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2021
Journal Article
Title

Learnt by (machine) heart

Title Supplement
The potential of machine learning in maritime logistics
Abstract
Data from fleet management, ship operations, and port logistics have become an exceedingly valuable resource. This 'new oil,' as it is being called, already drives much of the transformation we see in the maritime industry today. Future-oriented maritime services will rely even more on the careful processing and analysis of data from maritime supply chains and transport markets to extract meaningful information and support decision-making. Data science plays a key role in this context, providing the necessary tools, from statistics to mathematical optimisation.
Author(s)
Zacharias, Miriam
Fraunhofer-Institut für Materialfluss und Logistik IML  
Kretschmann, Lutz
Fraunhofer-Institut für Materialfluss und Logistik IML  
Journal
Baltic transport journal  
Language
English
Fraunhofer-Institut für Materialfluss und Logistik IML  
Keyword(s)
  • ship operation

  • Industrie 4.0

  • Digitalisierung

  • data analytics

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