A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniques

In this study, we used four different machine learning models - artificial neural network (ANN), support vector regression (SVR), k-nearest neighbor (KNN), and random forest (RF) - to predict the natural period of reinforced concrete frame structures with masonry infill walls. To interpret the model...

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Bibliographic Details

Published in:	Results in Engineering
Main Authors:	P. Thisovithan, Harinda Aththanayake, D.P.P. Meddage, I.U. Ekanayake, Upaka Rathnayake
Format:	Article
Language:	English
Published:	Elsevier 2023-09-01
Subjects:	Explainable AI Masonry infill Machine learning Regression Natural period
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590123023005157