A Novel Interval Forecast for K-Nearest Neighbor Time Series: A Case Study of Durian Export in Thailand
The k-nearest neighbor (K-NN) time series model is widely favored for its simplicity and ease of understanding. However, it lacks a forecast interval, an essential feature for capturing the uncertainty inherent in point forecasts. This study introduces a novel interval forecasting approach that inte...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10375507/ |