Blar i USN Open Archive på forfatter "Ho, Lanh Si"
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A Novel Intelligence Approach of a Sequential Minimal Optimization-Based Support Vector Machine for Landslide Susceptibility Mapping
Binh Thai, Pham; Prakash, Indra; Chen, Wei; Ly, Hai-Bang; Ho, Lanh Si; Omidvar, Ebrahim; Tran, Van Phong; Tien Bui, Dieu (Journal article; Peer reviewed, 2019)The main objective of this study is to propose a novel hybrid model of a sequential minimal optimization and support vector machine (SMOSVM) for accurate landslide susceptibility mapping. For this task, one of the landslide ... -
A Comparative Study of Kernel Logistic Regression, Radial Basis Function Classifier, Multinomial Naïve Bayes, and Logistic Model Tree for Flash Flood Susceptibility Mapping
Pham, Binh Thai; Phong, Tran Van; Nguyen, Huu Duy; Qi, Chongchong; Al-Ansari, Nadhir; Amini, Ata; Ho, Lanh Si; Tuyen, Tran Thi; Yen, Hoang Phan Hai; Ly, Hai-Bang; Prakash, Indra; Tien Bui, Dieu (Peer reviewed; Journal article, 2020)Risk of flash floods is currently an important problem in many parts of Vietnam. In this study, we used four machine-learning methods, namely Kernel Logistic Regression (KLR), Radial Basis Function Classifier (RBFC), ...