| 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 | 179 | 2017 |
| 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 | 111 | 2016 |
| 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 | 83 | 2018 |
| 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 | 73 | 2017 |
| 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 | 70 | 2020 |
| A novel integrated approach of relevance vector machine optimized by imperialist competitive algorithm for spatial modeling of shallow landslides D Tien Bui, H Shahabi, A Shirzadi, K Chapi, ND Hoang, BT Pham, QT Bui, ... Remote Sensing 10 (10), 1538, 2018 | 64 | 2018 |
| Hybrid intelligence approach based on LS-SVM and differential evolution for construction cost index estimation: a Taiwan case study MY Cheng, ND Hoang, YW Wu Automation in Construction 35, 306-313, 2013 | 61 | 2013 |
| 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 | 60 | 2018 |
| Groutability estimation of grouting processes with cement grouts using differential flower pollination optimized support vector machine ND Hoang, DT Bui, KW Liao Applied Soft Computing 45, 173-186, 2016 | 57 | 2016 |
| 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, 2018 | 52 | 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 | 51 | 2016 |
| 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 | 48 | 2016 |
| A novel method for asphalt pavement crack classification based on image processing and machine learning ND Hoang, QL Nguyen Engineering with Computers 35 (2), 487-498, 2019 | 47 | 2019 |
| A novel relevance vector machine classifier with cuckoo search optimization for spatial prediction of landslides ND Hoang, D Tien Bui Journal of Computing in Civil Engineering 30 (5), 04016001, 2016 | 46 | 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 | 44 | 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 | 40 | 2018 |
| 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 | 40 | 2018 |
| 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, 2018 | 39 | 2018 |
| A novel time-depended evolutionary fuzzy SVM inference model for estimating construction project at completion MY Cheng, ND Hoang, AFV Roy, YW Wu Engineering Applications of Artificial Intelligence 25 (4), 744-752, 2012 | 39 | 2012 |
| Interval estimation of construction cost at completion using least squares support vector machine MY Cheng, ND Hoang Journal of Civil Engineering and Management 20 (2), 223-236, 2014 | 36 | 2014 |
Min-Yuan ChengDistinguished Prof., Depart. of Civil & Construction Eng., Nat'l Taiwan University of Sci & Tech.Verified email at mail.ntust.edu.tw
