Browsing Denizcilik İşletmeleri Yönetimi by Author "0000-0003-3358-0673"

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Forecasting Domestic Shipping Demand of Cement: Comparison of SARIMAX, ANN and Hybrid SARIMAX-ANN

Fiskin, Cemile Solak; Cerit, A. Guldem (IEEE-NEW YORK, 2019)

Accurate forecasting of shipping demand for cement is valuable for the ensure of proper supply and demand match. Due to the perishability nature of the shipping industry, accuracy performances of the models in the industry ...
Time series forecasting of domestic shipping market: comparison of SARIMAX, ANN-based models and SARIMAX-ANN hybrid model

Fiskin, Cemile Solak; Turgut, Ozgu; Westgaard, Sjur; Cerit, A. Guldem (INDERSCIENCE ENTERPRISES LTD-GENEVA, 2022)

Seaborne transport forecasting has attracted substantial interest over the years because of providing a useful policy tool for decision-makers. Although various forecasting methods have been widely studied, there is still ...
Understanding the Influencers of Freight Rate Forecasting Accuracy: A Meta-Regression Analysis of the Literature

Fiskin, Cemile Solak; Akgul, Ersin Firat (GALENOS PUBL HOUSE-ISTANBUL, 2022)

Forecasting freight rates has been a topic of discussion for decades. Even though freight rate forecasting is regarded as a critical research topic in shipping, the literature lacks a systematic empirical account of how ...

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