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| 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：66/0 | 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 |
| 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 |
| Comparing classical statistic and machine learning models in landslide susceptibility mapping in Ardanuc (Artvin), Turkey 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者: Akinci H.; Zeybek M.
收藏 | 浏览/下载：14/0 | 提交时间：2021/09/01
GIS Landslide susceptibility assessment Logistic regression Random forest Support vector machine |
| Landslide zonation and assessment of Farizi watershed in northeastern Iran using data mining techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者: Naemitabar M.; Zanganeh Asadi M.
收藏 | 浏览/下载：8/0 | 提交时间：2021/09/01
Farizi watershed Landslide Logistic model tree (LMT) Support vector machine (SVM) The boosted regression trees (BRT) model The random forest (RF) algorithm |
| 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 |
| A novel hybrid spatiotemporal land use regression model system at the megacity scale 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者: Wang J.; Xu H.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Air pollution Epidemiology Land use regression model Long-term exposure Spatiotemporal Support vector regression |
| A novel integrated method based on a machine learning model for estimating evapotranspiration in dryland 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603
作者: Fu, Tonglin; Li, Xinrong; Jia, Rongliang; Feng, Li
收藏 | 浏览/下载：24/0 | 提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORK SUPPORT-VECTOR-MACHINE DECOMPOSITION EVAPORATION ALGORITHM REGRESSION EQUATIONS MARS SVM ELM |
| 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 |
| Optimized multi-output machine learning system for engineering informatics in assessing natural hazards 期刊论文
Natural Hazards, 2020, 卷号: 101, 期号: 3
作者: Chou J.-S.; Truong D.-N.; Che Y.
收藏 | 浏览/下载：20/0 | 提交时间：2021/09/01
Accelerated particle swarm optimization Computer-aided engineering informatics Least squares support vector regression Multi-output machine learning Natural hazards assessment System design and implementation |
| Hydrological hotspots of climatic influence in Brazil: A two-step regularization approach 期刊论文
, 2020, 卷号: 246
作者: Ndehedehe C.E.; Haile G.G.; Agutu N.O.; Ferreira V.G.; Getirana A.; Okwuashi O.
收藏 | 浏览/下载：32/0 | 提交时间：2020/07/28
Climatology Investments Support vector machines Support vector regression Water resources Impact assessments Precipitation indices Regularization approach Regularization procedure Support vector machine regressions Teleconnection patterns Water infrastructure Water resources planning Drought climate effect drought global climate hydrometeorology precipitation assessment regression analysis support vector machine teleconnection Brazil |
