Applications of Machine Learning and Data Analytics Models in Maritime Transportation (Hardcover)

Machine learning and data analytics can be used to inform technical, commercial and financial decisions in the maritime industry. Applications of Machine Learning and Data Analytics Models in Maritime Transportation explores the fundamental principles of analysing maritime transportation related practical problems using data-driven models, with a particular focus on machine learning and operations research models. Data-enabled methodologies, technologies, and applications in maritime transportation are clearly and concisely explained, and case studies of typical maritime challenges and solutions are also included. The authors begin with an introduction to maritime transportation, followed by chapters providing an overview of ship inspection by port state control, and the principles of data driven models. Further chapters cover linear regression models, Bayesian networks, support vector machines, artificial neural networks, tree-based models, association rule learning, cluster analysis, classic and emerging approaches to solving practical problems in maritime transport, incorporating shipping domain knowledge into data-driven models, explanation of black-box machine learning models in maritime transport, linear optimization, advanced linear optimization, and integer optimization. A concluding chapter provides an overview of coverage and explores future possibilities in the field. The book will be especially useful to researchers and professionals with expertise in maritime research who wish to learn how to apply data analytics and machine learning to their fields.

General

Imprint:	Institution Of Engineering And Technology
Country of origin:	United Kingdom
Series:	Transportation
Release date:	February 2023
First published:	2023
Authors:	Ran Yan (Research Assistant Professor) • Shuaian Wang (Professor)
Dimensions:	234 x 156mm (L x W)
Format:	Hardcover
Pages:	319
ISBN-13:	978-1-83953-559-8
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Books > Business & Economics > Industry & industrial studies > Transport industries > Shipping industries > Maritime / nautical trades
LSN:	1-83953-559-8
Barcode:	9781839535598

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!