Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
Merghadi, Abdelaziz, Yunus, Ali P., Dou, Jie, Whiteley, Jim, ThaiPham, Binh, Bui, Dieu Tien, Avtar, Ram, Abderrahmane, Boumezbeur
Published in Earth-science reviews (01.08.2020)
Published in Earth-science reviews (01.08.2020)
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Journal Article
Decadal vegetation succession from MODIS reveals the spatio-temporal evolution of post-seismic landsliding after the 2008 Wenchuan earthquake
Yunus, Ali P., Fan, Xuanmei, Tang, Xiaolu, Jie, Dou, Xu, Qiang, Huang, Runqiu
Published in Remote sensing of environment (01.01.2020)
Published in Remote sensing of environment (01.01.2020)
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Journal Article
A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
Khosravi, Khabat, Shahabi, Himan, Pham, Binh Thai, Adamowski, Jan, Shirzadi, Ataollah, Pradhan, Biswajeet, Dou, Jie, Ly, Hai-Bang, Gróf, Gyula, Ho, Huu Loc, Hong, Haoyuan, Chapi, Kamran, Prakash, Indra
Published in Journal of hydrology (Amsterdam) (01.06.2019)
Published in Journal of hydrology (Amsterdam) (01.06.2019)
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Journal Article
Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan
Dou, Jie, Yunus, Ali P., Tien Bui, Dieu, Merghadi, Abdelaziz, Sahana, Mehebub, Zhu, Zhongfan, Chen, Chi-Wen, Khosravi, Khabat, Yang, Yong, Pham, Binh Thai
Published in The Science of the total environment (20.04.2019)
Published in The Science of the total environment (20.04.2019)
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Journal Article
Coupling RBF neural network with ensemble learning techniques for landslide susceptibility mapping
Pham, Binh Thai, Nguyen-Thoi, Trung, Qi, Chongchong, Phong, Tran Van, Dou, Jie, Ho, Lanh Si, Le, Hiep Van, Prakash, Indra
Published in Catena (Giessen) (01.12.2020)
Published in Catena (Giessen) (01.12.2020)
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Journal Article
Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India
Chakrabortty, Rabin, Pal, Subodh Chandra, Sahana, Mehebub, Mondal, Ayan, Dou, Jie, Pham, Binh Thai, Yunus, Ali P.
Published in Natural hazards (Dordrecht) (01.11.2020)
Published in Natural hazards (Dordrecht) (01.11.2020)
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Journal Article
Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan
Dou, Jie, Yunus, Ali P., Bui, Dieu Tien, Merghadi, Abdelaziz, Sahana, Mehebub, Zhu, Zhongfan, Chen, Chi-Wen, Han, Zheng, Pham, Binh Thai
Published in Landslides (01.03.2020)
Published in Landslides (01.03.2020)
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Journal Article
Improved Bathymetric Mapping of Coastal and Lake Environments Using Sentinel-2 and Landsat-8 Images
Yunus, Ali P, Dou, Jie, Song, Xuan, Avtar, Ram
Published in Sensors (Basel, Switzerland) (21.06.2019)
Published in Sensors (Basel, Switzerland) (21.06.2019)
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Journal Article
Application of a Hybrid Artificial Neural Network-Particle Swarm Optimization (ANN-PSO) Model in Behavior Prediction of Channel Shear Connectors Embedded in Normal and High-Strength Concrete
Shariati, Mahdi, Mafipour, Mohammad Saeed, Mehrabi, Peyman, Bahadori, Alireza, Zandi, Yousef, Salih, Musab N A, Nguyen, Hoang, Dou, Jie, Song, Xuan, Poi-Ngian, Shek
Published in Applied sciences (16.12.2019)
Published in Applied sciences (16.12.2019)
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Journal Article
Timing of Laser Intervention on Facial Scars: A 3D Imaging and Scar Scale Analysis in a Retrospective Study
Qiang, Shuai, Fan, Xing, Yin, Yue, Xue, Ping, Dou, Wen‐Jie, Li, Tong, Yang, Qing
Published in Lasers in surgery and medicine (01.11.2024)
Published in Lasers in surgery and medicine (01.11.2024)
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Journal Article
Prediction of slope failure in open-pit mines using a novel hybrid artificial intelligence model based on decision tree and evolution algorithm
Bui, Xuan-Nam, Nguyen, Hoang, Choi, Yosoon, Nguyen-Thoi, Trung, Zhou, Jian, Dou, Jie
Published in Scientific reports (18.06.2020)
Published in Scientific reports (18.06.2020)
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Journal Article
An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan
Dou, Jie, Yamagishi, Hiromitsu, Pourghasemi, Hamid Reza, Yunus, Ali P., Song, Xuan, Xu, Yueren, Zhu, Zhongfan
Published in Natural hazards (Dordrecht) (01.09.2015)
Published in Natural hazards (Dordrecht) (01.09.2015)
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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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Journal Article
An entropic model for the rock water absorption process
Zhu, Zhongfan, Dou, Jie, Wang, Hongrui
Published in Stochastic environmental research and risk assessment (01.11.2020)
Published in Stochastic environmental research and risk assessment (01.11.2020)
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Journal Article