li Yang +5 · 3 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Security and Resilience #Vehicular Ad Hoc Networks (VANETs)
4. Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function\n Placement
   2020/06/02 by Dimitrios Michael Manias, Manias, Dimitrios Michael, Hassan Hawilo +5 · 1 citation
   Computer Science · Engineering · #Advanced Optical Network Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
5. Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning
   2023/03/03 by Ibrahim Tamim, Sam Aleyadeh, Tamim, Ibrahim +3 · 1 citation
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
6. Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
   2023/08/18 by Abubakar Sani Ali, Ali, Abubakar S., Dimitrios Michael Manias +5 · 1 citation
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Ferroelectric and Negative Capacitance Devices #Advanced Malware Detection Techniques
7. Efficient Transformer-based Hyper-parameter Optimization for Resource-constrained IoT Environments
   2024/03/18 by Ibrahim Shaer, Soodeh Nikan, Shaer, Ibrahim +3 · 1 citation
   Computer Science · #Neural Networks and Applications
8. Toward Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
   2025/02/28 by Li Yang, Shimaa Naser, Abdallah Shami +3 · 1 citation
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Software-Defined Networks and 5G #Cooperative Communication and Network Coding