Applications of machine learning methods in port operations – A systematic literature review

• Published in: Transportation research. Part E, Logistics and transportation review Vol. 161; p. 102722
• Main Authors: Filom, Siyavash, Amiri, Amir M., Razavi, Saiedeh
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2022
• Subjects: Container terminals; Data analytics; Machine learning; Port; Seaport; Systematic literature review; Seaport; Data analytics; Container terminals; Port; Machine learning; Systematic literature review

•A structured literature review on application of machine learning methods in port operations is performed.•70 relevant articles are divided using four different categorizations (Operation, method, type, and data).•Evidence from the literature present that ML-based methods exhibit great potential in...