A novel time-depended evolutionary fuzzy SVM inference model for estimating construction project at completion. - Min-Yuan Cheng; Nhat-Duc Hoang; Andreas F. von Roy; Yu-Wei Wu (Eng. Appl. Artif. Intell., 2012)

A Novel Time Series Prediction Approach Based on a Hybridization of Least Squares Support Vector Regression and Swarm Intelligence. - Nhat-Duc Hoang; Anh-Duc Pham; Minh-Tu Cao (Appl. Comput. Intell. Soft Comput., 2014)

Risk Score Inference for Bridge Maintenance Project Using Evolutionary Fuzzy Least Squares Support Vector Machine. - Min-Yuan Cheng; Nhat-Duc Hoang (J. Comput. Civ. Eng., 2014)

Groutability Estimation of Grouting Processes with Microfine Cements Using an Evolutionary Instance-Based Learning Approach. - Min-Yuan Cheng; Nhat-Duc Hoang (J. Comput. Civ. Eng., 2014)

A novel hybrid intelligent approach for contractor default status prediction. - Min-Yuan Cheng; Nhat-Duc Hoang; Lisayuri Limanto; Yu-Wei Wu (Knowl. Based Syst., 2014)

A Swarm-Optimized Fuzzy Instance-based Learning approach for predicting slope collapses in mountain roads. - Min-Yuan Cheng; Nhat-Duc Hoang (Knowl. Based Syst., 2015)

Evaluating Contractor Financial Status Using a Hybrid Fuzzy Instance Based Classifier: Case Study in the Construction Industry. - Min-Yuan Cheng; Nhat-Duc Hoang (IEEE Trans. Engineering Management, 2015)

Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine. - Nhat-Duc Hoang; Dieu Tien Bui; Kuo-Wei Liao (Appl. Soft Comput., 2016)

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 (Int. J. Digit. Earth, 2016)

Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis. - Nhat-Duc Hoang; Anh-Duc Pham (Expert Syst. Appl., 2016)

A Self-Adaptive Fuzzy Inference Model Based on Least Squares SVM for Estimating Compressive Strength of Rubberized Concrete. - Min-Yuan Cheng; Nhat-Duc Hoang (Int. J. Inf. Technol. Decis. Mak., 2016)

Slope Collapse Prediction Using Bayesian Framework with K-Nearest Neighbor Density Estimation: Case Study in Taiwan. - Min-Yuan Cheng; Nhat-Duc Hoang (J. Comput. Civ. Eng., 2016)

A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides. - Nhat-Duc Hoang; Dieu Tien Bui (J. Comput. Civ. Eng., 2016)

Predicting Compressive Strength of High-Performance Concrete Using Metaheuristic-Optimized Least Squares Support Vector Regression. - Anh-Duc Pham; Nhat-Duc Hoang; Quang-Trung Nguyen (J. Comput. Civ. Eng., 2016)

Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network. - Thu-Hien Tran; Nhat-Duc Hoang (J. Comput. Civ. Eng., 2016)

Modeling Punching Shear Capacity of Fiber-Reinforced Polymer Concrete Slabs: A Comparative Study of Instance-Based and Neural Network Learning. - Nhat-Duc Hoang; Duy-Thang Vu; Xuan-Linh Tran; Van-Duc Tran (Appl. Comput. Intell. Soft Comput., 2017)

An Investigation on the Dynamic Response of Cable Stayed Bridge with Consideration of Three-Axle Vehicle Braking Effects. - Xuan-Toan Nguyen; Van-Duc Tran; Nhat-Duc Hoang (J. Comput. Eng., 2017)

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 (Adv. Eng. Informatics, 2018)

Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach. - Nhat-Duc Hoang (Comput. Intell. Neurosci., 2018)

Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters. - Nhat-Duc Hoang (Comput. Intell. Neurosci., 2018)

GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method. - Dieu Tien Bui; Hung Van Le 001; Nhat-Duc Hoang (Ecol. Informatics, 2018)

Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study. - Nguyen Ngoc Thach; Dang Bao-Toan Ngo; Pham Xuan-Canh; Nguyen Hong-Thi; Bui Hang Thi; Hoang Nhat-Duc; Dieu Tien Bui (Ecol. Informatics, 2018)

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 (J. Comput. Civ. Eng., 2018)

Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine. - Min-Yuan Cheng; Nhat-Duc Hoang (Neural Comput. Appl., 2018)

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; Nhat-Duc Hoang; Binh Thai Pham; Quang-Thanh Bui; Chuyen-Trung Tran; Mahdi Panahi; Baharin Bin Ahmad; Saro Lee (Remote. Sens., 2018)

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; Quang Khanh Nguyen; Xuan Truong Tran; Quang Minh Nguyen; Viet Nghia Nguyen; Pijush Samui; Dieu Tien Bui (Sensors, 2018)

Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam. - Dieu Tien Bui; Nhat-Duc Hoang; Hieu Nguyen 003; Xuan-Linh Tran (Adv. Eng. Informatics, 2019)

Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach. - Nhat-Duc Hoang (Adv. Eng. Informatics, 2019)

Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach. - Nhat-Duc Hoang; Van-Duc Tran (Comput. Intell. Neurosci., 2019)

Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis. - Nhat-Duc Hoang; Quoc-Lam Nguyen; Xuan-Linh Tran (Complex., 2019)

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). - Dieu Tien Bui; Nhat-Duc Hoang; Viet-Ha Nhu (Eng. Comput., 2019)

A novel method for asphalt pavement crack classification based on image processing and machine learning. - Nhat-Duc Hoang; Quoc-Lam Nguyen (Eng. Comput., 2019)

Predicting algal appearance on mortar surface with ensembles of adaptive neuro fuzzy models: a comparative study of ensemble strategies. - Thu-Hien Tran; Nhat-Duc Hoang (Int. J. Mach. Learn. Cybern., 2019)

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. - 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 (Remote. Sens., 2019)

Prediction of interface yield stress and plastic viscosity of fresh concrete using a hybrid machine learning approach. - The-Duong Nguyen; Thu-Hien Tran; Nhat-Duc Hoang (Adv. Eng. Informatics, 2020)

Estimating landslide occurrence via small watershed method with relevance vector machine. - Kuo-Wei Liao; Nhat-Duc Hoang; Shih-Chun Chang (Earth Sci. Informatics, 2020)

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). - Viet-Ha Nhu; Nhat-Duc Hoang; Van-Binh Duong; Hong-Dang Vu; Dieu Tien Bui (Eng. Comput., 2020)

Advanced soft computing techniques for predicting soil compression coefficient in engineering project: a comparative study. - Viet-Ha Nhu; Pijush Samui; Deepak Kumar 009; Anshuman Singh; Nhat-Duc Hoang; Dieu Tien Bui (Eng. Comput., 2020)

Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model. - Nhat-Duc Hoang; Xuan-Linh Tran; Hieu Nguyen 003 (Neural Comput. Appl., 2020)

A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping. - Viet-Ha Nhu; Phuong-Thao Thi Ngo; Tien Dat Pham 001; Jie Dou; Xuan Song 001; Nhat-Duc Hoang; An Dang Tran; Phan Cao Duong; Ibrahim Berkan Aydilek; Mahdis Amiri; Romulus Costache; Pham Viet Hoa; et al. (Remote. Sens., 2020)

Automatic recognition of concrete spall using image processing and metaheuristic optimized LogitBoost classification tree. - Minh-Tu Cao; Ngoc-Mai Nguyen; Kuan-Tsung Chang; Xuan-Linh Tran; Nhat-Duc Hoang (Adv. Eng. Softw., 2021)

Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers. - Nhat-Duc Hoang (Comput. Intell. Neurosci., 2021)

Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic. - Nhat-Duc Hoang; Thanh-Canh Huynh; Van-Duc Tran (Complex., 2021)

A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas. - Hung Van Le 001; 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 (Ecol. Informatics, 2021)

A success history-based adaptive differential evolution optimized support vector regression for estimating plastic viscosity of fresh concrete. - The-Duong Nguyen; Thu-Hien Tran; Hieu Nguyen 003; Hoang Nhat-Duc (Eng. Comput., 2021)

Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach. - Minh-Tu Cao; Kuan-Tsung Chang; Ngoc-Mai Nguyen; Van-Duc Tran; Xuan-Linh Tran; Nhat-Duc Hoang (Soft Comput., 2021)

An advanced meta-learner based on artificial electric field algorithm optimized stacking ensemble techniques for enhancing prediction accuracy of soil shear strength. - Minh-Tu Cao; Nhat-Duc Hoang; Viet-Ha Nhu; Dieu Tien Bui (Eng. Comput., 2022)

A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles. - Hieu Nguyen 003; Minh-Tu Cao; Xuan-Linh Tran; Thu-Hien Tran; Nhat-Duc Hoang (Neural Comput. Appl., 2023)

A Proof-of-Concept Study of Stability Monitoring of Implant Structure by Deep Learning of Local Vibrational Characteristics. - 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 (J. Sens. Actuator Networks, 2024)

Predicting tensile strength of steel fiber-reinforced concrete based on a novel differential evolution-optimized extreme gradient boosting machine. - Nhat-Duc Hoang (Neural Comput. Appl., 2024)

Geospatial urban heat mapping with interpretable machine learning and deep learning: a case study in Hue City, Vietnam. - Nhat-Duc Hoang; Phu Anh Huy Pham; Thanh-Canh Huynh; Minh-Tu Cao; Dieu Tien Bui (Earth Sci. Informatics, 2025)