activity
20192021
most citedSuper ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms

150 citations · 218 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

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…

math.OC2020★ 10 cited

ITSO: A novel Inverse Transform Sampling-based Optimization algorithm for stochastic search

Nikolaos P. Bakas, Vagelis Plevris, Andreas Langousis +1

Optimization algorithms appear in the core calculations of numerous Artificial Intelligence (AI) and Machine Learning methods, as well as Engineering and Business applications. Fol…