From Physical Campuses to Intelligent Twins: Machine Learning-Enhanced Wireless Network Optimization With Sionna
Yıldız, Ö., Kaya, B.
IGI Global (book chapter) · Book chapter
Research
Research areas
- Deep Learning
- Computer Vision
- Machine Learning
- Medical Image Analysis
- Sensor Networks / IoT
- Robotics
Publications
2026
The Development of Artificial Intelligence in Eye Health
Çulha, G. N., Kaya, B.
Black Sea Journal of Engineering and Science · Journal
A review of how artificial intelligence has developed in ophthalmology — using retinal and other eye data to analyse disease, predict its course and improve treatment. It traces the shift towards machine and deep learning, the role these systems play in tele-ophthalmology, and the advantages and drawbacks they bring.
Classification of Retinal Diseases using a Multi-Model Approach
Kaya, B., Uçar, M.
IV. Int. Congress on Artificial Intelligence in Health · Conference
Classification of Common Eye Diseases with CNN-Based Architectures
Çulha, G. N., Kaya, B.
15. International Congress of Scientific Studies (UBCAK) · Conference
Prediction of Leaf Angular Spot Disease in Cotton Growing by Deep Learning Algorithms
Kaya, B., Nasiboğlu, E.
11th International Scientific Research Congress · Conference
Research projects
Topology optimization of mechanical parts from 3D scanning
Researcher · 2026–ML optimization of artichoke growing via a sensor-based smart-agriculture station
Researcher · 2026–AduAirNet — Indoor air-quality management with low-cost sensor networks & ML
Researcher · 2025–Robotic system with AI-assisted security, mapping, fire detection and human recognition
Researcher · 2025–TÜBİTAK 1832 — ML-assisted optimization for aluminium tanker lightweighting
Consultant · 2025–AI-assisted robotic system for early fire detection
Researcher · 2024–2025Multi-trait genome models and software development for genome analysis
Researcher · 2017–2019Turkish Sign Language recognition system
Researcher · 2017–2018