Get started
Author

Hristos Tyralis

Observed names: H. Tyralis, Tyralis, H., Tyralis, Hristos
Institution: Hellenic Air Force
ORCID: 0000-0002-8932-4997
Observed ORCID: 0000-0002-8932-4997
OpenAlex ID: A5003329348
Twenty-three unsolved problems in hydrology (UPH) – a community perspective
2019 · Günter Blöschl, Marc F.P. Bierkens, et al. · Hydrological Sciences Journal · 1,192
PDF
A Brief Review of Random Forests for Water Scientists and Practitioners and Their Recent History in Water Resources
2019 · Hristos Tyralis, Georgia Papacharalampous, et al. · Water · 833
PDF
A review of predictive uncertainty estimation with machine learning
2024 · Hristos Tyralis, Georgia Papacharalampous · Artificial Intelligence Review · 226
PDF
Variable Selection in Time Series Forecasting Using Random Forests
2017 · Hristos Tyralis, Georgia Papacharalampous · Algorithms · 222
PDF
Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms
2020 · Hristos Tyralis, Georgia Papacharalampous, et al. · Neural Computing and Applications · 186
PDF
Comparison of stochastic and machine learning methods for multi-step ahead forecasting of hydrological processes
2018 · Georgia Papacharalampous, Hristos Tyralis, et al. · Stochastic Environmental Research and Risk Assessment · 155
PDF
Predictability of monthly temperature and precipitation using automatic time series forecasting methods
2018 · Georgia Papacharalampous, Hristos Tyralis, et al. · Acta Geophysica · 144
Hydrological post-processing using stacked generalization of quantile regression algorithms: Large-scale application over CONUS
2019 · Hristos Tyralis, Georgia Papacharalampous, et al. · Journal of Hydrology · 106
Evaluation of random forests and Prophet for daily streamflow forecasting
2018 · Georgia A. Papacharalampous, Hristos Tyralis · Advances in geosciences · 100
PDF
Boosting algorithms in energy research: a systematic review
2021 · Hristos Tyralis, Georgia Papacharalampous · Neural Computing and Applications · 96
PDF
How to explain and predict the shape parameter of the generalized extreme value distribution of streamflow extremes using a big dataset
2019 · Hristos Tyralis, Georgia Papacharalampous, et al. · Journal of Hydrology · 75
Simultaneous estimation of the parameters of the Hurst–Kolmogorov stochastic process
2010 · Hristos Tyralis, Demetris Koutsoyiannis · Stochastic Environmental Research and Risk Assessment · 73
Probabilistic Hydrological Post-Processing at Scale: Why and How to Apply Machine-Learning Quantile Regression Algorithms
2019 · Georgia Papacharalampous, Hristos Tyralis, et al. · Water · 72
Univariate Time Series Forecasting of Temperature and Precipitation with a Focus on Machine Learning Algorithms: a Multiple-Case Study from Greece
2018 · Georgia Papacharalampous, Hristos Tyralis, et al. · Water Resources Management · 72
The IAHS Science for Solutions decade, with Hydrology Engaging Local People IN one Global world (HELPING)
2024 · Berit Arheimer, Christophe Cudennec, et al. · Hydrological Sciences Journal · 70
PDF
Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus
2018 · Thomas Dimopoulos, Hristos Tyralis, et al. · Advances in geosciences · 61
PDF
A review of machine learning concepts and methods for addressing challenges in probabilistic hydrological post-processing and forecasting
2022 · Georgia Papacharalampous, Hristos Tyralis · Frontiers in Water · 60
PDF
Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability
2020 · Georgia Papacharalampous, Hristos Tyralis · Journal of Hydrology · 54
PDF
A Bayesian statistical model for deriving the predictive distribution of hydroclimatic variables
2013 · Hristos Tyralis, Demetris Koutsoyiannis · Climate Dynamics · 52
Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity
2020 · Georgia Papacharalampous, Hristos Tyralis, et al. · The Science of The Total Environment · 51
PDF
Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale
2019 · Georgia Papacharalampous, Hristos Tyralis, et al. · Advances in Water Resources · 50
PDF
On the long-range dependence properties of annual precipitation using a global network of instrumental measurements
2017 · Hristos Tyralis, Panayiotis Dimitriadis, et al. · Advances in Water Resources · 44
One-step ahead forecasting of geophysical processes within a purely statistical framework
2018 · Georgia Papacharalampous, Hristos Tyralis, et al. · Geoscience Letters · 40
PDF
Quantile-Based Hydrological Modelling
2021 · Hristos Tyralis, Georgia Papacharalampous · Water · 37
PDF
Estimation of intensity–duration–frequency curves using max-stable processes
2018 · Hristos Tyralis, Andreas Langousis · Stochastic Environmental Research and Risk Assessment · 34
Works count: 171
Citation count: 4,715
H-index: 29
I10-index: 49
Year
Topic
Type