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Keywords: feature analysis
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Journal Articles

An Application of Machine Learning Algorithms on the Prediction of the Damage Level of Rubble-Mound Breakwaters

Susmita Saha, Soumen De, Satyasaran Changdar
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. February 2024, 146(1): 011202.
Paper No: OMAE-22-1185
https://doi.org/10.1115/1.4062475
Published Online: May 24, 2023
... and analyzed on estimation of the damage level of rubble-mound breakwaters. A large experimental dataset, considering almost every stability variable with their whole ranges, was used in this purpose. Also, a detailed feature analysis is presented to have an insight into the relations between these variables...
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Topics: Algorithms, Artificial neural networks, Breakwaters, Damage, Machine learning, Stability, Support vector machines