Comparison of statistical and machine learning methods for daily SKU demand forecasting. - Evangelos Spiliotis; Spyros Makridakis; Artemios-Anargyros Semenoglou; Vassilios Assimakopoulos (Oper. Res., 2022)

Image-based time series forecasting: A deep convolutional neural network approach. - Artemios-Anargyros Semenoglou; Evangelos Spiliotis; Vassilios Assimakopoulos (Neural Networks, 2023)

Data augmentation for univariate time series forecasting with neural networks. - Artemios-Anargyros Semenoglou; Evangelos Spiliotis; Vassilios Assimakopoulos (Pattern Recognit., 2023)

Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward. - Spyros Makridakis; Evangelos Spiliotis; Vassilios Assimakopoulos; Artemios-Anargyros Semenoglou; Gary Mulder; Konstantinos Nikolopoulos (J. Oper. Res. Soc., 2023)