Dynamic resource allocation and interference coordination for millimeter wave communications in dense urban environment. - Mert Yagcioglu (Trans. Emerg. Telecommun. Technol., 2022)

A Deep Learning Framework for Severity-Aware Fault Diagnosis in Industrial Suction Fans Using Multi-Modal Sensing. - Mert Yagcioglu; Aziz Kubilay Ovacikli; Sevgi Demircioglu; Tugberk Kocatekin; Sibel Birtane (IEEE Access, 2025)

Machine learning based dynamic resource sharing and frequency reuse in 5G hetnets with dronecells. - Mert Yagcioglu (Comput. Networks, 2025)

A Comparative Study of Machine Learning Regression Models with and Without Dimensionality Reduction for Predicting Throughput in 5G Networks. - Mert Yagcioglu (Wirel. Pers. Commun., 2025)

An LLM-Powered API Testing Framework Based on Structural Similarity Analysis. - Anil Sezgin; Tugberk Kocatekin; Mert Yagcioglu (ISDFS, 2026)

FD-REST: A lightweight RESTful platform for real-time fault detection and diagnosis in industrial systems. - Tugberk Kocatekin; Aziz Kubilay Ovacikli; Mert Yagcioglu (SoftwareX, 2026)

Enhanced Deep Reinforcement Learning-Driven Adaptive Network Slicing and Resource Allocation for URLLC in 5G Networks. - Mert Yagcioglu (J. Netw. Syst. Manag., 2026)

Explainable rule-based steam trap leakage detection from thermal images using inlet-outlet contrast analysis. - Mert Yagcioglu; Aziz Kubilay Ovacikli (Signal Image Video Process., 2026)