Development of novel hybridized models for urban flood susceptibility mapping
Rahmati, Omid, Darabi, Hamid, Panahi, Mahdi, Kalantari, Zahra, Naghibi, Seyed Amir, Ferreira, Carla Sofia Santos, Kornejady, Aiding, Karimidastenaei, Zahra, Mohammadi, Farnoush, Stefanidis, Stefanos, Tien Bui, Dieu, Haghighi, Ali Torabi
Published in Scientific reports (31.07.2020)
Published in Scientific reports (31.07.2020)
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Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India
Arora, Aman, Arabameri, Alireza, Pandey, Manish, Siddiqui, Masood A., Shukla, U.K., Bui, Dieu Tien, Mishra, Varun Narayan, Bhardwaj, Anshuman
Published in The Science of the total environment (01.01.2021)
Published in The Science of the total environment (01.01.2021)
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Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
Tien Bui, Dieu, Pradhan, Biswajeet, Lofman, Owe, Revhaug, Inge, Dick, Oystein B.
Published in Catena (Giessen) (01.09.2012)
Published in Catena (Giessen) (01.09.2012)
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Novel ensembles of COPRAS multi-criteria decision-making with logistic regression, boosted regression tree, and random forest for spatial prediction of gully erosion susceptibility
Arabameri, Alireza, Yamani, Mojtaba, Pradhan, Biswajeet, Melesse, Assefa, Shirani, Kourosh, Tien Bui, Dieu
Published in The Science of the total environment (20.10.2019)
Published in The Science of the total environment (20.10.2019)
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A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)
Pham, Binh Thai, Pradhan, Biswajeet, Tien Bui, Dieu, Prakash, Indra, Dholakia, M.B.
Published in Environmental modelling & software : with environment data news (01.10.2016)
Published in Environmental modelling & software : with environment data news (01.10.2016)
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Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam)
Tien Bui, Dieu, Hoang, Nhat-Duc, Samui, Pijush
Published in Journal of environmental management (01.05.2019)
Published in Journal of environmental management (01.05.2019)
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An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm
Tran-Ngoc, H., Khatir, S., De Roeck, G., Bui-Tien, T., Abdel Wahab, M.
Published in Engineering structures (15.11.2019)
Published in Engineering structures (15.11.2019)
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Hybrid integration of Multilayer Perceptron Neural Networks and machine learning ensembles for landslide susceptibility assessment at Himalayan area (India) using GIS
Pham, Binh Thai, Tien Bui, Dieu, Prakash, Indra, Dholakia, M.B.
Published in Catena (Giessen) (01.02.2017)
Published in Catena (Giessen) (01.02.2017)
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A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
Khosravi, Khabat, Pham, Binh Thai, Chapi, Kamran, Shirzadi, Ataollah, Shahabi, Himan, Revhaug, Inge, Prakash, Indra, Tien Bui, Dieu
Published in The Science of the total environment (15.06.2018)
Published in The Science of the total environment (15.06.2018)
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Journal Article
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
Tien Bui, Dieu, Tuan, Tran Anh, Klempe, Harald, Pradhan, Biswajeet, Revhaug, Inge
Published in Landslides (01.04.2016)
Published in Landslides (01.04.2016)
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Journal Article
Bagging based Support Vector Machines for spatial prediction of landslides
Pham, Binh Thai, Tien Bui, Dieu, Prakash, Indra
Published in Environmental earth sciences (01.02.2018)
Published in Environmental earth sciences (01.02.2018)
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Journal Article
Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India
Saha, Sunil, Roy, Jagabandhu, Arabameri, Alireza, Blaschke, Thomas, Tien Bui, Dieu
Published in Sensors (Basel, Switzerland) (28.02.2020)
Published in Sensors (Basel, Switzerland) (28.02.2020)
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Journal Article
Landslide Susceptibility Evaluation and Management Using Different Machine Learning Methods in The Gallicash River Watershed, Iran
Arabameri, Alireza, Saha, Sunil, Roy, Jagabandhu, Chen, Wei, Blaschke, Thomas, Tien Bui, Dieu
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
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Journal Article
Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan
Dou, Jie, Tien Bui, Dieu, Yunus, Ali P, Jia, Kun, Song, Xuan, Revhaug, Inge, Xia, Huan, Zhu, Zhongfan
Published in PloS one (27.07.2015)
Published in PloS one (27.07.2015)
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