Nhat-Duc Hoang

Research.com Recognitions

• 2026 - Research.com Computer Science in Vietnam Leader Award
• 2025 - Research.com Computer Science in Vietnam Leader Award
• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area.

  Dieu Tien Bui;Nhat-Duc Hoang;Francisco Martínez-Álvarez;Phuong-Thao Thi Ngo

  387
  Citations

• Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

  Dieu Tien Bui;Dieu Tien Bui;Tran Anh Tuan;Nhat Duc Hoang;Nguyen Quoc Thanh

  340
  Citations

• A novel method for asphalt pavement crack classification based on image processing and machine learning

  Nhat-Duc Hoang;Quoc-Lam Nguyen

  215
  Citations

• Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding

  Nhat Duc Hoang

  209
  Citations

• Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam

  Dieu Tien Bui;Binh Thai Pham;Quoc Phi Nguyen;Nhat-Duc Hoang

  188
  Citations

• An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction

  Nhat-Duc Hoang

  172
  Citations

• Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network

  Dieu Tien Bui;Viet-Ha Nhu;Nhat-Duc Hoang

  168
  Citations

• A novel fuzzy K -nearest neighbor inference model with differential evolution for spatial prediction of rainfall-induced shallow landslides in a tropical hilly area using GIS

  Dieu Tien Bui;Dieu Tien Bui;Quoc Phi Nguyen;Nhat-Duc Hoang;Harald Klempe

  156
  Citations

• Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment

  Nhat-Duc Hoang;Anh-Duc Pham

  155
  Citations

• A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data.

  Phuong-Thao Thi Ngo;Nhat-Duc Hoang;Biswajeet Pradhan;Biswajeet Pradhan;Quang Khanh Nguyen

  147
  Citations

• Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

  Viet-Ha Nhu;Nhat-Duc Hoang;Hieu Nguyen;Phuong Thao Thi Ngo

  146
  Citations

• Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony

  Nhat-Duc Hoang;Quoc-Lam Nguyen;Dieu Tien Bui

  142
  Citations

• Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study

  Nhat-Duc Hoang;Dieu Tien Bui

  133
  Citations

• Predicting Compressive Strength of High-Performance Concrete Using Metaheuristic-Optimized Least Squares Support Vector Regression

  Anh-Duc Pham;Nhat-Duc Hoang;Quang-Trung Nguyen

  129
  Citations

• Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam).

  Dieu Tien Bui;Dieu Tien Bui;Nhat-Duc Hoang;Pijush Samui

  118
  Citations

• Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model

  Nhat-Duc Hoang;Anh-Duc Pham;Quoc-Lam Nguyen;Quang-Nhat Pham

  113
  Citations

• Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach

  Duy-Thang Vu;Nhat-Duc Hoang

  110
  Citations

• A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides

  Dieu Tien Bui;Himan Shahabi;Ataollah Shirzadi;Kamran Chapi

  105
  Citations

• Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms

  Alireza Arabameri;Subodh Chandra Pal;Romulus Costache;Asish Saha

  95
  Citations

• GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method

  Dieu Tien Bui;Hung Van Le;Nhat-Duc Hoang

  91
  Citations

• Hybrid intelligence approach based on LS-SVM and Differential Evolution for construction cost index estimation: A Taiwan case study

  Min-Yuan Cheng;Nhat-Duc Hoang;Yu-Wei Wu

  84
  Citations

• A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas at high-frequency tropical typhoon area

  Dieu Tien Bui;Nhat-Duc Hoang;Tien-Dat Pham;Phuong-Thao Thi Ngo

  82
  Citations