A new model selection strategy in time series forecasting with artificial neural networks: IHTS. - Serkan Aras; Ipek Deveci Kocakoç (Neurocomputing, 2016)

Stacking hybrid GARCH models for forecasting Bitcoin volatility. - Serkan Aras (Expert Syst. Appl., 2021)

On improving GARCH volatility forecasts for Bitcoin via a meta-learning approach. - Serkan Aras (Knowl. Based Syst., 2021)

Explainable inflation forecasts by machine learning models. - Serkan Aras; Paulo J. G. Lisboa (Expert Syst. Appl., 2022)

Does a meta-combining method lead to more accurate forecasts in the decision-making process? - Emrah Gulay; Serkan Aras (Oper. Res. Decis., 2024)