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A brief history of forecasting competitions

Hyndman, Rob J. - In: International journal of forecasting 36 (2020) 1, pp. 7-14

Persistent link: https://www.econbiz.de/10012405521

Prediction of unemployment rates with time series and machine learning techniques

Katris, Christos - In: Computational economics 55 (2020) 2, pp. 673-706

Persistent link: https://www.econbiz.de/10012223659

A brief history of forecasting competitions

Hyndman, Rob J. - 2019

Persistent link: https://www.econbiz.de/10012592216

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

A hybrid model for time series forecasting

Xiao, Yi; Xiao, Jin; Wang, Shouyang - In: Human systems management : HSM 31 (2012) 2, pp. 133-143

Persistent link: https://www.econbiz.de/10009619756

A neuro-walvet model for the short-term forecasting of high-frequency time series of stock returns

Ortega, Luis F.; Khashanah, Khaldoun - In: Journal of forecasting 33 (2014) 2, pp. 134-146

Persistent link: https://www.econbiz.de/10010424852

Share price time series forecasting for effective supply chain information exchange

Ayyanathan, N.; Kannammal, A. - In: International journal of logistics systems and management 18 (2014) 1, pp. 139-158

Persistent link: https://www.econbiz.de/10010480207

A machine learning pipeline for forecasting time series in the banking sector

Gorodetskaya, Olga; Gobareva, Yana; Koroteev, Mikhail - In: Economies : open access journal 9 (2021) 4, pp. 1-15

The problem of forecasting time series is very widely debated. In recent years, machine learning algorithms have been very prolific in this area. This paper describes a systematic approach to building a machine learning predictive model for solving optimization problems in the banking sector. A...

Persistent link: https://www.econbiz.de/10012800488

Forecasting day-ahead electricity prices : a comparison of time series and neural network models taking external regressors into account

Lehna, Malte; Scheller, Fabian; Herwartz, Helmut - In: Energy economics 106 (2022), pp. 1-15

Persistent link: https://www.econbiz.de/10013202053

Time series forecasting of domestic shipping market : comparison of SARIMAX, ANN-based models and SARIMAX-ANN hybrid model

Solak Fiskin, Cemile; Turgut, Ozgu; Westgaard, Sjur; … - In: International journal of shipping and transport … 14 (2022) 3, pp. 193-221

Persistent link: https://www.econbiz.de/10013257773