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Mustafa Serdar Osmanca

Observed names: M. Serdar Osmanca, Mustafa Serdar OSMANCA
ORCID: 0000-0002-6939-2765
Observed ORCID: 0000-0002-6939-2765
OpenAlex ID: A5054308127
Explainable Artificial Intelligence (XAI): Concepts, Applications, Challenges, and Future Perspectives
2026 · Osman Kaya, A. F. M. Shahen Shah, et al. · IEEE Access · 27
Realistic Performance Assessment of Machine Learning Algorithms for 6G Network Slicing: A Dual-Methodology Approach with Explainable AI Integration
2025 · Sümeye Nur Karahan, Merve Güllü, et al. · Electronics · 10
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Machine Learning Algorithm Estimation and Comparison of Live Network Values of the Inputs Which Have the Most Effect on the FEC Parameter in DWDM Systems
2022 · Murat YÜCEL, Mustafa Serdar OSMANCA, et al. · Journal of Polytechnic · 7
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ML-Based Telecom Customer Churn Analysis
2025 · Amine Gonca Toprak, Öykü Berfin Mercan, et al. · Signal Processing and Communications Applications Conference (SIU) · 6
The Integration of Agentic AI in 6G Wireless Networks: State-of-the-Art, Challenges, and Future Perspectives
2025 · Sedat Çımen, Sümeye Nur Karahan, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 5
Multi-Class Classification for IoT Attack Detection: An LLM-Based Approach
2025 · Öykü Berfin Mercan, Amine Gonca Toprak, et al. · Signal Processing and Communications Applications Conference (SIU) · 3
AI-Driven Network Slicing for F5G-A Networks: A Framework With Unsupervised Discovery, Temporal Dynamics, and Explainable AI
2026 · Sümeye Nur Karahan, Merve Güllü, et al. · IEEE Open Journal of the Communications Society · 2
6G Beyond Radio: From Connecting Devices to Sensing the World
2026 · Recep Evrim Özgen, Ahmet Yazar, et al. · IEEE Access · 2
Agentic AI-Based 5G and Beyond Radio Planning Framework
2026 · Mehmet Galip Tezcan, Ahmet Yazar, et al. · IEEE Access · 2
AI in 6G-Enabled Sustainable and Green Networking
2025 · Sümeye Nur Karahan, Sedat Çimen, et al. · International Conference on Engineering and Emerging Technologies (ICEET) · 2
Traditional Machine Learning and Large Language Model Approach in Network Intrusion Detection
2025 · Öykü Berfin Mercan, Amine Gonca Toprak, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
Independent Time Transfer in 5G Technology Over IP Core Networks Using PTN Overlay and Comparison With GPS/GNSS-Based Synchronization
2025 · Mustafa Serdar Osmanca, Umut Keten, et al. · IEEE Access · 2
NV Diamond Quantum Clocks: A New Era of Timing for 6G, Navigation, and Autonomous Systems
2026 · Erim Fiçici, Seyit Karatepe, et al. · IEEE Access · 1
Post-Disaster Mobile Network Resilience Through Variance-Aware Framework With Population Weighting
2026 · Merve Güllü, Sümeye Nur Karahan, et al. · IEEE Access · 1
IPTV Device Anomaly Detection: ML Approaches
2025 · Mehmet Emin Baydilli, Öykü Yatıkkaya, et al. · Signal Processing and Communications Applications Conference (SIU) · 1
Performance measurement and analysis in WDM Networks effects on OSNR
2017 · Murat Yucel, M. Serdar Osmanca, et al. · 1
A Comprehensive Survey on Visible Light Communication (VLC) Systems: Channel Modeling, Advanced Physical-Layer Technologies, and Standardization Toward 6G
2026 · Doğuhan Torun, Murat Yücel, et al. · ICT Express
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Traffic-to-Image-Based IoT Intrusion Detection: Multi-Dataset Performance and Efficiency Analysis
2026 · Amine Gonca Toprak, Öykü Berfin Mercan, et al. · Scientific journal of Mehmet Akif Ersoy University.
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A Solid State NV-Diamond Quantum Clock Architecture for Resilient Timing Applications
2026 · Erim Fıçıcı, Seyit Karatepe, et al. · Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium (EFTF/IFCS)
5G and Beyond Positioning Over Precise Time Network Synchronization
2026 · Seyit Karatepe, Yusuf İslam Demir, et al. · IEEE Access
A Novel Scheme for Single-Carrier VLC With Multidimensional Constellations
2026 · Mustafa Serdar Osmanca · IEEE Wireless Communications Letters
Semantic Communication Unlearning: A Variational Information Bottleneck Approach for Backdoor Defense in Wireless Systems
2025 · Sümeye Nur Karahan, Merve Güllü, et al. · Future Internet
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Optimizing Online Gaming Performance: The Impact of DSL Interleave Modes on Latency
2025 · Mustafa Serdar Osmanca · IEEE Access
Bit Error Rate (BER) Performance of BPSK, QPSK, and 16-QAM in a PMCW Radar Environment
2025 · Erim Fıçıcı, Yusuf İslam Demir, et al. · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)
Cross-Domain Transfer Learning for LEO Satellite Constellations: A Similarity-Based Multi-Source Approach
2025 · Mustafa Serdar Osmanca · Journal of Polytechnic
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Works count: 27
Citation count: 74
H-index: 5
I10-index: 2
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