most citedContext-Aware Ensemble Learning for Time Series

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting

Aysin Tumay, Mustafa E. Aydin, Ali T. Koc +1

We introduce a novel ensemble approach for feature selection based on hierarchical stacking for non-stationarity and/or a limited number of samples with a large number of features.…

cs.LG2022★ 1 cited

Context-Aware Ensemble Learning for Time Series

Arda Fazla, Mustafa Enes Aydin, Orhun Tamyigit +1

We investigate ensemble methods for prediction in an online setting. Unlike all the literature in ensembling, for the first time, we introduce a new approach using a meta learner t…