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 | 186 | 2020 |
U-Net convolutional networks for mining land cover classification based on high-resolution UAV imagery TL Giang, KB Dang, QT Le, VG Nguyen, SS Tong, VM Pham Ieee Access 8, 186257-186273, 2020 | 65 | 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 | 58 | 2020 |
Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification QT Bui, VM Pham, QH Nguyen, LX Nguyen, HM Pham International Journal of Remote Sensing 40 (13), 5078-5093, 2019 | 49 | 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, 1-15, 2018 | 43 | 2018 |
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 | 38 | 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 | 38 | 2020 |
Quantitative assessment of urbanization and impacts in the complex of Huế Monuments, Vietnam VM Pham, S Van Nghiem, QT Bui, TM Pham, C Van Pham Applied geography 112, 102096, 2019 | 31 | 2019 |
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, VM Pham, NTT Hang, QH Nguyen, NX Linh, PM Hai, TA Tuan, ... International Journal of Digital Earth, 1-15, 2018 | 27 | 2018 |
Mangrove forest classification and aboveground biomass estimation using an atom search algorithm and adaptive neuro-fuzzy inference system MH Pham, TH Do, VM Pham, QT Bui Plos one 15 (5), e0233110, 2020 | 26 | 2020 |
Urbanization impact on landscape patterns in cultural heritage preservation sites: a case study of the complex of Huế Monuments, Vietnam VM Pham, S Van Nghiem, C Van Pham, MPT Luu, QT Bui Landscape Ecology 36, 1235-1260, 2021 | 24 | 2021 |
Integrating Sentinel-1A SAR data and GIS to estimate aboveground biomass and carbon accumulation for tropical forest types in Thuan Chau district, Vietnam VM Pham, TM Pham, QVV Du, QT Bui, A Van Tran, HM Pham, TN Nguyen Remote Sensing Applications: Society and Environment 14, 148-157, 2019 | 22 | 2019 |
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, 2020 | 18 | 2020 |
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, 1-12, 2019 | 14 | 2019 |
Comparison of various image fusion methods for impervious surface classification from VNREDSat-1 HV Luu, VM Pham, CD Man, HQ Bui, TTN Nguyen arXiv preprint arXiv:1803.02326, 2018 | 8 | 2018 |
Assessing surface water pollution in Hanoi, Vietnam, using remote sensing and machine learning algorithms TN Do, DMT Nguyen, J Ghimire, KC Vu, LP Do Dang, SL Pham, VM Pham Environmental Science and Pollution Research 30 (34), 82230-82247, 2023 | 6 | 2023 |
Studying Urban Expansion and Landscape Surrounding Monuments for Conservation the World Cultural Heritage in Hue City—View from GIS and Remote Sensing TD Dinh, VM Pham AUC 2019: Proceedings of the 15th International Asian Urbanization …, 2021 | 4 | 2021 |
Application of Deep Learning Algorithm to Build an Automated Cloud Segmentation Model Based on Open Data Cube Framework VD Pham, QT Bui, QH Nguyen, HA Vo, VM Pham VNU Journal of Science: Earth and Environmental Sciences 36 (4), 2020 | 3 | 2020 |
Building a travel advisory system using WebGIS technology for tourism development in Quang Binh, Vietnam QH Nguyen, VM Pham, XL Nguyen, VD Pham, QT Bui Vnu Journal of Science: Earth and Environmental Sciences 35 (3), 2019 | 3 | 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 | 2 | 2024 |