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
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
AduAirNet — Indoor air-quality management with low-cost sensor networks & ML
Researcher · 2025–ML optimization of artichoke growing via a sensor-based smart-agriculture station
Researcher · 2026–AI-assisted robotic system for early fire detection
Researcher · 2024–2025Topology optimization of mechanical parts from 3D scanning
Researcher · 2026–TÜBİTAK 1832 — ML-assisted optimization for aluminium tanker lightweighting
Consultant · 2025–