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Soil Salinity Inversion Model of Oasis in Arid Area Based on UAV Multispectral Remote Sensing
期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 8
作者:
Zhao, Wenju
;
Zhou, Chun
;
Zhou, Changquan
;
Ma, Hong
;
Wang, Zhijun
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/20
Agriculture
Antennas
Arid regions
Decision trees
Food supply
Mean square error
Neural networks
Soil surveys
Soils
Statistical tests
Support vector machines
Unmanned aerial vehicles (UAV)
Vegetation
Arid area
Inversion models
Multi-spectral image data
Multispectral remote sensing
Remote sensing inversion model
Remote-sensing
Soil salinity
Soil salinization
Soil salt content
Soil salts
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
Fault Monitoring Method of Wind Turbine Main Bearing
期刊论文
Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2021, 卷号: 41, 期号: 2, 页码: 341-347 and 415
作者:
Zheng, Yuqiao
;
Wei, Jianfeng
;
Zhu, Kai
;
Dong, Bo
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/02/17
Bearings (machine parts)
Forecasting
Linear regression
Monitoring
Sliding mode control
Statistics
Support vector machines
Support vector regression
Wind turbines
Change of temperatures
Combination forecasting models
Determination coefficients
Mean and standard deviations
Multiple linear regression models
Multivariate linear regression model
Sliding window methods
Support vector machine regressions
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Zhu, Haiping
;
Shan, Hongming
;
Zhang, Yuheng
;
Che, Lingfu
;
Xu, Xiaoyang
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/01/27
Decision trees
Estimation
Task analysis
Forestry
Vegetation
Random forests
Support vector machines
Differentiable decision trees
image ordinal estimation
ordinal distribution learning
ordinal regression (OR)
random forest
Large-Scale Landslide Displacement Rate Prediction Based on Multi-Factor Support Vector Regression Machine
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 4, 页码: 14
作者:
Li, Xiuzhen
;
Li, Shengwei
收藏
  |  
浏览/下载:158/0
  |  
提交时间:2021/12/16
large-scale landslide
displacement rate prediction
multi-factor
support vector regression machine
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 1025-1037
作者:
Jin, Yan
;
Ge, Yong
;
Liu, Yaojie
;
Chen, Yuehong
;
Zhang, Haitao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/15
Spatial resolution
Interpolation
Support vector machines
Mathematical model
Market research
Soil moisture
Monitoring
Area-to-area kriging
downscaling
soil moisture
support vector regression
Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2020, 卷号: 106, 页码: 13
作者:
Liu, Quansheng
;
Wang, Xinyu
;
Huang, Xing
;
Yin, Xin
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/05/25
TBM
Rock mass classification
Integrated algorithm
AdaBoost-CART model
SMOTE
Temporal embedding and spatiotemporal feature selection boost multi-voxel pattern analysis decoding accuracy
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 345, 页码: 13
作者:
Choupan, Jeiran
;
Douglas, Pamela K.
;
Gal, Yaniv
;
Cohen, Mark S.
;
Reutens, David C.
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/01/07
fMRI
Multi-variate pattern analysis
Spatiotemporal feature selection
Multiband EPI
Random forest
Support vector machine
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
ParaML: A Polyvalent Multicore Accelerator for Machine Learning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:
Zhou, Shengyuan
;
Guo, Qi
;
Du, Zidong
;
Liu, Daofu
;
Chen, Tianshi
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2020/12/10
Neural networks
Machine learning
Testing
Support vector machines
Linear regression
Computers
Computer architecture
Accelerator
machine learning (ML) techniques
multicore accelerator
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