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科研机构
武汉岩土力学研究所 [7]
内容类型
期刊论文 [7]
发表日期
2020 [1]
2019 [5]
2018 [1]
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专题:武汉岩土力学研究所
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Modeling flood susceptibility using data-driven approaches of naive Bayes tree, alternating decision tree, and random forest methods
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 701, 页码: 11
作者:
Chen, Wei
;
Li, Yang
;
Xue, Weifeng
;
Shahabi, Himan
;
Li, Shaojun
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/05/25
Flood susceptibility assessment
Naive Bayes tree
Alternating decision tree
Random forest
A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 1, 页码: -
作者:
Wang, Yi
;
Hong, Haoyuan
;
Chen, Wei
;
Li, Shaojun
;
Pamucar, Dragan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/04/08
flood susceptibility
GIS modeling
multi-criteria decision-making
interval rough numbers
expert knowledge
Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)
期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 18, 页码: -
作者:
Chen, Wei
;
Hong, Haoyuan
;
Panahi, Mandi
;
Shahabi, Himan
;
Wang, Yi
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2020/04/08
landslide
evolutionary optimization algorithm
prediction accuracy
goodness-of-fit
machine learning
China
Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling
期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2019, 卷号: 78, 期号: 6, 页码: 4397-4419
作者:
Chen, Wei
;
Shahabi, Himan
;
Shirzadi, Ataollah
;
Hong, Haoyuan
;
Akgun, Aykut
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/04/08
Landslides
Bivariate models
Kernel logistic regression
GIS
China
Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 575, 期号: -, 页码: 864-873
作者:
Chen, Wei
;
Hong, Haoyuan
;
Li, Shaojun
;
Shahabi, Himan
;
Wang, Yi
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2020/04/08
Flood susceptibility
Machine learning
Ensemble framework
GIS
China
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 247, 期号: -, 页码: 712-729
作者:
Wang, Yi
;
Hong, Haoyuan
;
Chen, Wei
;
Li, Shaojun
;
Panahi, Mahdi
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2020/04/08
Flood susceptibility mapping
Adaptive neuro-fuzzy inference system
Metaheuristic methods
Biogeography based optimization
Imperialistic competitive algorithm
GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method
期刊论文
CATENA, 2018, 卷号: 164, 页码: 135-149
作者:
Chen, Wei
;
Xie, Xiaoshen
;
Peng, Jianbing
;
Shahabi, Himan
;
Hong, Haoyuan
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2018/06/05
Landslide
Statistical Index
Certainty Factor
Index of Entropy
Random Forest
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