Interpretable real-time monitoring of short-term rockbursts in underground spaces based on microseismic activities

Abstract In this study, two novel hybrid intelligent models were developed to evaluate the short-term rockburst using the random forest (RF) method and two meta-heuristic algorithms, whale optimization algorithm (WOA) and coati optimization algorithm (COA), for hyperparameter tuning. Real-time predi...

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Bibliographic Details
Main Authors: Mohammad Hossein Kadkhodaei, Ebrahim Ghasemi
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-85042-3
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