| Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping QT Bui, QH Nguyen, XL Nguyen, VD Pham, HD Nguyen, VM Pham Journal of Hydrology 581, 124379, 2020 | 215 | 2020 |
| Convolutional Neural Network—Optimized Moth Flame Algorithm for Shallow Landslide Susceptible Analysis VD Pham, QH Nguyen, HD Nguyen, VM Pham, QT Bui IEEE Access 8, 32727-32736, 2020 | 61 | 2020 |
| Predicting Future Urban Flood Risk Using Land Change and Hydraulic Modeling in a River Watershed in the Central Province of Vietnam HD Nguyen, D Fox, DK Dang, LT Pham, QV Viet Du, THT Nguyen, ... Remote Sensing 13 (2), 262, 2021 | 60 | 2021 |
| Mapping Forest Fire Risk and Development of Early Warning System for NW Vietnam Using AHP and MCA/GIS Methods T Van Hoang, TY Chou, YM Fang, NT Nguyen, QH Nguyen, P Xuan Canh, ... Applied Sciences 10 (12), 4348, 2020 | 60 | 2020 |
| Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification QT Bui, MV Pham, QH Nguyen, LX Nguyen, HM Pham International journal of remote sensing 40 (13), 5078-5093, 2019 | 50 | 2019 |
| Understanding spatial variations of malaria in Vietnam using remotely sensed data integrated into GIS and machine learning classifiers QT Bui, QH Nguyen, VM Pham, MH Pham, AT Tran Geocarto International 34 (12), 1300-1314, 2019 | 47 | 2019 |
| Gradient Boosting Machine and Object-Based CNN for Land Cover Classification QT Bui, TY Chou, TV Hoang, YM Fang, CY Mu, PH Huang, VD Pham, ... Remote Sensing 13 (14), 2709, 2021 | 45 | 2021 |
| An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application HD Nguyen, VD Pham, QH Nguyen, VM Pham, MH Pham, VM Vu, QT Bui Remote Sensing Letters 11 (4), 353-362, 2020 | 41 | 2020 |
| Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta TG Nguyen, NA Tran, PL Vu, QH Nguyen, HD Nguyen, QT Bui Geoderma Regional 27, e00424, 2021 | 35 | 2021 |
| A novel combination of Deep Neural Network and Manta Ray Foraging Optimization for flood susceptibility mapping in Quang Ngai province, Vietnam HD Nguyen, QH Nguyen, QVV Du, THT Nguyen, TG Nguyen, QT Bui Geocarto International 37 (25), 7531-7555, 2022 | 33 | 2022 |
| Hybrid model to optimize object-based land cover classification by meta-heuristic algorithm: an example for supporting urban management in Ha Noi, Viet Nam QT Bui, M Pham Van, NTT Hang, QH Nguyen, NX Linh, PM Hai, TA Tuan, ... International Journal of Digital Earth 12 (10), 1118-1132, 2019 | 27 | 2019 |
| Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine learning … HD Nguyen, DK Dang, QH Nguyen, QT Bui, AI Petrisor Geocarto International, 1-36, 2022 | 26 | 2022 |
| A novel hybrid approach to flood susceptibility assessment based on machine learning and land use change. Case study: a river watershed in Vietnam HD Nguyen, B Quang-Thanh, QH Nguyen, TG Nguyen, LT Pham, ... Hydrological Sciences Journal 67 (7), 1065-1083, 2022 | 24 | 2022 |
| A novel flood risk management approach based on future climate and land use change scenarios HD Nguyen, QH Nguyen, DK Dang, CP Van, QH Truong, SD Pham, ... Science of The Total Environment, 171204, 2024 | 19 | 2024 |
| Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping TY Chou, TV Hoang, YM Fang, QH Nguyen, TA Lai, VM Pham, VM Vu, ... Transactions in GIS, 2021 | 18 | 2021 |
| Deep learning to assess the effects of land use/land cover and climate change on landslide susceptibility in the Tra Khuc river basin of Vietnam QV Viet Du, HD Nguyen, VT Pham, CH Nguyen, QH Nguyen, QT Bui, ... Geocarto International, 2172218, 2023 | 15 | 2023 |
| A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering QT Bui, QH Nguyen, VM Pham, VD Pham, MH Tran, TTH Tran, ... Canadian Journal of Remote Sensing 45 (1), 42-53, 2019 | 15 | 2019 |
| Hybrid machine learning models for aboveground biomass estimations QT Bui, QT Pham, VM Pham, VT Tran, DH Nguyen, QH Nguyen, ... Ecological Informatics 79, 102421, 2024 | 14 | 2024 |
| Soil salinity prediction using hybrid machine learning and remote sensing in Ben Tre province on Vietnam’s Mekong River Delta HD Nguyen, CP Van, TG Nguyen, DK Dang, TTN Pham, QH Nguyen, ... Environmental Science and Pollution Research, 1-18, 2023 | 13 | 2023 |
| Henry’s gas solubility optimization algorithm in formulating deep neural network for landslide susceptibility assessment in mountainous areas QH Nguyen, TY Chou, ML Yeh, TV Hoang, HD Nguyen, QT Bui Environmental Earth Sciences 80 (11), 414, 2021 | 12 | 2021 |
