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Classifying Rockburst Events and Intensity in Underground Mines using Grey Wolf Optimization–Support Vector Machine and Extreme Gradient Boosting

DOI : 10.5614/j.eng.technol.sci.2025.57.6.6
Adhitya Dwi Nugraha (1), Ridho Kresna Wattimena (2), Bevina Desjwiandra Handari (3), Gatot Hertono (4)
(1) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia ,
(2) Department of Mining Engineering, Faculty of Mining and Petroleum Engineering, Institut Teknologi Bandung, Jalan Ganesa 10 Bandung 40132, Indonesia ,
(3) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia ,
(4) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia
817-830
Abstract : 359
PDF : 100
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.6.6

Classifying Coal Mine Pillar Stability Areas with Multiclass SVM on Ensemble Learning Models

DOI : 10.5614/j.eng.technol.sci.2024.56.1.8
Gatot Fatwanto Hertono (1), Ridho Kresna Wattimena (2), Gabriella Aileen Mendrofa (3), Bevina Desjwiandra Handari (4)
(1) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia ,
(2) Mining Engineering Study Program, Faculty of Mining and Petroleum Engineering, Institut Teknologi Bandung, Jalan Ganesa No. 10 Bandung 40132, Indonesia, Indonesia ,
(3) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia ,
(4) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia
95-109
Abstract : 559
PDF : 118
DOI: https://doi.org/10.5614/j.eng.technol.sci.2024.56.1.8
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