Novel ANOVA-Statistic-Reduced Deep Fully Connected Neural Network for the Damage Grade Prediction of Post-Earthquake Buildings

Novel ANOVA-Statistic-Reduced Deep Fully Connected Neural Network for the Damage Grade Prediction of Post-Earthquake Buildings

Earthquakes are cataclysmic events that can harm structures and human existence. The estimation of seismic damage to buildings remains a challenging task due to several environmental uncertainties. The damage grade categorization of a building takes a significant amount of time and work. The early a...

Full description

Bibliographic Details
Main Authors: K. R. Sri Preethaa, Shyamala Devi Munisamy, Aruna Rajendran, Akila Muthuramalingam, Yuvaraj Natarajan, Ahmed Abdi Yusuf Ali
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
ANOVA
activation
classifier
PCA
gradient descent
regularization
Online Access:https://www.mdpi.com/1424-8220/23/14/6439

Internet

https://www.mdpi.com/1424-8220/23/14/6439

Similar Items