Optimizing landslide susceptibility mapping using integrated forest by penalizing attributes model with ensemble algorithms.

Ioanna Ilia

Wei Chen Chao Wang Xia Zhao Li Bai Qingfeng He Xi Chen Qifei Zhao Ruixin Zhao Tao Li Paraskevas Tsangaratos Ioanna Ilia Optimizing landslide susceptibility mapping using integrated forest by penalizing attributes model with ensemble algorithms. 225 2025 February 18 Earth Sci. Informatics 2 https://doi.org/10.1007/s12145-025-01727-x db/journals/esi/esi18.html#ChenWZBHCZZLTI25 streams/journals/esi

Wei Chen Chao Guo Fanghao Lin Ruixin Zhao Tao Li Paraskevas Tsangaratos Ioanna Ilia Exploring advanced machine learning techniques for landslide susceptibility mapping in Yanchuan County, China. 5385-5402 2024 December 17 Earth Sci. Informatics 6 https://doi.org/10.1007/s12145-024-01455-8 db/journals/esi/esi17.html#ChenGLZLTI24 streams/journals/esi

Paraskevas Tsangaratos Ioanna Ilia Aikaterini-Alexandra Chrysafi Ioannis Matiatos Wei Chen 0051 Haoyuan Hong Applying a 1D Convolutional Neural Network in Flood Susceptibility Assessments - The Case of the Island of Euboea, Greece. 3471 2023 July 15 Remote. Sens. 14 https://doi.org/10.3390/rs15143471 https://www.wikidata.org/entity/Q126172530 db/journals/remotesensing/remotesensing15.html#TsangaratosICMCH23

Hui Shang Lixiang Su Wei Chen Paraskevas Tsangaratos Ioanna Ilia Sihang Liu 0006 Shaobo Cui 0005 Zhao Duan Spatial Prediction of Landslide Susceptibility Using Logistic Regression (LR), Functional Trees (FTs), and Random Subspace Functional Trees (RSFTs) for Pengyang County, China. 4952 2023 October 15 Remote. Sens. 20 https://doi.org/10.3390/rs15204952 db/journals/remotesensing/remotesensing15.html#ShangSCTILCD23

Wei Chen 0051 Yunzhi Chen Paraskevas Tsangaratos Ioanna Ilia Xiaojing Wang Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments. 3854 2020 12 Remote. Sens. 23 https://doi.org/10.3390/rs12233854 db/journals/remotesensing/remotesensing12.html#ChenCTIW20

Li Bai Wei Chen Wei Chen 0051 Xi Chen Yunzhi Chen Aikaterini-Alexandra Chrysafi Shaobo Cui 0005 Zhao Duan Chao Guo Qingfeng He Haoyuan Hong Tao Li Fanghao Lin Sihang Liu 0006 Ioannis Matiatos Hui Shang Lixiang Su Paraskevas Tsangaratos Chao Wang Xiaojing Wang Qifei Zhao Ruixin Zhao Xia Zhao