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Van-Manh Pham
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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
1862020
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
652020
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
582020
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
492019
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
432018
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
382021
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
382020
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
312019
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
272018
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
262020
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
242021
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
222019
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
182020
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
142019
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
82018
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
62023
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
42021
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
32020
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
32019
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
22024
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