MUSTAFA FURKAN CEYLAN

@balikesir.edu.tr

Reserach Asistant in Computer Engineering Depattment
Balıkesir University

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Computer Science
4

Scholar Citations

1

Scholar h-index

RECENT SCHOLAR PUBLICATIONS

  • Stage Classification of Alzheimer’s Disease MRI Data via Deep Neural Network Architectures
    A Güven, AH Ezirmik, MF Ceylan, F Aydın
    Mühendislik Bilimleri ve Araştırmaları Dergisi 8 (1), 93-103 , 2026
    2026
  • Comparative Evaluation of Cloud-Edge Security Architectures for Ddos Detection
    MF Ceylan, G Dalkılıç, MH Özcanhan
    2025 18th International Conference on Information Security and Cryptology … , 2025
    2025
  • Artificial Intelligence Applications for Fish Age Estimation and Sustainable Fisheries Management
    MF Ceylan
    International Balkan Agriculture Congress (IBAC 2025), 16 , 2025
    2025
  • Software Unit Test Automation with LLM-Based Generative AI: Evaluating Test Quality through Code Coverage and Edge-Case Analysis
    S Genç, MF Ceylan, A İstanbullu
    2025 10th International Conference on Computer Science and Engineering (UBMK … , 2025
    2025
  • DDoS Detection in Network Traffic Using LightGBM: A Study on the CICIDS2018 Dataset
    S Kavut, MF Ceylan, F Karadeniz
    2025 9th International Symposium on Innovative Approaches in Smart … , 2025
    2025
    Citations: 3
  • Sızma Denemeleri: Ölçünler, Süreçler ve Kandırma Teknikleri Üzerine Bir İnceleme
    MF Ceylan, S Kavut
    Bilgisayar Bilimleri ve Mühendisliği Dergisi 18 (1), 64-85 , 2025
    2025
  • Makine öğrenmesi ile adres çözümleme protokolü sahteciliğinin tespiti
    MF Ceylan
    Balıkesir Üniversitesi Fen Bilimleri Enstitüsü , 2024
    2024
    Citations: 1

MOST CITED SCHOLAR PUBLICATIONS

  • DDoS Detection in Network Traffic Using LightGBM: A Study on the CICIDS2018 Dataset
    S Kavut, MF Ceylan, F Karadeniz
    2025 9th International Symposium on Innovative Approaches in Smart … , 2025
    2025
    Citations: 3
  • Makine öğrenmesi ile adres çözümleme protokolü sahteciliğinin tespiti
    MF Ceylan
    Balıkesir Üniversitesi Fen Bilimleri Enstitüsü , 2024
    2024
    Citations: 1
  • Stage Classification of Alzheimer’s Disease MRI Data via Deep Neural Network Architectures
    A Güven, AH Ezirmik, MF Ceylan, F Aydın
    Mühendislik Bilimleri ve Araştırmaları Dergisi 8 (1), 93-103 , 2026
    2026
  • Comparative Evaluation of Cloud-Edge Security Architectures for Ddos Detection
    MF Ceylan, G Dalkılıç, MH Özcanhan
    2025 18th International Conference on Information Security and Cryptology … , 2025
    2025
  • Artificial Intelligence Applications for Fish Age Estimation and Sustainable Fisheries Management
    MF Ceylan
    International Balkan Agriculture Congress (IBAC 2025), 16 , 2025
    2025
  • Software Unit Test Automation with LLM-Based Generative AI: Evaluating Test Quality through Code Coverage and Edge-Case Analysis
    S Genç, MF Ceylan, A İstanbullu
    2025 10th International Conference on Computer Science and Engineering (UBMK … , 2025
    2025
  • Sızma Denemeleri: Ölçünler, Süreçler ve Kandırma Teknikleri Üzerine Bir İnceleme
    MF Ceylan, S Kavut
    Bilgisayar Bilimleri ve Mühendisliği Dergisi 18 (1), 64-85 , 2025
    2025