An Ensemble for Automatic Time Series Forecasting With K-Nearest Neighbors
In this paper a novel approach for automatically configuring a k-nearest neighbors regressor for univariate time series forecasting is presented. The approach uses an ensemble consisting of several k-nearest neighbors models with different configurations for their hyperparameters and model selection...
| Үндсэн зохиолчид: | , |
|---|---|
| Формат: | Өгүүллэг |
| Хэл сонгох: | English |
| Хэвлэсэн: |
IEEE
2025-01-01
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| Цуврал: | IEEE Access |
| Нөхцлүүд: | |
| Онлайн хандалт: | https://ieeexplore.ieee.org/document/10820325/ |