Assessing landslide susceptibility based on hybrid Best-first decision tree with ensemble learning model by Haoyuan Hong

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Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines by Haoyuan, Hong, Pradhan, Biswajeet, Chong, Xu, Dieu, Tien Bui

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Uncertainties of Collapse Susceptibility Prediction Based on Remote Sensing and GIS: Effects of Different Machine Learning Models by Wenbin Li, Yu Shi, Faming Huang, Haoyuan Hong, Guquan Song

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Potential of Ensemble Learning to Improve Tree-Based Classifiers for Landslide Susceptibility Mapping by Jiahui Song, Yi Wang, Zhice Fang, Ling Peng, Haoyuan Hong

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A novel index to evaluate discretization methods: A case study of flood susceptibility assessment based on random forest by Xianzhe Tang, Takashi Machimura, Wei Liu, Jiufeng Li, Haoyuan Hong

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Landslide Displacement Prediction Combining LSTM and SVR Algorithms: A Case Study of Shengjibao Landslide from the Three Gorges Reservoir Area by Hongwei Jiang, Yuanyao Li, Chao Zhou, Haoyuan Hong, Thomas Glade, Kunlong Yin

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GIS-based landslide susceptibility modelling: a comparative assessment of kernel logistic regression, Naïve-Bayes tree, and alternating decision tree models by Wei Chen, Xiaoshen Xie, Jianbing Peng, Jiale Wang, Zhao Duan, Haoyuan Hong

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Applying a 1D Convolutional Neural Network in Flood Susceptibility Assessments—The Case of the Island of Euboea, Greece by Paraskevas Tsangaratos, Ioanna Ilia, Aikaterini-Alexandra Chrysafi, Ioannis Matiatos, Wei Chen, Haoyuan Hong

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GIS-based spatial prediction of flood prone areas using standalone frequency ratio, logistic regression, weight of evidence and their ensemble techniques by Mahyat Shafapour Tehrany, Farzin Shabani, Mustafa Neamah Jebur, Haoyuan Hong, Wei Chen, Xiaoshen Xie

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Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China) by Haoyuan Hong, Biswajeet Pradhan, Dieu Tien Bui, Chong Xu, Ahmed M. Youssef, Wei Chen

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Uncertainties Analysis of Collapse Susceptibility Prediction Based on Remote Sensing and GIS: Influences of Different Data-Based Models and Connections between Collapses and Enviro... by Wenbin Li, Xuanmei Fan, Faming Huang, Wei Chen, Haoyuan Hong, Jinsong Huang, Zizheng Guo

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Uncertainty pattern in landslide susceptibility prediction modelling: Effects of different landslide boundaries and spatial shape expressions by Faming Huang, Jun Yan, Xuanmei Fan, Chi Yao, Jinsong Huang, Wei Chen, Haoyuan Hong

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A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, C... by Wei Chen, Ataollah Shirzadi, Himan Shahabi, Baharin Bin Ahmad, Shuai Zhang, Haoyuan Hong, Ning Zhang

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A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China by Yi Wang, Haoyuan Hong, Wei Chen, Shaojun Li, Dragan Pamučar, Ljubomir Gigović, Siniša Drobnjak, Dieu Tien Bui, Hexiang Duan

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Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia by Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Alizadeh, Wei Chen, Ayub Mohammadi, Baharin Bin Ahmad, Mahdi Panahi, Haoyuan Hong, Yingying Tian

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Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO) by Wei Chen, Haoyuan Hong, Mahdi Panahi, Himan Shahabi, Yi Wang, Ataollah Shirzadi, Saied Pirasteh, Ali Asghar Alesheikh, Khabat Khosravi, Somayeh Panahi, Fatemeh Rezaie, Shaojun Li, Abolfazl Jaafari, Dieu Tien Bui, Baharin Bin Ahmad

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Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential by Romulus Costache, Quoc Bao Pham, Ema Corodescu-Roșca, Cătălin Cîmpianu, Haoyuan Hong, Nguyen Thi Thuy Linh, Chow Ming Fai, Ali Najah Ahmed, Matej Vojtek, Siraj Muhammed Pandhiani, Gabriel Minea, Nicu Ciobotaru, Mihnea Cristian Popa, Daniel Constantin Diaconu, Binh Thai Pham

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