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 | 310 | 2020 |
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 … D Tien Bui, TA Tuan, ND Hoang, NQ Thanh, DB Nguyen, N Van Liem, ... Landslides 14, 447-458, 2017 | 298 | 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, 2018 | 189 | 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 | 179 | 2019 |
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 | 153 | 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 | 142 | 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 | 142 | 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 | 128 | 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 | 127 | 2018 |
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 | 123 | 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 | 121 | 2020 |
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, 191-204, 2018 | 114 | 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 | 112 | 2019 |
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 | 112 | 2016 |
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 | 112 | 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, 2016 | 110 | 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 … D Tien Bui, QP Nguyen, ND Hoang, H Klempe Landslides 14, 1-17, 2017 | 105 | 2017 |
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 | 104 | 2018 |
Estimating punching shear capacity of steel fibre reinforced concrete slabs using sequential piecewise multiple linear regression and artificial neural network ND Hoang Measurement 137, 58-70, 2019 | 97 | 2019 |
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 | 97 | 2016 |