A three-step rockburst prediction model based on data preprocessing combined with clustering and classification algorithms
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s10064-024-03774-y.pdf
Reference52 articles.
1. Ahmad M, Katman HY, Al-Mansob RA, Ahmad F, Safdar M, Alguno AC (2022) Prediction of rockburst intensity grade in deep underground excavation using adaptive boosting classifier. Complexity 2022:1–10. https://doi.org/10.1155/2022/6156210
2. Breiman L (2001) Random forests. Mach Learn 45:5–32. https://doi.org/10.1023/A:1010933404324
3. Breunig MM, Kriegel H-P, Ng RT, Sander J (2000) LOF: identifying density-based local outliers. ACM SIGMOD Rec 29:93–104. https://doi.org/10.1145/335191.335388
4. Chawla NV, Bowyer KW, Hall LO, Kegelmeyer WP (2002) SMOTE: synthetic minority over-sampling technique. J Artif Intell Res 16:321–357. https://doi.org/10.1613/jair.953
5. Chen J, Chen Y, Yang S, Zhong X, Han X (2019) A prediction model on rockburst intensity grade based on variable weight and matter-element extension. PLoS ONE 14:e0218525. https://doi.org/10.1371/journal.pone.0218525
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