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Statistical, machine learning and deep learning forecasting methods : comparisons and ways forward

Makridakis, Spyros G.; Spiliotis, Evangelos; … - In: Journal of the Operational Research Society 74 (2023) 3, pp. 840-859

Persistent link: https://www.econbiz.de/10014332223

Forecasting with Artificial Intelligence : Theory and Applications

Hamoudia, Mohsen (ed.); Makridakis, Spyros G. (ed.); … - 2023

Part I. Artificial intelligence : present and future -- 1. Human intelligence (HI) versus artificial intelligence (AI) and intelligence augmentation (IA) -- 2. Expecting the future: How AI's potential performance will shape current behavior -- Part II. The status of machine learning methods for...

Persistent link: https://www.econbiz.de/10014369591

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

Comparison of statistical and machine learning methods for daily SKU demand forecasting

Spiliotis, Evangelos; Makridakis, Spyros G.; … - In: Operational research : an international journal 22 (2022) 3, pp. 3037-3061

Persistent link: https://www.econbiz.de/10013445352

Impact of information exchange on supplier forecasting performance

Trapero, Juan R.; Kourentzes, Nikolaos; Fildes, Robert - In: Omega : the international journal of management science 40 (2012) 6, pp. 738-747

Persistent link: https://www.econbiz.de/10009531350

Traditional time-series and computer-intensive methods

Fildes, Robert (contributor) - 2011

Persistent link: https://www.econbiz.de/10009162061

A new bootstrapped hybrid artificial neural network approach for time series forecasting

Eğrioğlu, Erol; Fildes, Robert - In: Computational economics 59 (2022) 4, pp. 1355-1383

Persistent link: https://www.econbiz.de/10013260258

Impact of information exchange on supplier forecasting performance

Trapero Arenas, Juan R.; Kourentzes, Nikolaos; Fildes, … - 2010

Persistent link: https://www.econbiz.de/10008736146

Validation in models of climate change and forecasting accuracy

Fildes, Robert A.; Kourentzes, Nikolaos - 2010

Persistent link: https://www.econbiz.de/10003987919

Advances in forecasting with neural networks? : empirical evidence from the NN3 competition on time series prediction

Crone, Sven F.; Hibon, Michèle; Nikolopoulos, Konstantinos - In: International journal of forecasting 27 (2011) 3, pp. 635-660

Persistent link: https://www.econbiz.de/10009248248

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