Ayhan Akbaş

Joint Optimization of Transmission Power Level and Packet Size for WSN Lifetime Maximization

Ayhan Akbaş, Hüseyin Uğur Yıldız, Suleyman Uludag · IEEE Sensors Journal · 2016 · 47 citations

Data Packet Size, Cross-layer Optimization, Energy-efficient Networking +16

Neural network based instant parameter prediction for wireless sensor network optimization models

Ayhan Akbaş, Hüseyin Uğur Yıldız, Ahmet Murat Özbayoğlu · Wireless Networks · 2018 · 44 citations

Engineering, Wireless Sensor System, Intelligent Optimization +9

Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS

Selim Buyrukoğlu, Ayhan Akbaş · Balkan Journal of Electrical and Computer Engineering · 2022 · 35 citations · Full text

Engineering, Machine Learning, Diagnosis +20

Machine learning approaches for underwater sensor network parameter prediction

Osman Gokhan Uyan, Ayhan Akbaş, Vehbi Çağrı Güngör · Ad Hoc Networks · 2023 · 23 citations

Underwater Networks, Machine Learning Approaches, Machine Learning +5

Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation

Ayhan Akbaş, Selim Buyrukoğlu · Arabian Journal for Science and Engineering · 2022 · 20 citations

Engineering, Systems Engineering, Internet Of Things +5