Serkan Aras

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Explainable inflation forecasts by machine learning models

P. Lisboa, Serkan Aras, 2022, Expert Syst. Appl..

An interpretable forecasting framework for energy consumption and CO2 emissions

Serkan Aras, M. Hanifi Van, 2022, Applied Energy.

Stacking hybrid GARCH models for forecasting Bitcoin volatility

Serkan Aras, Serkan Aras, 2021, Expert Syst. Appl..

Data Size Requirement for Forecasting Daily Crude Oil Price with Neural Networks

Serkan Aras, Manel Hamdi, M. Hamdi, 2019, Scientific Annals of Economics and Business.

Comparing and Combining MLP and NEAT for Time Series Forecasting

Shan He, Serkan Aras, Anh Nguyen, 2017 .

A new model selection strategy in time series forecasting with artificial neural networks: IHTS

Serkan Aras, Ipek Deveci Kocakoç, Serkan Aras, 2016, Neurocomputing.

On improving GARCH volatility forecasts for Bitcoin via a meta-learning approach

Serkan Aras, Serkan Aras, 2021, Knowl. Based Syst..

Comparative study on retail sales forecasting between single and combination methods

Serkan Aras, Ipek Deveci Kocakoç, Cigdem Polat, 2017 .

A new consensus between the mean and median combination methods to improve forecasting accuracy

Serkan Aras, Emrah Gulay, Emrah Gulay, 2017 .