Hristos Tyralis

Twenty-three unsolved problems in hydrology (UPH) – a community perspective

Günter Blöschl, Marc F. P. Bierkens, António Chambel et al. · Hydrological Sciences Journal · 2019 · 1.1K citations · Full text

Variable Selection in Time Series Forecasting Using Random Forests

Hristos Tyralis, Georgia Papacharalampous · Algorithms · 2017 · 179 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

Comparison of stochastic and machine learning methods for multi-step ahead forecasting of hydrological processes

Georgia Papacharalampous, Hristos Tyralis, Demetris Koutsoyiannis · Stochastic Environmental Research and Risk Assessment · 2018 · 132 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

Predictability of monthly temperature and precipitation using automatic time series forecasting methods

Georgia Papacharalampous, Hristos Tyralis, Demetris Koutsoyiannis · Acta Geophysica · 2018 · 132 citations

Climatology, Meteorology, Hydrometeorology +12

Evaluation of random forests and Prophet for daily streamflow forecasting

Georgia Papacharalampous, Hristos Tyralis · Advances in geosciences · 2018 · 97 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +17