Conditioning factors determination for landslide susceptibility mapping using support vector machine learning

• Main Authors: Kalantar, Bahareh, Ueda, Naonori, Lay, Usman Salihu, Al-Najjar, Husam Abdulrasool H., Abdul Halin, Alfian
• 格式: Conference or Workshop Item
• 语言: English
• 出版: IEEE 2019
• 在线阅读: http://psasir.upm.edu.my/id/eprint/78128/1/Conditioning%20factors%20determination%20for%20landslide%20susceptibility%20mapping%20using%20support%20vector%20machine%20learning.pdf; http://psasir.upm.edu.my/id/eprint/78128/

This study investigates the effectiveness of two sets of landslide conditioning variable(s). Fourteen landslide conditioning variables were considered in this study where they were duly divided into two sets G1 and G2. Two Support Vector Machine (SVM) classifiers were constructed based on each datas...