Nhat‐Duc Hoang

Researcher Profile 6/10

Duy Tan University · Water Resources Engineering

164 publications · 8,014 citations · h-index 50

Information

🏛️Affiliation: Duy Tan University
🔬Field: Water Resources Engineering
🆔ORCID: 0000-0001-9450-4637
✍️Profile incomplete — add information

An h-index of 50 places this researcher in Water Resources Engineering, within the top 5% of 117 profiles in this field in our directory.

Featured publications

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area399 citations
The Science of The Total Environment · 2019 · DOI

Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network365 citations
Automation in Construction · 2018 · DOI

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 optimization278 citations
Landslides · 2016 · DOI

A novel method for asphalt pavement crack classification based on image processing and machine learning218 citations
Engineering With Computers · 2018 · DOI

Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding206 citations
Advances in Civil Engineering · 2018 · DOI

An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter‐Based Feature Extraction174 citations
Advances in Civil Engineering · 2018 · DOI

Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study171 citations
Ecological Informatics · 2018 · DOI

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 GIS169 citations
Landslides · 2016 · DOI

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area158 citations
CATENA · 2020 · DOI

Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network155 citations
Advanced Engineering Informatics · 2018 · DOI

About the field of Water Resources Engineering

117researchers 1,373publications 23,682citations 3.8average h-index

Common research topics in this field:

Flood Risk Assessment and ManagementLandslides and related hazardsDam Engineering and SafetyCryospheric studies and observationsWater Resources and SustainabilityFire effects on ecosystems

Institutions with the most researchers in this field: