Related references
Note: Only part of the references are listed.Data-Driven Optimization for Commodity Procurement Under Price Uncertainty
Christian Mandl et al.
M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT (2023)
Smart Predict, then Optimize
Adam N. Elmachtoub et al.
MANAGEMENT SCIENCE (2022)
Data-driven storage operations: Cross-commodity backtest and structured policies
Christian Mandl et al.
PRODUCTION AND OPERATIONS MANAGEMENT (2022)
Data-driven financial and operational risk management: Empirical evidence from the global tramp shipping industry
Xiwen Bai et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2022)
Time series forecasting methods for the Baltic dry index
Christos Katris et al.
JOURNAL OF FORECASTING (2021)
From Predictive to Prescriptive Analytics
Dimitris Bertsimas et al.
MANAGEMENT SCIENCE (2020)
Commodity and transportation economic market interactions revisited: New evidence from a dynamic factor model
Jason Angelopoulos et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2020)
Quantile hedge ratio for forward freight market
Yimiao Gu et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2020)
Prescriptive analytics: Literature review and research challenges
Katerina Lepenioti et al.
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2020)
Big data and artificial intelligence in the maritime industry: a bibliometric review and future research directions
Ziaul Haque Munim et al.
MARITIME POLICY & MANAGEMENT (2020)
A fuzzy neural network combined with technical indicators and its application to Baltic Dry Index forecasting
Chien-Chang Chou et al.
JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY (2019)
Commodity Price Forecasts, Futures Prices, and Pricing Models
Gonzalo Cortazar et al.
MANAGEMENT SCIENCE (2019)
Probabilistic individual load forecasting using pinball loss guided LSTM
Yi Wang et al.
APPLIED ENERGY (2019)
Dynamic spillover effects among derivative markets in tanker shipping
Xiaolin Sun et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2019)
Understanding the fundamentals of freight markets volatility
Kian Guan Lim et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2019)
Artificial neural networks in freight rate forecasting
Zaili Yang et al.
MARITIME ECONOMICS & LOGISTICS (2019)
Volatility forecasting across tanker freight rates: The role of oil price shocks
Konstantinos Gavriilidis et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2018)
Seasonality patterns in the container shipping freight rate market
Jingbo Yin et al.
MARITIME POLICY & MANAGEMENT (2018)
The dynamic relationship between freight markets and commodity prices revealed
Vangelis Tsioumas et al.
MARITIME ECONOMICS & LOGISTICS (2018)
A Novel Approach to Forecasting the Bulk Freight Market
Vangelis Tsioumas et al.
ASIAN JOURNAL OF SHIPPING AND LOGISTICS (2017)
The Baltic Dry Index: cyclicalities, forecasting and hedging strategies
Fotis Papailias et al.
EMPIRICAL ECONOMICS (2017)
GEFCom2014: Probabilistic solar and wind power forecasting using a generalized additive tree ensemble approach
Gabor I. Nagy et al.
INTERNATIONAL JOURNAL OF FORECASTING (2016)
Merchant Commodity Storage and Term-Structure Model Error
Nicola Secomandi et al.
M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT (2015)
Relaxations of Approximate Linear Programs for the Real Option Management of Commodity Storage
Selvaprabu Nadarajah et al.
MANAGEMENT SCIENCE (2015)
Determinants of slow steaming and implications on service patterns
Claudio Ferrari et al.
MARITIME POLICY & MANAGEMENT (2015)
Optimal Energy Procurement in Spot and Forward Markets
Nicola Secomandi et al.
M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT (2014)
Forecasting spot prices in bulk shipping using multivariate and univariate models
N. D. Geomelos et al.
COGENT ECONOMICS & FINANCE (2014)
Freight-Forward Agreement Time series Modelling Based on Artificial Neural Network Models
Dimitrios Lyridis et al.
STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING (2013)
Trading volume and volatility in the shipping forward freight market
Amir H. Alizadeh
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2013)
Automatic time series forecasting: The forecast package for R
Rob J. Hyndman et al.
JOURNAL OF STATISTICAL SOFTWARE (2008)
Ship funds as a new asset class: An empirical analysis of the relationship between spot and forward prices in freight markets
Wolfgang Bessler et al.
JOURNAL OF ASSET MANAGEMENT (2008)
Forecasting spot and forward prices in the international freight market
Roy Batchelor et al.
INTERNATIONAL JOURNAL OF FORECASTING (2007)
The non-linear dynamics of spot freight rates in tanker markets
R Adland et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2006)
Why is it so difficult to beat the random walk forecast of exchange rates?
L Kilian et al.
JOURNAL OF INTERNATIONAL ECONOMICS (2003)
Seasonality patterns in tanker spot freight rate markets
MG Kavussanos et al.
ECONOMIC MODELLING (2002)
Seasonality patterns in dry bulk shipping spot and time charter freight rates
MG Kavussanos et al.
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2001)
Share Paper
