42 citations · 65 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2021★ 23 cited
Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale
Georgia Papacharalampous, Hristos Tyralis, Ilias G. Pechlivanidis +2
Statistical analyses and descriptive characterizations are sometimes assumed to be offering information on time series forecastability. Despite the scientific interest suggested by…
stat.AP2020★ 42 cited
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…