Search Results for author: Onur Çopur

Found 2 papers, 1 papers with code

Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network

1 code implementation Applied Energy 2023 Mert Nakıp, Onur Çopur, Emrah Biyik, Cüneyt Güzeliş

Smart home energy management systems help the distribution grid operate more efficiently and reliably, and enable effective penetration of distributed renewable energy sources.

energy management Management +1

Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak

no code implementations6 Nov 2020 Mert Nakıp, Onur Çopur, Cüneyt Güzeliş

The paper shows that simple linear regression models provide high prediction accuracy values reliably but only for a 2-weeks period and that relatively complex machine learning models, which have the potential of learning long term predictions with low errors, cannot achieve to obtain good predictions with possessing a high generalization ability.

feature selection regression

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