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Bagging-based machine learning algorithms for landslide susceptibility modeling 期刊论文
Natural Hazards, 2021
作者:  Zhang T.;  Fu Q.;  Wang H.;  Liu F.;  Wang H.;  Han L.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Bagging  Best-first decision tree  Classification and regression tree  Functional tree  Landslide susceptibility  Support vector machine  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：32/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
Prediction of potential seismic damage using classification and regression trees: a case study on earthquake damage databases from Turkey 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 3
作者:  Yerlikaya-Özkurt F.;  Askan A.
收藏  |  浏览/下载：23/0  |  提交时间：2021/09/01
Classification and regression tree  Damage prediction  Earthquakes  Seismic damage