Conference Program

SİNOP UNIVERSITY • FACULTY OF ENGINEERING AND ARCHITECTURE
Classroom 307 — 15 October 2026 (GMT+3)
Hybrid Conference

OpenIng Ceremony & InvIted Speaker

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10:00 – 10:20 A.M. (GMT+3) — Opening Speeches
  • Prof. Dr. Ayhan Erdem – Chair of Computer Engineering Dept., Faculty of Technology, Gazi University
  • Prof. Dr. Uğur ÜNAL – Rector, Gazi University
  • Prof. Dr. Şakir TAŞDEMİR – Rector, Sinop University
10:20 – 11:00 A.M. (GMT+3) — Invited Speaker
Prof. Dr. Asaf Varol (Dalton State College, Dalton, GA, USA)
Artificial Intelligence & Machine Learning & Generative AI & Large Language Models & Computer Science
OnlIne PresentatIons
Time
SESSION 1 (A)
Artificial Intelligence, Deep Learning, and Image Processing
Chair: Prof. Dr. Mehmet Şimşek
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SESSION 2 (B)
Natural Language Processing, Sentiment Analysis, and Language Models
Chair: Dr. Merve Güllü
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SESSION 3 (C)
Security, Ethics, Legal Compliance, and Privacy
Chair: Prof. Dr. Abdullah Talha Kabakuş
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SESSION 4 (D)
Data Analytics, Forecasting, and Telecommunication
Chair: Dr. Esra Söğüt
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11:00 - 11:15 A.M.
(GMT+3)
Vision-Language Model Based Digitization of Handwritten Medical Forms: A Field-Level Accuracy Evaluation
Nuri Furkan Koçak, Fuat Türk, Mahmut Kılıçaslan
Hybrid Diabetic Retinopathy Detection Using Image Processing And Deep Learning
Mustafa Kemal Binli, Fuat Türk, Necaattin Barışçı
Size-Based Classification of Peanuts Using Histogram of Oriented Gradients Features and Classical Machine Learning Classifiers
Haydar Tuna
Neuro-Fuzzy Attention Calibration for Explainable Breast Cancer Classification in Digital Mammography
Abdhine Ben Ali, Sinan Toklu
11:15 - 11:30 A.M.
(GMT+3)
Owner-Facing Artificial Intelligence in Companion Animal Care: A Systematic Review of Validation Practice and Evidence Quality
Sahra Dede, Zeynep Açıkgöz, İbrahim Alper Doğru
Cross-Edition Consistency Of National Hospital Length-Of-Stay Statistics: An Audit And Forecasting Benchmark For ICD-10 Diagnosis Groups In Türkiye
Mehmet Kızıldağ
Vocabulary Change in Turkish Engineering Journal Abstracts Before and After Large Language Models
Mehmet Sevri
Dynamic Reconfiguration for Graceful Degradation in Mission-Critical Software Systems
Süleyman Muhammed Arıkan, İbrahim Alper Doğru
11:30 - 11:45 A.M.
(GMT+3)
Deep Generative Modeling of Tsunami Waveforms from Limited Laboratory Measurements: A Comparative GAN-VAE Study
Selçuk Tokgöz, Mustafa Açıkkar, Baran Aydın
A Multi-Layer Digital Forensics Framework for Unmanned Aerial Vehicles Subjected to Kinetic and Cyber Attacks in Hybrid Warfare: A Projection on December 2025 Türkiye Incidents
Burak Eskici, İbrahim Alper Doğru, İsmail Atacak
The Role of Artificial Intelligence Supported Training Systems in Performance Development and Injury Risk Management in Sports
Fatih Sarısoy, Harun Jira
Multilayered Dimensions of Cyber Sovereignty from Globalization to Digitalization: An Operational Control Matrix for Cloud Computing Contracts and Public Procurement
Yavuz Kansu, İbrahim Alper Doğru
11:45 - 12:00 P.M.
(GMT+3)
Deep Learning-Based Face Recognition Attendance System with Anti-Spoofing Detection
Kuldeep Kumar, Khushi Chamoli, Abhay Pratap Singh Spehia, Mehak Malik, Divyansh Pandit
Performance Evaluation of a Random Forest Classifier for Machine Learning Based Network Intrusion Detection Using the UNSW-NB15 Dataset
Oğuzhan Çıtlak
An Explainable Multi-Agent AI and Cognitive Digital Twin Framework for Intelligent, Safe, and Fuel-Efficient Fisheries Advisory Using Satellite Ocean Data
Logeswaran A, Deenanath M, Keerthana N V, Aswath S, Bhavanithra M, Kishore G E
LogSentinel: A CPU-Only Deployable Tool for Real-Time Application Log Anomaly Detection
Vairal Kushal, Y. Sri Lalitha
12:00 - 12:15 P.M.
(GMT+3)
TaSwish and A-TaSwish: Hybrid Activation Functions for Efficient Prediction in Regression Problems
Abdurrahman Güher
      
Face to Face PresentatIons (Classroom 307) Session Chair: Prof. Dr. Necaattin BARIŞÇI
12:15 - 12:30 P.M.
(GMT+3)
A Small-Scale Comparison of Community Detection Algorithms Using Reference Partitions on Two Real-World Social Networks
Mehmet Şimşek
12:30 - 12:45 P.M.
(GMT+3)
Cybersecurity in the Internet of Medical Things: A Review of Threats, Preventive Approaches and AI-Based Intrusion Detection
Zeynep Açıkgöz, İbrahim Alper Doğru, Esra Söğüt
12:45 - 13:00 P.M.
(GMT+3)
HybridDXN: A Statistically Validated Architectural Ablation Study of a Dual-Path Explainable Network for IoT Malware Detection
Zeynep Açıkgöz, İbrahim Alper Doğru
13:00 - 13:15 P.M.
(GMT+3)
Comparative and Ablation-Based Evaluation of a Transformer–Kolmogorov–Arnold Network Hybrid Against Gradient Boosting for Real World Telecom Traffic Service Classification
Merve Güllü, Esra Söğüt, Necaattin Barışçı
13:15 - 13:30 P.M.
(GMT+3)
Safe Landing Area Segmentation for Resource-Constrained UAV Systems: A Comparison of SLIC-Based Traditional Machine Learning Methods
Zehra Gözcü, Kazım Kılıç
13:30 – 14:00 P.M. (GMT+3) — Closing Speech
Prof. Dr. Ayhan ERDEM
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