Browsing Industrial Engineering by OzU Authors "Albey, Erinç"
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Ensemble Learning based on Regressor Chains: A Case on Quality Prediction
Demirel, Kenan Cem; Şahin, Ahmet; Albey, Erinç (SciTePress, 2019)In this study we construct a prediction model, which utilizes the production process parameters acquired from a textile machine and predicts the quality characteristics of the final yarn. Several machine learning algorithms ... -
International roaming traffic optimization with call quality
Şahin, Ahmet; Demirel, Kenan Cem; Albey, Erinç; Gürsun, Gonca (SciTePress, 2019)In this study we focus on a Steering International Roaming Traffic (SIRT) problem with single service that concerns a telecommunication’s operators’ agreements with other operators in order to enable subscribers access ... -
Neural network estimators for optimal tour lengths of traveling salesperson problem instances with arbitrary node distributions
Varol, Taha; Özener, Okan Örsan; Albey, Erinç (Informs, 2024)It is essential to solve complex routing problems to achieve operational efficiency in logistics. However, because of their complexity, these problems are often tackled sequentially using cluster-first, route-second ...
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