Browsing USN Open Archive by Author "Trinh, Phan Trong"
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A Novel Hybrid Approach Based on Instance Based Learning Classifier and Rotation Forest Ensemble for Spatial Prediction of Rainfall-Induced Shallow Landslides Using GIS
Nguyen, Quang-Khanh; Tien Bui, Dieu; Hoang, Nhat-Duc; Trinh, Phan Trong; Nguyen, Viet-Ha; Yilmaz, Isik (Journal article; Peer reviewed, 2017)This study proposes a novel hybrid machine learning approach for modeling of rainfall-induced shallow landslides. The proposed approach is a combination of an instance-based learning algorithm (k-NN) and Rotation Forest ...