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International Journal of Digital Earth Volume 12, 2019 - Issue 10: Remote Sensing of Land Use/Cover Changes in South and Southeast Asian Countries
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Articles

Hybrid model to optimize object-based land cover classification by meta-heuristic algorithm: an example for supporting urban management in Ha Noi, Viet Nam

Quang-Thanh BuiCenter for Applied Research in Remote sensing and GIS (CARGIS), VNU University of Science, Ha Noi, Viet NamCorrespondence[email protected] [email protected]
ORCID Iconhttps://orcid.org/0000-0002-5059-9731View further author information
ORCID Icon,
Manh Pham VanCenter for Applied Research in Remote sensing and GIS (CARGIS), VNU University of Science, Ha Noi, Viet NamView further author information
,
Nguyen Thi Thuy HangVNU University of Science, Ha Noi, Viet NamView further author information
,
Quoc-Huy NguyenCenter for Applied Research in Remote sensing and GIS (CARGIS), VNU University of Science, Ha Noi, Viet NamView further author information
,
Nguyen Xuan LinhCenter for Applied Research in Remote sensing and GIS (CARGIS), VNU University of Science, Ha Noi, Viet NamView further author information
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Pham Minh HaiVietnam Institute of Geodesy and Cartography, Ha Noi, Viet NamView further author information
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Tran Anh TuanMinistry of Education and Training, Ha Noi, Viet NamView further author information
&
Pham Van CuVNU University of Science, Ha Noi, Viet NamView further author information
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Pages 1118-1132 | Received 08 Mar 2018, Accepted 25 Oct 2018, Published online: 31 Oct 2018

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Huu-Duy Nguyen, Vu-Dong Pham, Quoc-Huy Nguyen, Van-Manh Pham, Minh Hai Pham, Van Manh Vu & Quang-Thanh Bui. (2020) An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application. Remote Sensing Letters 11:4, pages 353-362.
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Krishna Vadrevu, Andreas Heinimann, Garik Gutman & Chris Justice. (2019) Remote sensing of land use/cover changes in South and Southeast Asian Countries. International Journal of Digital Earth 12:10, pages 1099-1102.
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Quang-Thanh Bui, Manh Van Pham, Quoc-Huy Nguyen, Linh Xuan Nguyen & Hai Minh Pham. (2019) Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification. International Journal of Remote Sensing 40:13, pages 5078-5093.
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Quang-Thanh Bui, Quoc-Huy Nguyen, Van Manh Pham, Vu Dong Pham, Mai Hoang Tran, Trang T.H. Tran, Huu Duy Nguyen, Xuan Linh Nguyen & Hai Minh Pham. (2019) A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering. Canadian Journal of Remote Sensing 45:1, pages 42-53.
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Articles from other publishers (15)

Rui Wu, Zeye Huang, Zongming Zhou, R. Gayathri & R. Premalatha. (2021) Feature recognition of student using heuristic political effective evaluation reinforcement learning algorithm. Progress in Artificial Intelligence 12:2, pages 133-146.
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Chaoqing Huang, Chao He, Qian Wu, MinhThu Nguyen & Song Hong. (2023) Classification of the Land Cover of a Megacity in ASEAN Using Two Band Combinations and Three Machine Learning Algorithms: A Case Study in Ho Chi Minh City. Sustainability 15:8, pages 6798.
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Tuan Anh Lai, Ngoc‐Thach Nguyen & Quang‐Thanh Bui. (2023) Hyper‐parameter optimization of gradient boosters for flood susceptibility analysis. Transactions in GIS 27:1, pages 224-238.
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Quoc-Huy Nguyen, Huu-Duy Nguyen, Dinh Tan Le & Quang-Thanh Bui. (2022) Fine-Tuning LightGBM Using an Artificial Ecosystem-Based Optimizer for Forest Fire Analysis. Forest Science.
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Bin Hu. (2022) Research on the Nonlinear Random Matrix Model for Urban Information Model and Modern Urban Governance. Mathematical Problems in Engineering 2022, pages 1-11.
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Nicolás Caselli, Ricardo Soto, Broderick Crawford, Sergio Valdivia & Rodrigo Olivares. (2021) A Self-Adaptive Cuckoo Search Algorithm Using a Machine Learning Technique. Mathematics 9:16, pages 1840.
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Quang-Thanh Bui, Tien-Yin Chou, Thanh-Van Hoang, Yao-Min Fang, Ching-Yun Mu, Pi-Hui Huang, Vu-Dong Pham, Quoc-Huy Nguyen, Do Thi Ngoc Anh, Van-Manh Pham & Michael E. Meadows. (2021) Gradient Boosting Machine and Object-Based CNN for Land Cover Classification. Remote Sensing 13:14, pages 2709.
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Quoc-Huy Nguyen, Tien-Yin Chou, Mei-Ling Yeh, Thanh-Van Hoang, Huu-Duy Nguyen & Quang-Thanh Bui. (2021) Henry’s gas solubility optimization algorithm in formulating deep neural network for landslide susceptibility assessment in mountainous areas. Environmental Earth Sciences 80:11.
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Tien‐Yin Chou, Thanh‐Van Hoang, Yao‐Min Fang, Quoc‐Huy Nguyen, Tuan Anh Lai, Van‐Manh Pham, Van‐Manh Vu & Quang‐Thanh Bui. (2020) Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping. Transactions in GIS 25:2, pages 1009-1026.
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Van-Manh Pham, Son Van Nghiem, Cu Van Pham, Mai Phuong Thi Luu & Quang-Thanh Bui. (2021) Urbanization impact on landscape patterns in cultural heritage preservation sites: a case study of the complex of Huế Monuments, Vietnam. Landscape Ecology 36:4, pages 1235-1260.
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Alexandru-Ionuţ Petrişor, Walid Hamma, Huu Duy Nguyen, Giovanni Randazzo, Anselme Muzirafuti, Mari-Isabella Stan, Van Truong Tran, Roxana Aştefănoaiei, Quang-Thanh Bui, Dragoş-Florian Vintilă, Quang Hai Truong, Cristina Lixăndroiu, Diana-Doina Ţenea, Igor Sîrodoev & Ioan Ianoş. (2020) Degradation of Coastlines under the Pressure of Urbanization and Tourism: Evidence on the Change of Land Systems from Europe, Asia and Africa. Land 9:8, pages 275.
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Sergio Valdivia, Ricardo Soto, Broderick Crawford, Nicolás Caselli, Fernando Paredes, Carlos Castro & Rodrigo Olivares. (2020) Clustering-Based Binarization Methods Applied to the Crow Search Algorithm for 0/1 Combinatorial Problems. Mathematics 8:7, pages 1070.
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Minh Hai Pham, Thi Hoai Do, Van-Manh Pham & Quang-Thanh Bui. (2020) Mangrove forest classification and aboveground biomass estimation using an atom search algorithm and adaptive neuro-fuzzy inference system. PLOS ONE 15:5, pages e0233110.
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Quang-Thanh Bui, Quoc-Huy Nguyen, Xuan Linh Nguyen, Vu Dong Pham, Huu Duy Nguyen & Van-Manh Pham. (2020) Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping. Journal of Hydrology 581, pages 124379.
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Vu Dong Pham, Quoc-Huy Nguyen, Huu-Duy Nguyen, Van-Manh Pham, Van Manh Vu & Quang-Thanh Bui. (2020) Convolutional Neural Network—Optimized Moth Flame Algorithm for Shallow Landslide Susceptible Analysis. IEEE Access 8, pages 32727-32736.
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