Investigation of multivariate freight rate prediction using machine learning and ais data
PA Næss - 2018 - ntnuopen.ntnu.no
This thesis investigates whether multivariate machine learning forecasting methods, using
information extracted from Automatic Identification System (AIS) data, add additional …
information extracted from Automatic Identification System (AIS) data, add additional …
[PDF][PDF] Scanning the horizon: forecasting and trading on forward freight agreements using long short-term memory neural networks and AIS-derived features
H Farbrot, S Kalvik - 2019 - openaccess.nhh.no
The purpose of this study has been to predict Forward Freight Agreement (FFA) prices using
machine learning techniques, investigate the additional forecasting power of Automatic …
machine learning techniques, investigate the additional forecasting power of Automatic …
Developing a combined qualitative ship valuation estimation model
NM Koray - 2020 - openaccess.pirireis.edu.tr
The concept of value is as old as the history of humanity and is being discussed on that
every period. The complex structure of maritime trade, the high uncertainties, and the lack of …
every period. The complex structure of maritime trade, the high uncertainties, and the lack of …
Forecasting and trading in the crude tanker FFA market: forecasting and applying trading strategies on crude tanker forward freight agreements using neural networks …
CH Stefanski, E Tveiti - 2020 - openaccess.nhh.no
The objective of this thesis is to forecast derivative prices of Forward Freight Agreements
(FFAs) using machine learning techniques and investigate the profitability of implementing …
(FFAs) using machine learning techniques and investigate the profitability of implementing …