Nhat-Duc Hoang

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 39

Top Topics

Image Processing

Laplacian Pyramid

Machine Learning

Top Venues

J. Comput. Civ. Eng.

Comput. Intell. Neurosci.

Adv. Eng. Informatics

Publications

Hieu Nguyen, Minh-Tu Cao, Xuan-Linh Tran, Thu-Hien Tran, Nhat-Duc Hoang
A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles. Neural Comput. Appl. 35 (5) (2023)
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)
Nhat-Duc Hoang
Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers. Comput. Intell. Neurosci. 2021 (2021)
Minh-Tu Cao, Ngoc-Mai Nguyen, Kuan-Tsung Chang, Xuan-Linh Tran, Nhat-Duc Hoang
Automatic recognition of concrete spall using image processing and metaheuristic optimized LogitBoost classification tree. Adv. Eng. Softw. 159 (2021)
Nhat-Duc Hoang, Thanh-Canh Huynh, Van-Duc Tran
Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic. Complex. 2021 (2021)
Minh-Tu Cao, Kuan-Tsung Chang, Ngoc-Mai Nguyen, Van-Duc Tran, Xuan-Linh Tran, Nhat-Duc Hoang
Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach. Soft Comput. 25 (20) (2021)
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)
The-Duong Nguyen, Thu-Hien Tran, Nhat-Duc Hoang
Prediction of interface yield stress and plastic viscosity of fresh concrete using a hybrid machine learning approach. Adv. Eng. Informatics 44 (2020)
Kuo-Wei Liao, Nhat-Duc Hoang, Shih-Chun Chang
Estimating landslide occurrence via small watershed method with relevance vector machine. Earth Sci. Informatics 13 (2) (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)
Nhat-Duc Hoang, Xuan-Linh Tran, Hieu Nguyen
Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model. Neural Comput. Appl. 32 (11) (2020)
Thu-Hien Tran, Nhat-Duc Hoang
Predicting algal appearance on mortar surface with ensembles of adaptive neuro fuzzy models: a comparative study of ensemble strategies. Int. J. Mach. Learn. Cybern. 10 (7) (2019)
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
, 1538. Remote. Sens. 11 (1) (2019)
Nhat-Duc Hoang, Quoc-Lam Nguyen, Xuan-Linh Tran
Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis. Complex. 2019 (2019)
Nhat-Duc Hoang, Quoc-Lam Nguyen
A novel method for asphalt pavement crack classification based on image processing and machine learning. Eng. Comput. 35 (2) (2019)
Nhat-Duc Hoang, Van-Duc Tran
Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach. Comput. Intell. Neurosci. 2019 (2019)
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)
Nhat-Duc Hoang
Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach. Adv. Eng. Informatics 40 (2019)
Dieu Tien Bui, Nhat-Duc Hoang, Hieu Nguyen, Xuan-Linh Tran
Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam. Adv. Eng. Informatics 42 (2019)
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
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote. Sens. 10 (10) (2018)
Min-Yuan Cheng, Nhat-Duc Hoang
Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine. Neural Comput. Appl. 30 (8) (2018)
Nhat-Duc Hoang
Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach. Comput. Intell. Neurosci. 2018 (2018)
Nhat-Duc Hoang, Quoc-Lam Nguyen, Dieu Tien Bui
Image Processing-Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony. J. Comput. Civ. Eng. 32 (5) (2018)
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)
Nhat-Duc Hoang
Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters. Comput. Intell. Neurosci. 2018 (2018)
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
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 18 (11) (2018)
Dieu Tien Bui, Hung Van Le, Nhat-Duc Hoang
GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method. Ecol. Informatics 48 (2018)
Xuan-Toan Nguyen, Van-Duc Tran, Nhat-Duc Hoang
An Investigation on the Dynamic Response of Cable Stayed Bridge with Consideration of Three-Axle Vehicle Braking Effects. J. Comput. Eng. 2017 (2017)
Nhat-Duc Hoang, Duy-Thang Vu, Xuan-Linh Tran, Van-Duc Tran
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. 2017 (2017)
Min-Yuan Cheng, Nhat-Duc Hoang
Slope Collapse Prediction Using Bayesian Framework with K-Nearest Neighbor Density Estimation: Case Study in Taiwan. J. Comput. Civ. Eng. 30 (1) (2016)
Min-Yuan Cheng, Nhat-Duc Hoang
A Self-Adaptive Fuzzy Inference Model Based on Least Squares SVM for Estimating Compressive Strength of Rubberized Concrete. Int. J. Inf. Technol. Decis. Mak. 15 (3) (2016)
Thu-Hien Tran, Nhat-Duc Hoang
Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network. J. Comput. Civ. Eng. 30 (6) (2016)
Nhat-Duc Hoang, Dieu Tien Bui
A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides. J. Comput. Civ. Eng. 30 (5) (2016)
Dieu Tien Bui, Binh Thai Pham, Quoc Phi Nguyen, Nhat-Duc Hoang
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 9 (11) (2016)
Anh-Duc Pham, Nhat-Duc Hoang, Quang-Trung Nguyen
Predicting Compressive Strength of High-Performance Concrete Using Metaheuristic-Optimized Least Squares Support Vector Regression. J. Comput. Civ. Eng. 30 (3) (2016)
Nhat-Duc Hoang, Dieu Tien Bui, Kuo-Wei Liao
Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine. Appl. Soft Comput. 45 (2016)
Nhat-Duc Hoang, Anh-Duc Pham
Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis. Expert Syst. Appl. 46 (2016)
Min-Yuan Cheng, Nhat-Duc Hoang
A Swarm-Optimized Fuzzy Instance-based Learning approach for predicting slope collapses in mountain roads. Knowl. Based Syst. 76 (2015)
Min-Yuan Cheng, Nhat-Duc Hoang
Evaluating Contractor Financial Status Using a Hybrid Fuzzy Instance Based Classifier: Case Study in the Construction Industry. IEEE Trans. Engineering Management 62 (2) (2015)
Min-Yuan Cheng, Nhat-Duc Hoang
Risk Score Inference for Bridge Maintenance Project Using Evolutionary Fuzzy Least Squares Support Vector Machine. J. Comput. Civ. Eng. 28 (3) (2014)
Min-Yuan Cheng, Nhat-Duc Hoang
Groutability Estimation of Grouting Processes with Microfine Cements Using an Evolutionary Instance-Based Learning Approach. J. Comput. Civ. Eng. 28 (4) (2014)
Min-Yuan Cheng, Nhat-Duc Hoang, Lisayuri Limanto, Yu-Wei Wu
A novel hybrid intelligent approach for contractor default status prediction. Knowl. Based Syst. 71 (2014)
Nhat-Duc Hoang, Anh-Duc Pham, Minh-Tu Cao
A Novel Time Series Prediction Approach Based on a Hybridization of Least Squares Support Vector Regression and Swarm Intelligence. Appl. Comput. Intell. Soft Comput. 2014 (2014)
Min-Yuan Cheng, Nhat-Duc Hoang, Andreas F. von Roy, Yu-Wei Wu
A novel time-depended evolutionary fuzzy SVM inference model for estimating construction project at completion. Eng. Appl. Artif. Intell. 25 (4) (2012)