Time series forecasting of domestic shipping market : comparison of SARIMAX, ANN-based models and SARIMAX-ANN hybrid model
Cemile Solak Fiskin, Ozgu Turgut, Sjur Westgaard, A. Güldem Cerit
| Year of publication: |
2022
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|---|---|
| Authors: | Solak Fiskin, Cemile ; Turgut, Ozgu ; Westgaard, Sjur ; Cerit, A. Güldem |
| Published in: |
International journal of shipping and transport logistics : IJSTL. - Genéve [u.a.] : Inderscience Enterprises, ISSN 1756-6525, ZDB-ID 2541397-1. - Vol. 14.2022, 3, p. 193-221
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| Subject: | ARIMA | artificial neural network | hybrid model | machine learning | shipping | time series forecasting | Prognoseverfahren | Forecasting model | Zeitreihenanalyse | Time series analysis | Künstliche Intelligenz | Artificial intelligence | Neuronale Netze | Neural networks | Theorie | Theory | Schifffahrt | Shipping |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1504/IJSTL.2022.122409 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10013257773