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...
| Main Authors: | , |
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| 格式: | 文件 |
| 语言: | English |
| 出版: |
IEEE
2025-01-01
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| 丛编: | IEEE Access |
| 主题: | |
| 在线阅读: | https://ieeexplore.ieee.org/document/10820325/ |