Ship Engine Model Selection by Applying Machine Learning Classification Techniques Using Imputation and Dimensionality Reduction

Ship Engine Model Selection by Applying Machine Learning Classification Techniques Using Imputation and Dimensionality Reduction

The maritime is facing a gradual proliferation of data, which is frequently coupled with the presence of subpar information that contains missing and duplicate data, erroneous records, and flawed entries as a result of human intervention or a lack of access to sensitive and important collaborative i...

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Bibliographic Details
Main Authors: Kyriakos Skarlatos, Grigorios Papageorgiou, Panagiotis Biris, Ekaterini Skamnia, Polychronis Economou, Sotirios Bersimis
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Journal of Marine Science and Engineering
Subjects:
machine learning in shipping
dimensionality reduction
supervised learning
model comparison and selection
ship engine classification
Online Access:https://www.mdpi.com/2077-1312/12/1/97

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