A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing

A Parsimonious Yet Robust Regression Model for Predicting Limited Structural Responses of Remote Sensing

Small data analytics, at the opposite extreme of big data analytics, represent a critical limitation in structural health monitoring based on spaceborne remote sensing technology. Besides the engineering challenge, small data is typically a demanding issue in machine learning applications related to...

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Bibliographic Details
Main Authors: Alireza Entezami, Bahareh Behkamal, Carlo De Michele, Stefano Mariani
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Engineering Proceedings
Subjects:
bridge health monitoring
machine learning
artificial neural network
Bayesian hyperparameter optimization
Online Access:https://www.mdpi.com/2673-4591/58/1/54

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https://www.mdpi.com/2673-4591/58/1/54

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