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Residual value forecasting using asymmetric cost functions
Dress, Korbinian; Lessmann, Stefan; Mettenheim, … - In: International journal of forecasting 34 (2018) 4, pp. 551-565
Persistent link: https://www.econbiz.de/10012031040
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Predicting/hypothesizing the findings of the M5 competition
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 38 (2022) 4, pp. 1337-1345
Persistent link: https://www.econbiz.de/10014381085
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The M5 uncertainty competition : results, findings and conclusions
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 38 (2022) 4, pp. 1365-1385
Persistent link: https://www.econbiz.de/10014381091
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Simple averaging of direct and recursive forecasts via partial pooling using machine learning
In, YeonJun; Jung, Jae-Yoon - In: International journal of forecasting 38 (2022) 4, pp. 1386-1399
Persistent link: https://www.econbiz.de/10014381094
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A fast and scalable ensemble of global models with long memory and data partitioning for the M5 forecasting competition
Bandara, Kasun; Hewamalage, Hansika; Godahewa, Rakshitha; … - In: International journal of forecasting 38 (2022) 4, pp. 1400-1404
Persistent link: https://www.econbiz.de/10014381097
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Forecasting with gradient boosted trees : augmentation, tuning, and cross-validation strategies : winning solution to the M5 uncertainty competition
Lainder, A. David; Wolfinger, Russell D. - In: International journal of forecasting 38 (2022) 4, pp. 1426-1433
Persistent link: https://www.econbiz.de/10014381101
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Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series
Nasios, Ioannis; Vogklis, Konstantinos - In: International journal of forecasting 38 (2022) 4, pp. 1448-1459
Persistent link: https://www.econbiz.de/10014381109
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Forecasting with trees
Januschowski, Tim; Wang, Yuyang; Torkkola, Kari; … - In: International journal of forecasting 38 (2022) 4, pp. 1473-1481
Persistent link: https://www.econbiz.de/10014381127
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Evaluating quantile forecasts in the M5 uncertainty competition
Chen, Zhi; Gaba, Anil; Tsetlin, Ilia; Winkler, Robert L. - In: International journal of forecasting 38 (2022) 4, pp. 1531-1545
Persistent link: https://www.econbiz.de/10014381153
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Commentary on the M5 forecasting competition
Kolassa, Stephan - In: International journal of forecasting 38 (2022) 4, pp. 1562-1568
Persistent link: https://www.econbiz.de/10014381166