Browsing by Author "Nhat-Duc Hoang"
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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
Quang-Khanh Nguyen; Dieu Tien Bui; Nhat-Duc Hoang; Phan Trong Trinh; Viet-Ha Nguyen; Yilmaz, Isik (MDPI, 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 ...