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9:20 AM - 9:30 AM JST(12:20 AM - 12:30 AM UTC)

[III-184] Efforts to Improve the Prediction Accuracy of Over-excavation Estimation Methods Using Machine Learning-Data Duplication with SMOTE-

*Takeru Akutsu¹, Kazuo Sakai¹, Shunntarou Miyanaga¹, Kazuki Ikeda¹, Keizou Soga¹ (1. TAISEI CORPORATION)

Keywords:

mountain tunnel,blasting plan,drilling pattern,MWD data,machine learning,SMOTE