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北京航空航天大学 [53]
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期刊论文 [34]
会议论文 [19]
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2019 [4]
2018 [11]
2017 [7]
2016 [6]
2015 [8]
2014 [7]
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专题:北京航空航天大学
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A novel model modification method for support vector regression based on radial basis functions
期刊论文
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2019, 卷号: 60, 页码: 983-997
作者:
Yan, Cheng
;
Shen, Xiuli
;
Guo, Fushui
;
Zhao, Shiqi
;
Zhang, Lizhang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
Support vector regression
Model modification
Radial basis functions
Turbine disk
Support vector machines regression with unbounded sampling
期刊论文
APPLICABLE ANALYSIS, 2019, 卷号: 98, 页码: 1626-1635
作者:
Tong, Hongzhi
;
Chen, Di-Rong
;
Yang, Fenghong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/30
Support vector machines regression
unbounded sampling
Hoeffding inequality
learning rate
Regression models (SVR, EMD and FastICA) in forecasting water quality of the Haihe River of China
期刊论文
DESALINATION AND WATER TREATMENT, 2019, 卷号: 154, 页码: 147-159
作者:
Liang, Nan
;
Zou, Zhihong
;
Wei, Yigang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Water quality forecasting
Dissolved oxygen (DO)
Empirical mode decomposition (EMD) algorithm
Fast independent component analysis (FastICA) algorithm
Noise reduction
Support vector regression (SVR) algorithm
Hybrid SVM and ARIMA Model for failure time series prediction based on EEMD
期刊论文
International Journal of Performability Engineering, 2019, 卷号: 15, 页码: 1161-1170
作者:
Sun, Haiyan
;
Wu, Jing
;
Wu, Ji
;
Yang, Haiyan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Data handling
Linear regression
Support vector machines
Time series
Auto-regressive integrated moving average
Ensemble empirical mode decomposition
Failure time
Hybrid model
Support vector machines regression
Forecasting
A segmentation scheme with SVR-based prediction in stroke-sensing cylinder
期刊论文
Cluster Computing, 2018, 页码: 1-13
作者:
Liu, L.
;
Guo, Y.
;
Fu, Y.
;
Li, C.
;
Guo, L.
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Cylinders (shapes)
Regression analysis
Signal processing
Displacement detection
Position detection
Segmentation algorithms
Segmentation scheme
Signal segmentation
Subdivision errors
Support vector regression (SVR)
Tangent subdivision
Error detection
Quantile estimators with orthogonal pinball loss function
期刊论文
JOURNAL OF FORECASTING, 2018, 卷号: 37, 页码: 401-417
作者:
Yu, Lean
;
Yang, Zebin
;
Tang, Ling
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
orthogonal pinball loss function
probability forecasting
quantile estimation
robustness
support vector machine quantile regression
An improved support vector regression using least squares method
期刊论文
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2018, 卷号: 57, 页码: 2431-2445
作者:
Yan, Cheng
;
Shen, Xiuli
;
Guo, Fushui
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Surrogate model
SVR
ISVR
Least squares
Remaining Useful Life Prediction of Wind Turbine Generator Bearing Based on EMD with an Indicator
会议论文
2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018-01-01
作者:
Cao, Lixiao
;
Qian, Zheng
;
Pei, Yan
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/30
remaining useful life
prognostics
generator bearing
empirical mode decomposition
support vector regression
vibration
A prognostic framework for PEMFC based on least squares support vector regression-particle filter
会议论文
2017 IEEE Vehicle Power and Propulsion Conference, VPPC 2017 - Proceedings
作者:
Cheng, Y.
;
Zerhouni, N.
;
Lu, C.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Bandpass filters
Forecasting
Monte Carlo methods
Probability distributions
Propulsion
Regression analysis
Systems engineering
Data-driven methods
High energy densities
Large amounts of data
Least squares support vector regression
Particle filter
Pollutant emission
prognostics
Residual useful lives
Proton exchange membrane fuel cells (PEMFC)
The sinkage characteristics and the supporting capacity of a submerged floating vehicle driving in deep soft terrains
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2018, 卷号: 232, 页码: 725-737
作者:
Chuan, Huang
;
Feng, Gao
;
Xie Xiaolin
;
Wen, Zeng
;
Hui, Jiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Submerged floating vehicle
floating device
deep soft soil
sinkage
support vector regression method
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