Hristos Tyralis - Concepedia

Author

Hristos Tyralis

National Technical University of Athens ORCID

Also Known As

H. Tyralis, Hristos Tyralis, Hristos Tyralis; Georgia Papacharalampous, Tyralis, Hristos

129

Publications

3.7K

Citations

H-Index

Concepts

All Affiliations

National Technical University of Athens Hellenic Air Force University of Patras Roma Tre University University of Saskatchewan

About

Hristos Tyralis is an author at National Technical University of Athens specializing in engineering, forecasting, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	32	1.5K
2	Management	4	4	234
3	Computer Science	3	3	133
4	Business	1	1	52
5	Social Sciences	1	1	179

Hristos Tyralis

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Twenty-three unsolved problems in hydrology (UPH) – a community perspective Günter Blöschl, Marc F. P. Bierkens, António Chambel, Hydrological Sciences Journal	2019	1.1K
Variable Selection in Time Series Forecasting Using Random Forests Hristos Tyralis, Georgia Papacharalampous Algorithms Forecasting MethodologyEngineeringMachine LearningSocial SciencesVariable Selection	2017	179
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 Forecasting MethodologyProbabilistic ForecastingEngineeringMachine Learning MethodsData Science	2018	132
Predictability of monthly temperature and precipitation using automatic time series forecasting methods Georgia Papacharalampous, Hristos Tyralis, Demetris Koutsoyiannis Acta Geophysica ClimatologyMeteorologyHydrometeorologyProbabilistic ForecastingMonthly Temperature	2018	132
Evaluation of random forests and Prophet for daily streamflow forecasting Georgia Papacharalampous, Hristos Tyralis Advances in geosciences Forecasting MethodologyHydrological PredictionEngineeringStreaming DataProbabilistic Forecasting	2018	97
Hydrological post-processing using stacked generalization of quantile regression algorithms: Large-scale application over CONUS Hristos Tyralis, Georgia Papacharalampous, Apostolos Burnetas, Journal of Hydrology EngineeringData ScienceSurface-water HydrologyStacked GeneralizationHydrological Post-processing	2019	92
Simultaneous estimation of the parameters of the Hurst–Kolmogorov stochastic process Hristos Tyralis, Demetris Koutsoyiannis Stochastic Environmental Research and Risk Assessment EngineeringStochastic ProcessesStochastic CalculusStochastic AnalysisProbability Theory	2010	73
Univariate Time Series Forecasting of Temperature and Precipitation with a Focus on Machine Learning Algorithms: a Multiple-Case Study from Greece Georgia Papacharalampous, Hristos Tyralis, Demetris Koutsoyiannis Water Resources Management ClimatologyMeteorologyForecasting MethodologyProbabilistic ForecastingEngineering	2018	67
How to explain and predict the shape parameter of the generalized extreme value distribution of streamflow extremes using a big dataset Hristos Tyralis, Georgia Papacharalampous, Sarintip Tantanee Journal of Hydrology Stream ProcessingFlash FloodEngineeringData ScienceStreamflow Extremes	2019	65
Probabilistic Hydrological Post-Processing at Scale: Why and How to Apply Machine-Learning Quantile Regression Algorithms Georgia Papacharalampous, Hristos Tyralis, Andreas Langousis, Water Hydrological PredictionEngineeringMachine LearningHydrologic EngineeringProbabilistic Hydrological Post-processing	2019	65

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