Browsing Institutt for industriell økonomi og teknologiledelse by Author "Salen, Stian Røyset"

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Predicting Shipping Freight Rate Movements Using Recurrent Neural Networks and AIS Data - On the tanker route between the Arabian Gulf and Singapore

Århus, Gisle Hoel; Salen, Stian Røyset (Master thesis, 2018)

The purpose of this thesis is twofold. Firstly, we want to predict shipping freight rates in the liquid crude oil tanker market, applying a machine learning technique suitable for processing time-series (sequential) data, ...