Ege Erberk USLU

Bilgisayar Ve Bilişim Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü, Bilgisayar Donanımı Anabilim Dalı

Research areas: Distributed Systems, Communications and Network Protocols, Computer Networks, Computer Sciences, Engineering and Technology, Data Representation and Storage, Database and Data Structures, Artificial Intelligence, Computer Learning and Pattern Recognition, Software, Other

Publications

• Graph Neural Network Pipeline for Capacity-Constrained Connected Monitor Placement in IoT-Enabled Wireless Sensor Networks (2026)
• Design and Analysis of Minimum-Weighted Connected Capacitated Vertex Cover Algorithms for Link Monitoring in IoT-Enabled WSNs (2026)
• Next-Generation Management and Orchestration for 6G: Emerging Trends, Architectures, and Challenges (2026)
• Design and Implementation of a Hybrid Genetic Algorithm for Cluster Head Selection in Heterogeneous Wireless Sensor Networks (2024)
• Deep Learning Classification and Object Detection in Helicopter Images: Performance Analysis of GoogleNet, AlexNet and YOLOv9c Architectures (2024)
• Semantic and Structural Analysis of MIMIC-CXR radiography reports with NLP Methods (2024)
• NLP-Powered Healthcare Insights: A Comparative Analysis for Multi-Labeling Classification With MIMIC-CXR Dataset (2024)
• Metaheuristic Algorithms for Cluster Head Selection in Heterogeneous Drone Networks
• NEXUS: A Microservice-Based Network Emulation Platform with Topology Isolation, Flow-Based Analytics, and AI-Driven Control
• A Sandboxed Reproducibility Workbench for Metaheuristic Comparison on Extensible Graph-Theoretical Problems
• Distributed Edge Inference for LLMs and DNNs: An Assessment of Optimization Techniques, Coverage Gaps, and Research Directions

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