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| Analysis of Seasonal Driving Factors and Inversion Model Optimization of Soil Moisture in the Qinghai Tibet Plateau Based on Machine Learning 期刊论文
WATER, 2023, 卷号: 15, 期号: 16
作者: Deng, Qinghai; Yang, Jingjing; Zhang, Liping; Sun, Zhenzhou; Sun, Guizong; Chen, Qiao; Dou, Fengke
  收藏 | 浏览/下载：0/0 | 提交时间：2024/03/01
Sentinel-1 semi-empirical model artificial neural networks decision tree algorithm |
| Investigating the application of artificial intelligence for earthquake prediction in Terengganu 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Marhain S.; Ahmed A.N.; Murti M.A.; Kumar P.; El-Shafie A.
收藏 | 浏览/下载：60/0 | 提交时间：2021/09/01
Artificial intelligence Boosted decision tree regression Earthquake prediction Machine learning algorithm Multivariate adaptive regression spline Pearson correlation coefficient Random forest Support vector machine Uncertainty analysis |
| Triggering factors and threshold analysis of baishuihe landslide based on the data mining methods 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 3
作者: Miao F.; Wu Y.; Li L.; Liao K.; Xue Y.
收藏 | 浏览/下载：33/0 | 提交时间：2021/09/01
Apriori algorithm Baishuihe landslide Data mining Decision tree C5.0 Three gorges reservoir Two-step clustering |
| Back-analysis for initial ground stress field at a diamond mine using machine learning approaches 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者: Pu Y.; Apel D.B.; Prusek S.; Walentek A.; Cichy T.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Feed-forward neural network Full-scale finite element model Initial ground stress field Multioutput decision tree regressor |
| Flood-prone area mapping using machine learning techniques: a case study of Quang Binh province, Vietnam 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者: Luu C.; Bui Q.D.; Costache R.; Nguyen L.T.; Nguyen T.T.; Van Phong T.; Van Le H.; Pham B.T.
收藏 | 浏览/下载：26/0 | 提交时间：2021/09/01
Alternating decision tree Flood susceptibility map J48 Logistic model tree Naïve Bayes tree Reduced-error pruning tree |
| 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：25/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting Decision tree Landslides Stacking |
| 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：26/0 | 提交时间：2021/09/01
Bagging Best-first decision tree Classification and regression tree Functional tree Landslide susceptibility Support vector machine |
| Data mining approaches to understanding the formation of secondary organic aerosol 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 252
作者: Olson D.A.; Offenberg J.H.; Lewandowski M.; Kleindienst T.E.; Docherty K.S.; Jaoui M.; Krug J.; Riedel T.P.
收藏 | 浏览/下载：28/0 | 提交时间：2022/01/18
Chamber experiment Decision tree Nearest neighbor Pattern mining SOA formation |
| A data-driven study of thermostat overrides during demand response events 期刊论文
Energy Policy, 2021, 卷号: 153
作者: Sarran L.; Gunay H.B.; O'Brien W.; Hviid C.A.; Rode C.
收藏 | 浏览/下载：21/0 | 提交时间：2021/09/01
Connected thermostat Decision tree Demand response Occupant behavior Override |
| 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：28/0 | 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 |
