Prediction of Peak Particle Velocity Caused by Blasting through the Combinations of Boosted-CHAID and SVM Models with Various Kernels

Prediction of Peak Particle Velocity Caused by Blasting through the Combinations of Boosted-CHAID and SVM Models with Various Kernels

This research examines the feasibility of hybridizing boosted Chi-Squared Automatic Interaction Detection (CHAID) with different kernels of support vector machine (SVM) techniques for the prediction of the peak particle velocity (PPV) induced by quarry blasting. To achieve this objective, a boosting...

Полное описание

Библиографические подробности
Главные авторы: Jie Zeng, Panayiotis C. Roussis, Ahmed Salih Mohammed, Chrysanthos Maraveas, Seyed Alireza Fatemi, Danial Jahed Armaghani, Panagiotis G. Asteris
Формат: Статья
Язык:English
Опубликовано: MDPI AG 2021-04-01
Серии:Applied Sciences
Предметы:
ground vibration
blasting operation
boosting-CHAID: support vector machine
input selection
Online-ссылка:https://www.mdpi.com/2076-3417/11/8/3705

Internet

https://www.mdpi.com/2076-3417/11/8/3705

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