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...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Jie Zeng, Panayiotis C. Roussis, Ahmed Salih Mohammed, Chrysanthos Maraveas, Seyed Alireza Fatemi, Danial Jahed Armaghani, Panagiotis G. Asteris
פורמט: Article
שפה:English
יצא לאור: MDPI AG 2021-04-01
סדרה:Applied Sciences
נושאים:
ground vibration
blasting operation
boosting-CHAID: support vector machine
input selection
גישה מקוונת:https://www.mdpi.com/2076-3417/11/8/3705

אינטרנט

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

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