Nhat-Duc Hoang

50 papers Journal 50
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine Learning Framework for Evaluating the Cooling Performance of Wetlands in a Tropical Coastal City.
ISPRS Int. J. Geo Inf.
Nhat-Duc Hoang
2025 J jnl
Geospatial urban heat mapping with interpretable machine learning and deep learning: a case study in Hue City, Vietnam.
Earth Sci. Informatics
Nhat-Duc Hoang, Phu Anh Huy Pham, Thanh-Canh Huynh, Minh-Tu Cao, Dieu Tien Bui
2024 J jnl
A Proof-of-Concept Study of Stability Monitoring of Implant Structure by Deep Learning of Local Vibrational Characteristics.
J. Sens. Actuator Networks
Manh-Hung Tran, Nhat-Duc Hoang, Jeong-Tae Kim, Hoang-Khanh Le, Ngoc-Loi Dang, Ngoc-Tuong-Vy Phan, Duc-Duy Ho, Thanh-Canh Huynh
2024 J jnl
Predicting tensile strength of steel fiber-reinforced concrete based on a novel differential evolution-optimized extreme gradient boosting machine.
Neural Comput. Appl.
Nhat-Duc Hoang
2023 J jnl
A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles.
Neural Comput. Appl.
Hieu Nguyen, Minh-Tu Cao, Xuan-Linh Tran, Thu-Hien Tran, Nhat-Duc Hoang
2022 J jnl
An advanced meta-learner based on artificial electric field algorithm optimized stacking ensemble techniques for enhancing prediction accuracy of soil shear strength.
Eng. Comput.
Minh-Tu Cao, Nhat-Duc Hoang, Viet-Ha Nhu, Dieu Tien Bui
2021 J jnl
A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas.
Ecol. Informatics
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
2021 J jnl
Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers.
Comput. Intell. Neurosci.
Nhat-Duc Hoang
2021 J jnl
Automatic recognition of concrete spall using image processing and metaheuristic optimized LogitBoost classification tree.
Adv. Eng. Softw.
Minh-Tu Cao, Ngoc-Mai Nguyen, Kuan-Tsung Chang, Xuan-Linh Tran, Nhat-Duc Hoang
2021 J jnl
Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic.
Complex.
Nhat-Duc Hoang, Thanh-Canh Huynh, Van-Duc Tran
2021 J jnl
Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach.
Soft Comput.
Minh-Tu Cao, Kuan-Tsung Chang, Ngoc-Mai Nguyen, Van-Duc Tran, Xuan-Linh Tran, Nhat-Duc Hoang
2020 J jnl
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping.
Remote. Sens.
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
2020 J jnl
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.
Viet-Ha Nhu, Nhat-Duc Hoang, Van-Binh Duong, Hong-Dang Vu, Dieu Tien Bui
2020 J jnl
Advanced soft computing techniques for predicting soil compression coefficient in engineering project: a comparative study.
Eng. Comput.
Viet-Ha Nhu, Pijush Samui, Deepak Kumar, Anshuman Singh, Nhat-Duc Hoang, Dieu Tien Bui
2020 J jnl
Estimating landslide occurrence via small watershed method with relevance vector machine.
Earth Sci. Informatics
Kuo-Wei Liao, Nhat-Duc Hoang, Shih-Chun Chang
2020 J jnl
Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model.
Neural Comput. Appl.
Nhat-Duc Hoang, Xuan-Linh Tran, Hieu Nguyen
2020 J jnl
Prediction of interface yield stress and plastic viscosity of fresh concrete using a hybrid machine learning approach.
Adv. Eng. Informatics
The-Duong Nguyen, Thu-Hien Tran, Nhat-Duc Hoang
2019 J jnl
A novel method for asphalt pavement crack classification based on image processing and machine learning.
Eng. Comput.
Nhat-Duc Hoang, Quoc-Lam Nguyen
2019 J jnl
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.
Dieu Tien Bui, Nhat-Duc Hoang, Viet-Ha Nhu
2019 J jnl
Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis.
Complex.
Nhat-Duc Hoang, Quoc-Lam Nguyen, Xuan-Linh Tran
2019 J jnl
Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2019 J jnl
Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach.
Comput. Intell. Neurosci.
Nhat-Duc Hoang, Van-Duc Tran
2019 J jnl
Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach.
Adv. Eng. Informatics
Nhat-Duc Hoang
2019 J jnl
Predicting algal appearance on mortar surface with ensembles of adaptive neuro fuzzy models: a comparative study of ensemble strategies.
Int. J. Mach. Learn. Cybern.
Thu-Hien Tran, Nhat-Duc Hoang
2019 J jnl
Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam.
Adv. Eng. Informatics
Dieu Tien Bui, Nhat-Duc Hoang, Hieu Nguyen, Xuan-Linh Tran
2018 J jnl
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.
