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科研机构
武汉岩土力学研究所 [7]
山东大学 [4]
地理科学与资源研究所 [3]
南京地理与湖泊研究所 [2]
成都理工大学 [2]
北京航空航天大学 [1]
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期刊论文 [19]
会议论文 [1]
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Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
作者:
Hong, Haoyuan
;
Liu, Junzhi
;
Zhu, A-Xing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/05/19
Landslide
LogitBoost alternating decision trees
Forest by penalizing attributes
Bagging
Integration model
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 similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning
Spatial prediction of landslide susceptibility using data mining-based kernel logistic regression, naive Bayes and RBFNetwork models for the Long County area (China)
期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2019, 卷号: 78, 期号: 1, 页码: 247-266
作者:
Chen, Wei
;
Yan, Xusheng
;
Zhao, Zhou
;
Hong, Haoyuan
;
Bui, Dieu Tien
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/11
Landslide
Kernel logistic regression
Naive Bayes
RBF network
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:6/0
  |  
提交时间:2019/12/11
Landslides
Bivariate models
Kernel logistic regression
GIS
China
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:28/0
  |  
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:54/0
  |  
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
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