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Author

Bora Öçal

3 papers indexed here

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Open access Aug 2026

Performance Comparison of Machine Learning-Based Regression Models in Predicting Türkiye’s Exports

The study aims to identify the most suitable machine learning-based regression model that can be used to predict the future course of exports by analysing the macroeconomic indicators affecting Türkiye’s export performance and through variables with a high correlation with exports. The study utilises 12 different macro...

Bora Öçal · 0 citations
Open access Aug 2026

FACTORS CONSTRAİNİNG OPERATİONAL EFFİCİENCY IN MARİTİME TRANSPORTATİON: A COMPARATİVE ANALYSİS OF QUANTİTATİVE DECİSİON SUPPORT MODELS AND FİELD REALİTİES

This study aims to identify the key risk factors that constrain operational efficiency in international maritime transport and to conduct a comparative analysis of the performance of the six continents addressed in line with these factors. The research is based on a hybrid research design that combines qualitative fiel...

Bora Öçal · 0 citations
Open access Jul 2026

A MACHINE LEARNING APPROACH BASED ON SYNTHETIC DATA FOR ESTIMATING CARBON FOOTPRINT IN LOGISTICS PROCESSES

This study aims to estimate the carbon footprint arising from logistics processes using machine learning methods based on synthetic data and to identify the most suitable model for this purpose. Due to data access limitations, a multidimensional synthetic dataset was generated using variables like transport distance, c...

Bora Öçal · 0 citations

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