Sensors
Phuong-Thao Thi Ngo, Nhat-Duc Hoang, Biswajeet Pradhan, Quang Khanh Nguyen, Xuan Truong Tran, Quang Minh Nguyen, Viet Nghia Nguyen, Pijush Samui, Dieu Tien Bui
2018 J jnl
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2018 J jnl
Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach.
Comput. Intell. Neurosci.
Nhat-Duc Hoang
2018 J jnl
Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine.
Neural Comput. Appl.
Min-Yuan Cheng, Nhat-Duc Hoang
2018 J jnl
GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method.
Ecol. Informatics
Dieu Tien Bui, Hung Van Le, Nhat-Duc Hoang
2018 J jnl
Image Processing-Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony.
J. Comput. Civ. Eng.
Nhat-Duc Hoang, Quoc-Lam Nguyen, Dieu Tien Bui
2018 J jnl
Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters.
Comput. Intell. Neurosci.
Nhat-Duc Hoang
2018 J jnl
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
Dieu Tien Bui, Viet-Ha Nhu, Nhat-Duc Hoang
2017 J jnl
An Investigation on the Dynamic Response of Cable Stayed Bridge with Consideration of Three-Axle Vehicle Braking Effects.
J. Comput. Eng.
Xuan-Toan Nguyen, Van-Duc Tran, Nhat-Duc Hoang
2017 J jnl
Modeling Punching Shear Capacity of Fiber-Reinforced Polymer Concrete Slabs: A Comparative Study of Instance-Based and Neural Network Learning.
Appl. Comput. Intell. Soft Comput.
Nhat-Duc Hoang, Duy-Thang Vu, Xuan-Linh Tran, Van-Duc Tran
2016 J jnl
A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides.
J. Comput. Civ. Eng.
Nhat-Duc Hoang, Dieu Tien Bui
2016 J jnl
A Self-Adaptive Fuzzy Inference Model Based on Least Squares SVM for Estimating Compressive Strength of Rubberized Concrete.
Int. J. Inf. Technol. Decis. Mak.
Min-Yuan Cheng, Nhat-Duc Hoang
2016 J jnl
Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine.
Appl. Soft Comput.
Nhat-Duc Hoang, Dieu Tien Bui, Kuo-Wei Liao
2016 J jnl
Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis.
Expert Syst. Appl.
Nhat-Duc Hoang, Anh-Duc Pham
2016 J jnl
Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network.
J. Comput. Civ. Eng.
Thu-Hien Tran, Nhat-Duc Hoang
2016 J jnl
Predicting Compressive Strength of High-Performance Concrete Using Metaheuristic-Optimized Least Squares Support Vector Regression.
J. Comput. Civ. Eng.
Anh-Duc Pham, Nhat-Duc Hoang, Quang-Trung Nguyen
2016 J jnl
Slope Collapse Prediction Using Bayesian Framework with K-Nearest Neighbor Density Estimation: Case Study in Taiwan.
J. Comput. Civ. Eng.
Min-Yuan Cheng, Nhat-Duc Hoang
2016 J jnl
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.
Int. J. Digit. Earth
Dieu Tien Bui, Binh Thai Pham, Quoc Phi Nguyen, Nhat-Duc Hoang
2015 J jnl
A Swarm-Optimized Fuzzy Instance-based Learning approach for predicting slope collapses in mountain roads.
Knowl. Based Syst.
Min-Yuan Cheng, Nhat-Duc Hoang
2015 J jnl
Evaluating Contractor Financial Status Using a Hybrid Fuzzy Instance Based Classifier: Case Study in the Construction Industry.
IEEE Trans. Engineering Management
Min-Yuan Cheng, Nhat-Duc Hoang
2014 J jnl
A Novel Time Series Prediction Approach Based on a Hybridization of Least Squares Support Vector Regression and Swarm Intelligence.
Appl. Comput. Intell. Soft Comput.
Nhat-Duc Hoang, Anh-Duc Pham, Minh-Tu Cao
2014 J jnl
A novel hybrid intelligent approach for contractor default status prediction.
Knowl. Based Syst.
Min-Yuan Cheng, Nhat-Duc Hoang, Lisayuri Limanto, Yu-Wei Wu
2014 J jnl
Groutability Estimation of Grouting Processes with Microfine Cements Using an Evolutionary Instance-Based Learning Approach.
J. Comput. Civ. Eng.
Min-Yuan Cheng, Nhat-Duc Hoang
2014 J jnl
Risk Score Inference for Bridge Maintenance Project Using Evolutionary Fuzzy Least Squares Support Vector Machine.
J. Comput. Civ. Eng.
Min-Yuan Cheng, Nhat-Duc Hoang
2012 J jnl
A novel time-depended evolutionary fuzzy SVM inference model for estimating construction project at completion.
Eng. Appl. Artif. Intell.
Min-Yuan Cheng, Nhat-Duc Hoang, Andreas F. von Roy, Yu-Wei Wu