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Déjà vu : a data-centric forecasting approach through time series cross-similarity
Kang, Yanfei; Spiliotis, Evangelos; Petropoulos, Fotios; … - In: Journal of business research : JBR 132 (2021), pp. 719-731
Persistent link: https://www.econbiz.de/10012581654
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Product sales probabilistic forecasting : an empirical evaluation using the M5 competition data
Spiliotis, Evangelos; Makridakis, Spyros G.; … - In: International journal of production economics 240 (2021), pp. 1-14
Persistent link: https://www.econbiz.de/10012629896
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Investigating the accuracy of cross-learning time series forecasting methods
Semenoglou, Artemios-Anargyros; Spiliotis, Evangelos; … - In: International journal of forecasting 37 (2021) 3, pp. 1072-1084
Persistent link: https://www.econbiz.de/10012794805
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Are forecasting competitions data representative of the reality?
Spiliotis, Evangelos; Kouloumos, Andreas; Assimakopoulos, V. - In: International journal of forecasting 36 (2020) 1, pp. 37-53
Persistent link: https://www.econbiz.de/10012405548
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The M4 competition : 100,000 time series and 61 forecasting methods
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 36 (2020) 1, pp. 54-74
Persistent link: https://www.econbiz.de/10012405558
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Generalizing the Theta method for automatic forecasting
Spiliotis, Evangelos; Assimakopoulos, V.; Makridakis, … - In: European journal of operational research : EJOR 284 (2020) 2, pp. 550-558
Persistent link: https://www.econbiz.de/10012238739
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Forecasting with a hybrid method utilizing data smoothing, a variation of the Theta method and shrinkage of seasonal factors
Spiliotis, Evangelos; Assimakopoulos, V.; Nikolopoulos, … - In: International journal of production economics 209 (2019), pp. 92-102
Persistent link: https://www.econbiz.de/10012013066
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Exploiting resampling techniques for model selection in forecasting : an empirical evaluation using out-of-sample tests
Sarris, Dimitrios; Spiliotis, Evangelos; Assimakopoulos, V. - In: Operational research : an international journal 20 (2020) 2, pp. 701-721
Persistent link: https://www.econbiz.de/10012214658
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Forecasting : theory and practice
Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, V. - In: International journal of forecasting 38 (2022) 3, pp. 705-871
Persistent link: https://www.econbiz.de/10013349395
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The M5 competition : background, organization, and implementation
Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: International journal of forecasting 38 (2022) 4, pp. 1325-1336
Persistent link: https://www.econbiz.de/10014381084