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| An evaluation of various data pre-processing techniques with machine learning models for water level prediction 期刊论文
Natural Hazards, 2021
作者: Tiu E.S.K.; Huang Y.F.; Ng J.L.; AlDahoul N.; Ahmed A.N.; Elshafie A.
  收藏 | 浏览/下载：43/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting River water level prediction Support vector regression Variational Mode Decomposition |
| Performance evaluation of ensemble learning techniques for landslide susceptibility mapping at the Jinping county, Southwest China 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者: Hu X.; Mei H.; Zhang H.; Li Y.; Li M.
收藏 | 浏览/下载：30/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting Decision tree Landslides Stacking |
| Air quality impacts of new public transport provision: A causal analysis of the Jubilee Line Extension in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Ma L.; Graham D.J.; Stettler M.E.J.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Air quality Causal analysis Change point detection Gradient boosting decision trees Public transport Regression discontinuity design |
| Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 255
作者: Cheng B.; Ma Y.; Feng F.; Zhang Y.; Shen J.; Wang H.; Guo Y.; Cheng Y.
收藏 | 浏览/下载：29/0 | 提交时间：2022/01/18
Air pollution Generalized additive model Gradient boosting machine Meteorological factors PM2.5 |
| Multiscale groundwater level forecasting: Coupling new machine learning approaches with wavelet transforms 期刊论文
, 2020, 卷号: 141
作者: Rahman A.T.M.S.; Hosono T.; Quilty J.M.; Das J.; Basak A.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Decision trees Forecasting Groundwater Irrigation Machine learning Neural networks Water quality Water supply Gradient boosting Groundwater level forecasting Irrigation scheduling Key Issues Land development Land subsidence Machine learning approaches Real-world scenario Wavelet transforms forecasting method groundwater machine learning transform water level water quality wavelet analysis Japan Kumamoto Kyushu |
| A machine learning approach capturing the effects of driving behaviour and driver characteristics on trip-level emissions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者: Xu J.; Saleh M.; Hatzopoulou M.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Driver experience Eco-score Emission factor Gradient boosting SHAP Vehicle emissions |
| 面向海运船舶大气污染物排放清单的广域船舶轨迹研究 项目
项目编号: 41505001, 资助机构: CN-NSFC, 2016-2018
负责人: 王直欢
收藏 | 浏览/下载：26/0 | 提交时间：2019/04/30
台风客观预报 流形学习 数据挖掘 Boosting集成 |
