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寒区旱区环境与工程研... [2]
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地理科学与资源研究所 [1]
武汉岩土力学研究所 [1]
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期刊论文 [5]
SCI/SSCI论文 [1]
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2018 [2]
2015 [2]
2013 [2]
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Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9, 页码: 2457-2476
作者:
Yin, Zhenliang
;
Feng, Qi
;
Wen, Xiaohu
;
Deo, Ravinesh C.
;
Yang, Linshan
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2019/10/09
River flow forecasting
Support vector regression
Multivariate adaptive regression spline
M5Tree model
Data-driven model
Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia
期刊论文
ADVANCED ENGINEERING INFORMATICS, 2018, 卷号: 35, 页码: 1-16
作者:
Al-Musaylh, Mohanad S.
;
Deo, Ravinesh C.
;
Adarnowski, Jan F.
;
Li, Yan
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  |  
浏览/下载:46/0
  |  
提交时间:2019/10/09
Electricity demand forecasting
Machine learning
SVR
MARS
ARIMA
Predicting alien herb invasion with machine learning models: biogeographical and life-history traits both matter
期刊论文
BIOLOGICAL INVASIONS, 2015
Chen, Leiyi
;
Peng, Shaolin
;
Yang, Bin
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浏览/下载:4/0
  |  
提交时间:2017/12/03
Risk assessment
Invasiveness
Native range distribution size
Germination rate
Seed weight
WEED RISK-ASSESSMENT
PLANT INVASIVENESS
COMMUNITY INVASIBILITY
AUSTRALIAN ACACIAS
ASSESSMENT SYSTEM
RESIDENCE TIME
SPECIES TRAITS
NORTH-AMERICA
NATIVE RANGE
CHINA
Predicting alien herb invasion with machine learning models: biogeographical and life-history traits both matter
期刊论文
BIOLOGICAL INVASIONS, 2015, 卷号: 17, 期号: 7, 页码: 2187-2198
作者:
Chen, Leiyi
;
Peng, Shaolin
;
Yang, Bin
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  |  
浏览/下载:6/0
  |  
提交时间:2022/09/13
Risk assessment
Invasiveness
Native range distribution size
Germination rate
Seed weight
An efficient integrated approach for global sensitivity analysis of hydrological model parameters
SCI/SSCI论文
2013
作者:
Xia J.
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  |  
浏览/下载:33/0
  |  
提交时间:2014/12/24
Global sensitivity analysis
Statistical emulator
DTVGM
Response
surface model
RSMSobol' method
adaptive regression splines
environmental-models
mathematical-models
watershed model
swat model
uncertainty
calibration
simulation
dimensionality
identification
Predicting tunnel convergence using Multivariate Adaptive Regression Spline and Artificial Neural Network
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2013, 卷号: 38, 页码: 368-376
作者:
Adoko, Amoussou-Coffi
;
Jiao, Yu-Yong
;
Wu, Li
;
Wang, Hao
;
Wang, Zi-Hao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2018/06/05
Tunnel convergence
New Austrian Tunneling Method (NATM)
Multivariate Adaptive Regression Spline
Artificial Neural Network
Predictive model
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