158 citations · 380 across the 24 of their papers we have counts for
3 papers · 1 filter
Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity
Georgia Papacharalampous, Hristos Tyralis, Simon Michael Papalexiou +4
Hydroclimatic time series analysis focuses on a few feature types (e.g., autocorrelations, trends, extremes), which describe a small portion of the entire information content of th…
Boosting algorithms in energy research: A systematic review
Hristos Tyralis, Georgia Papacharalampous
Machine learning algorithms have been extensively exploited in energy research, due to their flexibility, automation and ability to handle big data. Among the most prominent machin…
Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability
Georgia Papacharalampous, Hristos Tyralis
Delivering useful hydrological forecasts is critical for urban and agricultural water management, hydropower generation, flood protection and management, drought mitigation and all…