Title

Preprocessing Large Datasets Using Gaussian Mixture Modelling to Improve Prediction Accuracy of Truck Productivity at Mine Sites

Journal title

Archives of Mining Sciences

Yearbook

2022

Volume

vol. 67

Issue

No 4

Authors

Fan, Chengkai ; Zhang, Na ; Jiang, Bei ; Liu, Wei Victor

Affiliation

Fan, Chengkai : University of Alberta , Edmonton, Department of Civil and Environmental Engineering, Alberta T6G 2E3, Canada ; Zhang, Na : University of Alberta , Department of Mathematical and Statistical Sciences, Edmonton, Alberta T6G 2G1, Canada ; Jiang, Bei : University of Alberta , Department of Mathematical and Statistical Sciences, Edmonton, Alberta T6G 2G1, Canada ; Liu, Wei Victor : University of Alberta , Department of Mathematical and Statistical Sciences, Edmonton, Alberta T6G 2G1, Canada

Keywords

Oil sands mining ; Mine truck productivity ; Gaussian mixture model ; Latent variable ; Prediction accuracy ; Relative importance

Divisions of PAS

Nauki Techniczne

Coverage

661-680

Publisher

Committee of Mining PAS

Date

2022.12.27

Type

Article

Identifier

DOI: 10.24425/ams.2022.143680