Researcher Profile

Hiep Van Le

0000-0001-6609-5215

Publications

819

Citations

Co-Authors

Active Years

Publications

Open Access Journal Article Geoscience Frontiers May 01, 2021

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

Binh Thai Pham · Abolfazl Jaafari · Tran Van Phong · Hoang Phan Hai Yen +5 more

10.1016/j.gsf.2020.11.003 113 citations

Journal Article Journal of Hydrology Jan 01, 2021

Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?

Binh Thai Pham · Chinh Luu · Tran Van Phong · Phan Trong Trinh +6 more

10.1016/j.jhydrol.2020.125615 123 citations

Open Access Journal Article Mathematical Problems in Engineering Feb 05, 2021

Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil

Quang Hung Nguyen · Hai-Bang Ly · Lanh Si Ho · Nadhir Al-Ansari +4 more

10.1155/2021/4832864 397 citations

Journal Article International Journal of Digital Earth Dec 15, 2020

Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides

Binh Thai Pham · Abolfazl Jaafari · Trung Nguyen-Thoi · Tran Van Phong +8 more

10.1080/17538947.2020.1860145 50 citations

Open Access Journal Article International Journal of Environmental Research and Pub... Apr 04, 2020

Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

Phong Tung Nguyen · Duong Hai Ha · Abolfazl Jaafari · Huu Duy Nguyen +5 more

10.3390/ijerph17072473 136 citations

Publication Timeline

2021

2020

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