Viet-Ha Nhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Comparative Analysis

Geospatial Data

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Adv. Eng. Informatics

Publications

Viet-Ha Nhu, Phan Cao Duong, Pham Viet Hoa, Pham The Vinh, Dieu Tien Bui
A New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential. IEEE Access 12 (2024)
Xuan Truong Tran, Viet-Ha Nhu, Doan Thi Nam Phuong, Le Thanh Nghi, Nguyen Nhu Hung, Pham Viet Hoa, Dieu Tien Bui
A New Approach Based on TensorFlow Deep Neural Networks with ADAM Optimizer and GIS for Spatial Prediction of Forest Fire Danger in Tropical Areas. Remote. Sens. 15 (14) (2023)
Viet-Ha Nhu, Pham Viet Hoa, Laura Melgar-García, Dieu Tien Bui
Comparative Analysis of Deep Learning and Swarm-Optimized Random Forest for Groundwater Spring Potential Identification in Tropical Regions. Remote. Sens. 15 (19) (2023)
Kien-Trinh Thi Bui, José F. Torres, David Gutiérrez-Avilés, Viet-Ha Nhu, Dieu Tien Bui, Francisco Martínez-Álvarez
Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm. Comput. Aided Civ. Infrastructure Eng. 37 (11) (2022)
Minh-Tu Cao, Nhat-Duc Hoang, Viet-Ha Nhu, Dieu Tien Bui
An advanced meta-learner based on artificial electric field algorithm optimized stacking ensemble techniques for enhancing prediction accuracy of soil shear strength. Eng. Comput. 38 (3) (2022)
Hung Van Le, Duc Anh Hoang, Chuyen Trung Tran, Phi Quoc Nguyen, Van Hai Thi Tran, Nhat-Duc Hoang, Mahdis Amiri, Phuong-Thao Thi Ngo, Viet-Ha Nhu, Van Thong Hoang, Dieu Tien Bui
A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas. Ecol. Informatics 63 (2021)
Viet-Ha Nhu, Phuong-Thao Thi Ngo, Tien Dat Pham, Jie Dou, Xuan Song, Nhat-Duc Hoang, An Dang Tran, Phan Cao Duong, Ibrahim Berkan Aydilek, Mahdis Amiri, Romulus Costache, Pham Viet Hoa, Dieu Tien Bui
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping. Remote. Sens. 12 (17) (2020)
Viet Nghia Nguyen, Peyman Yariyan, Mahdis Amiri, An Dang Tran, Tien Dat Pham, Minh Phuong Do, Phuong-Thao Thi Ngo, Viet-Ha Nhu, Nguyen Quoc Long, Dieu Tien Bui
A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data. Remote. Sens. 12 (9) (2020)
Mohammadtaghi Avand, Saeid Janizadeh, Dieu Tien Bui, Pham Viet Hoa, Phuong-Thao Thi Ngo, Viet-Ha Nhu
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater. Int. J. Digit. Earth 13 (12) (2020)
Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Sepideh Bahrami, Shaghayegh Miraki, Marten Geertsema, Hoang Nguyen
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms. ISPRS Int. J. Geo Inf. 9 (8) (2020)
Viet-Ha Nhu, Nhat-Duc Hoang, Van-Binh Duong, Hong-Dang Vu, Dieu Tien Bui
A hybrid computational intelligence approach for predicting soil shear strength for urban housing construction: a case study at Vinhomes Imperia project, Hai Phong city (Vietnam). Eng. Comput. 36 (2) (2020)
Viet-Ha Nhu, Pijush Samui, Deepak Kumar, Anshuman Singh, Nhat-Duc Hoang, Dieu Tien Bui
Advanced soft computing techniques for predicting soil compression coefficient in engineering project: a comparative study. Eng. Comput. 36 (4) (2020)
Dieu Tien Bui, Nhat-Duc Hoang, Viet-Ha Nhu
A swarm intelligence-based machine learning approach for predicting soil shear strength for road construction: a case study at Trung Luong National Expressway Project (Vietnam). Eng. Comput. 35 (3) (2019)
Dieu Tien Bui, Viet-Ha Nhu, Nhat-Duc Hoang
Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network. Adv. Eng. Informatics 38 (2018)