Serdar Gündoğdu

Efficient prediction of early-stage diabetes using XGBoost classifier with random forest feature selection technique

Serdar Gündoğdu · Multimedia Tools and Applications · 2023 · 73 citations · Full text

Diabetes Management, Engineering, Data Science +10

Estimation of ground-level particulate matter concentrations based on synergistic use of MODIS, MERRA-2 and AERONET AODs over a coastal site in the Eastern Mediterranean

Gizem Tuna Tuygun, Serdar Gündoğdu, Tolga Elbir · Atmospheric Environment · 2021 · 33 citations

Meteorology, Environmental Chemistry, Environmental Monitoring +10

Assessment of mental fatigue and stress on electronic sport players with data fusion

Serdar Gündoğdu, Ömer Halil Çolak, Ebru Apaydın Doğan et al. · Medical & Biological Engineering & Computing · 2021 · 30 citations

Mental Fatigue, Physical Activity, Kinesiology +9

Estimating daily PM2.5 concentrations using an extreme gradient boosting model based on VIIRS aerosol products over southeastern Europe

Serdar Gündoğdu, Gizem Tuna Tuygun, Zhanqing Li et al. · Air Quality Atmosphere & Health · 2022 · 23 citations

Environmental Monitoring, Engineering, Aerosol Transport +10

Comparison of static MLP and dynamic NARX neural networks for forecasting of atmospheric PM₁₀ and SO₂ concentrations in an industrial site of Turkey

Serdar Gündoğdu · Environmental Forensics · 2020 · 21 citations

Forecasting Methodology, Environmental Monitoring, Engineering +16