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ORCIDNhat-Duc Hoang
Person information
- affiliation: Duy Tan University, Faculty of Civil Engineering, Danang, Vietnam
- affiliation (PhD 2013): National Taiwan University of Science and Technology, Taipei, Taiwan
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2020 – today
- 2023
[j48]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): 3825-3852 (2023)- 2022
- [j47]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): 2185-2207 (2022) - 2021
- [j46]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: 103031 (2021) - [j45]Nhat-Duc Hoang:
Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers. Comput. Intell. Neurosci. 2021: 8820116:1-8820116:17 (2021) - [j44]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: 3511375:1-3511375:17 (2021) - [j43]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: 101300 (2021) - [j42]The-Duong Nguyen, Thu-Hien Tran, Hieu Nguyen, Hoang Nhat-Duc:
A success history-based adaptive differential evolution optimized support vector regression for estimating plastic viscosity of fresh concrete. Eng. Comput. 37(2): 1485-1498 (2021) - [j41]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): 12839-12855 (2021) - 2020
- [j40]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: 101057 (2020) - [j39]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): 249-260 (2020) - [j38]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): 603-616 (2020) - [j37]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): 1405-1416 (2020) - [j36]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): 7289-7309 (2020) - [j35]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): 2688 (2020)
2010 – 2019
- 2019
- [j34]Nhat-Duc Hoang:
Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach. Adv. Eng. Informatics 40: 110-120 (2019) - [j33]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) - [j32]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: 8097213:1-8097213:13 (2019) - [j31]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: 5910625:1-5910625:14 (2019) - [j30]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): 487-498 (2019) - [j29]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): 955-965 (2019) - [j28]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): 1687-1704 (2019) - [j27]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:
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. 2018, 10, 1538. Remote. Sens. 11(1): 57 (2019) - 2018
- [j26]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: 593-604 (2018) - [j25]Nhat-Duc Hoang:
Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach. Comput. Intell. Neurosci. 2018: 1312787:1-1312787:16 (2018) - [j24]Nhat-Duc Hoang:
Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters. Comput. Intell. Neurosci. 2018: 7913952:1-7913952:18 (2018) - [j23]Nguyen Ngoc Thach, Dang Bao-Toan Ngo, Pham Xuan-Canh, Nguyen Hong-Thi, Bui Hang Thi, Hoang Nhat-Duc, Dieu Tien Bui:
Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study. Ecol. Informatics 46: 74-85 (2018) - [j22]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: 104-116 (2018) - [j21]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) - [j20]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): 2489-2497 (2018) - [j19]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): 1538 (2018) - [j18]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): 3704 (2018) - 2017
- [j17]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: 9897078:1-9897078:11 (2017) - [j16]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: 4584657:1-4584657:13 (2017) - 2016
- [j15]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: 173-186 (2016) - [j14]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): 1077-1097 (2016) - [j13]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: 60-68 (2016) - [j12]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): 603-620 (2016) - [j11]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) - [j10]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) - [j9]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) - [j8]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) - 2015
- [j7]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: 256-263 (2015) - [j6]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): 184-192 (2015) - 2014
- [j5]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: 754809:1-754809:8 (2014) - [j4]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) - [j3]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) - [j2]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: 314-321 (2014) - 2012
- [j1]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): 744-752 (2012)
Coauthor Index
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