| A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area DT Bui, ND Hoang, F Martínez-Álvarez, PTT Ngo, PV Hoa, TD Pham, ... Science of The Total Environment 701, 134413, 2020 | 378 | 2020 |
| Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network H Nhat-Duc, N Quoc-Lam, T Van-Duc Automation in Construction 94 (October 2018), 203-213, 2018 | 356 | 2018 |
| 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 … DT Bui, TA Tuan, ND Hoang, NQ Thanh, DB Nguyen, N Van Liem, ... Landslides 14 (2), 447–458, 2017 | 329 | 2017 |
| Detection of surface crack in building structures using image processing technique with an improved Otsu method for image thresholding ND Hoang Advances in Civil Engineering 2018 (1), 3924120, 2018 | 228 | 2018 |
| A novel method for asphalt pavement crack classification based on image processing and machine learning ND Hoang, QL Nguyen Engineering with Computers 35, 487-498, 2019 | 213 | 2019 |
| An artificial intelligence method for asphalt pavement pothole detection using least squares support vector machine and neural network with steerable filter‐based feature … ND Hoang Advances in Civil Engineering 2018 (1), 7419058, 2018 | 174 | 2018 |
| Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a … D Tien Bui, BT Pham, QP Nguyen, ND Hoang International Journal of Digital Earth 9 (11), 1077-1097, 2016 | 160 | 2016 |
| Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and multi-layer perceptron neural … DT Bui, VH Nhu, ND Hoang Advanced Engineering Informatics 38, 593-604, 2018 | 156 | 2018 |
| Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area VH Nhu, ND Hoang, H Nguyen, PTT Ngo, TT Bui, PV Hoa, P Samui, ... Catena 188, 104458, 2020 | 150 | 2020 |
| Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study NN Thach, DBT Ngo, P Xuan-Canh, N Hong-Thi, BH Thi, H Nhat-Duc, ... Ecological informatics 46, 74-85, 2018 | 147 | 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 PTT Ngo, ND Hoang, B Pradhan, QK Nguyen, XT Tran, QM Nguyen, ... Sensors 18 (11), 3704, 2018 | 144 | 2018 |
| Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis ND Hoang, AD Pham Expert Systems with Applications 46, 60-68, 2016 | 142 | 2016 |
| Image processing–based classification of asphalt pavement cracks using support vector machine optimized by artificial bee colony ND Hoang, QL Nguyen, D Tien Bui Journal of Computing in Civil Engineering 32 (5), 04018037, 2018 | 137 | 2018 |
| Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination … DT Bui, ND Hoang, P Samui Journal of environmental management 237, 476-487, 2019 | 136 | 2019 |
| Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study ND Hoang, DT Bui Bulletin of Engineering Geology and the Environment 77 (1), 191–204, 2018 | 134 | 2018 |
| Predicting compressive strength of high-performance concrete using metaheuristic-optimized least squares support vector regression AD Pham, ND Hoang, QT Nguyen Journal of Computing in Civil Engineering 30 (3), 06015002, 2016 | 133 | 2016 |
| Estimating compressive strength of high performance concrete with Gaussian process regression model ND Hoang, AD Pham, QL Nguyen, QN Pham Advances in civil engineering 2016 (1), 2861380, 2016 | 132 | 2016 |
| 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 GIS DT Bui, QP Nguyen, ND Hoang, H Klempe Landslides 14 (1), 1-17, 2017 | 122 | 2017 |
| Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach DT Vu, ND Hoang Structure and Infrastructure Engineering 12 (9), 1153-1161, 2016 | 122 | 2016 |
| GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method DT Bui, H Van Le, ND Hoang Ecological Informatics 48, 104-116, 2018 | 110 | 2018 |
Min-Yuan ChengDistinguished Prof., Depart. of Civil & Construction Eng., Nat'l Taiwan University of Sci & Tech.ยืนยันอีเมลแล้วที่ mail.ntust.edu.tw