Xuan-Hien Le

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Unsupervised Feature Learning

Comparative Study

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Earth Sci. Informatics

Publications

Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Giha Lee
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study. Earth Sci. Informatics 16 (4) (2023)
Linh Nguyen Van, Xuan-Hien Le, Giang V. Nguyen, Minho Yeon, May-Thi Tuyet Do, Giha Lee
Evaluation of Numerous Kinetic Energy-Rainfall Intensity Equations Using Disdrometer Data. Remote. Sens. 15 (1) (2023)
Giha Lee, Duc Hai Nguyen, Xuan-Hien Le
A Novel Framework for Correcting Satellite-Based Precipitation Products for Watersheds with Discontinuous Observed Data, Case Study in Mekong River Basin. Remote. Sens. 15 (3) (2023)
Xuan-Hien Le, Duc Hai Nguyen, Giha Lee
Performance Comparison of Bias-Corrected Satellite Precipitation Products by Various Deep Learning Schemes. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xuan-Hien Le, Linh Nguyen Van, Duc-Hai Nguyen, Giang V. Nguyen, Sungho Jung, Giha Lee
Comparison of bias-corrected multisatellite precipitation products by deep learning framework. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Nguyen Tu Trung, Xuan-Hien Le, Tran Manh Tuan
Enhancing Contrast of Dark Satellite Images Based on Fuzzy Semi-Supervised Clustering and an Enhancement Operator. Remote. Sens. 15 (6) (2023)
Do Ngoc Tuyen, Tran Manh Tuan, Xuan-Hien Le, Nguyen Thanh Tung, Tran Kim Chau, Pham Van Hai, Vassilis C. Gerogiannis, Le Hoang Son
RainPredRNN: A New Approach for Precipitation Nowcasting with Weather Radar Echo Images Based on Deep Learning. Axioms 11 (3) (2022)
Giang V. Nguyen, Xuan-Hien Le, Linh Nguyen Van, Sungho Jung, Minho Yeon, Giha Lee
Application of Random Forest Algorithm for Merging Multiple Satellite Precipitation Products across South Korea. Remote. Sens. 13 (20) (2021)
Duc-Hai Nguyen, Xuan-Hien Le, Jae-Yeong Heo, Deg-hyo Bae
Development of an Extreme Gradient Boosting Model Integrated With Evolutionary Algorithms for Hourly Water Level Prediction. IEEE Access 9 (2021)
Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Minho Yeon, Giha Lee
Comparison of Deep Learning Techniques for River Streamflow Forecasting. IEEE Access 9 (2021)
Xuan-Hien Le, Giha Lee, Kwansue Jung, Hyunuk An, Seungsoo Lee, Younghun Jung
Application of Convolutional Neural Network for Spatiotemporal Bias Correction of Daily Satellite-Based Precipitation. Remote. Sens. 12 (17) (2020)