Artemios-Anargyros Semenoglou

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

Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos, 2022, J. Oper. Res. Soc..

Image-based time series forecasting: A deep convolutional neural network approach

Evangelos Spiliotis, Vassilios Assimakopoulos, Artemios-Anargyros Semenoglou, 2022, Neural Networks.

Data augmentation for univariate time series forecasting with neural networks

Evangelos Spiliotis, Vassilios Assimakopoulos, Artemios-Anargyros Semenoglou, 2022, Pattern Recognit..

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

Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos, 2020, Operational Research.

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

Evangelos Spiliotis, Vassilios Assimakopoulos, Spyros Makridakis, 2020, Operational Research.

Investigating the accuracy of cross-learning time series forecasting methods

Evangelos Spiliotis, Vassilios Assimakopoulos, Spyros Makridakis, 2020, International Journal of Forecasting.