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中国科学院武汉岩土力学研究所知识管理平台
Knowledge Management System of Institute of Rock and Soil Mechanics,CAS
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浏览/检索结果:
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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, 期号: -, 页码: 11
作者:
Chen, Wei
;
Li, Yang
;
Xue, Weifeng
;
Shahabi, Himan
;
Li, Shaojun
;
Hong, Haoyuan
;
Wang, Xiaojing
;
Bian, Huiyuan
;
Zhang, Shuai
;
Pradhan, Biswajeet
;
Bin Ahmad, Baharin
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Adobe PDF(1690Kb)
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浏览/下载:174/51
  |  
提交时间:2021/05/25
Flood susceptibility assessment
Naive Bayes tree
Alternating decision tree
Random forest
Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
期刊论文
CATENA, 2019, 卷号: 172, 期号: -, 页码: 212-231
作者:
Chen, Wei
;
Panahi, Mandi
;
Tsangaratos, Paraskevas
;
Shahabi, Himan
;
Ilia, Ioanna
;
Panahi, Somayeh
;
Li, Shaojun
;
Jaafari, Abolfazl
;
Bin Ahmad, Baharin
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Adobe PDF(11606Kb)
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浏览/下载:198/46
  |  
提交时间:2020/04/08
Landslide susceptibility
SWARA
ANFIS
SFLA
PSO
Landslide spatial modelling using novel bivariate statistical based Naive Bayes, RBF Classifier, and RBF Network machine learning algorithms
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 663, 期号: -, 页码: 43845
作者:
He, Qingfeng
;
Shahabi, Himan
;
Shirzadi, Ataollah
;
Li, Shaojun
;
Chen, Wei
;
Wang, Nianqin
;
Chai, Huichan
;
Bian, Huiyuan
;
Ma, Jianquan
;
Chen, Yingtao
;
Wang, Xiaojing
;
Chapi, Kamran
;
Bin Ahmad, Baharin
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Adobe PDF(5146Kb)
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浏览/下载:114/50
  |  
提交时间:2020/04/08
Landslide susceptibility
Longhai area
Naive Bayes
RBF Classifier
RBF Network
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
;
Wang, Xiaojing
;
Bin Ahmad, Baharin
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Adobe PDF(3904Kb)
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浏览/下载:127/52
  |  
提交时间:2020/04/08
Flood susceptibility
Machine learning
Ensemble framework
GIS
China
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
;
Shirzadi, Ataollah
;
Pirasteh, Saied
;
Alesheikh, Ali Asghar
;
Khosravi, Khabat
;
Panahi, Somayeh
;
Rezaie, Fatemeh
;
Li, Shaojun
;
Jaafari, Abolfazl
;
Dieu Tien Bui
;
Bin Ahmad, Baharin
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Adobe PDF(29262Kb)
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浏览/下载:91/33
  |  
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
;
Tian, Yingying
;
Liu, Junzhi
;
Zhu, A-Xing
;
Li, Shaojun
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Adobe PDF(8237Kb)
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浏览/下载:94/38
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提交时间:2020/04/08
Landslides
Bivariate models
Kernel logistic regression
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
;
Khosravi, Khabat
;
Shirzadi, Ataollah
;
Shahabi, Himan
;
Panahi, Somayeh
;
Costache, Romulus
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Adobe PDF(5329Kb)
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浏览/下载:110/53
  |  
提交时间:2020/04/08
Flood susceptibility mapping
Adaptive neuro-fuzzy inference system
Metaheuristic methods
Biogeography based optimization
Imperialistic competitive algorithm
Novel Hybrid Integration Approach of Bagging-Based Fisher's Linear Discriminant Function for Groundwater Potential Analysis
期刊论文
NATURAL RESOURCES RESEARCH, 2019, 卷号: 28, 期号: 4, 页码: 1239-1258
作者:
Chen, Wei
;
Pradhan, Biswajeet
;
Li, Shaojun
;
Shahabi, Himan
;
Rizeei, Hossein Mojaddadi
;
Hou, Enke
;
Wang, Shengquan
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Adobe PDF(3844Kb)
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浏览/下载:89/41
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提交时间:2020/04/08
Groundwater
Machine learning
Fisher's linear discriminant function (FLDA)
Rotation forest (RTF)
GIS
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, 期号: -, 页码: 135-149
作者:
Chen, Wei
;
Xie, Xiaoshen
;
Peng, Jianbing
;
Shahabi, Himan
;
Hong, Haoyuan
;
Dieu Tien Bui
;
Duan, Zhao
;
Li, Shaojun
;
Zhu, A-Xing
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Adobe PDF(2470Kb)
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  |  
浏览/下载:288/77
  |  
提交时间:2018/06/05
Landslide
Statistical Index
Certainty Factor
Index of Entropy
Random Forest
Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods
期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: -
作者:
Dieu Tien Bui
;
Panahi, Mandi
;
Shahabi, Himan
;
Singh, Vijay P.
;
Shirzadi, Ataollah
;
Chapi, Kamran
;
Khosravi, Khabat
;
Chen, Wei
;
Panahi, Somayeh
;
Li, Shaojun
;
Bin Ahmed, Baharin
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2020/04/08