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地理科学与资源研究所 [3]
自动化研究所 [3]
沈阳自动化研究所 [2]
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期刊论文 [14]
发表日期
2020 [14]
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Estimation of the Grassland Aboveground Biomass of the Inner Mongolia Plateau Using the Simulated Spectra of Sentinel-2 Images
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 22
作者:
Pang, Haiyang
;
Zhang, Aiwu
;
Kang, Xiaoyan
;
He, Nianpeng
;
Dong, Gang
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2021/03/15
aboveground biomass
multispectrum
hyperspectral
Sentinel-2
the simulated spectrum
estimation
Measurement of moisture content in lubricating oils of high-speed rail gearbox by Vis-NIR spectroscopy
期刊论文
Optik, 2020, 卷号: 224
作者:
Liu, Chenyang
;
Tang, Xingjia
;
Yu, Tao
;
Wang, Taisheng
;
Lu, Zhenwu
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/11/03
Vis-NIR spectroscopy
Lubricating oils
Moisture content
The reflection probe
Successive projections algorithm
Partial least square regression
Back propagation neural network
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:25/0
  |  
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
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning
期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:
Sun, Chen
;
Feng, Luwei
;
Zhang, Zhou
;
Ma, Yuchi
;
Crosby, Trevor
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/10/26
hyperspectral imaging
machine learning
tuber yield
tuber set
unmanned aerial vehicles
A Framework to Predict High-Resolution Spatiotemporal PM(2.5)Distributions Using a Deep-Learning Model: A Case Study of Shijiazhuang, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 33
作者:
Zhang, Guangyuan
;
Lu, Haiyue
;
Dong, Jin
;
Poslad, Stefan
;
Li, Runkui
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/16
PM2.5
AOD
XGBoost
prediction
deep learning
ConvLSTM
SARIMA
Age Estimation via Selecting Discriminated Features and Preserving Geometry
期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2020, 卷号: 14, 期号: 4, 页码: 1721-1737
作者:
Tian, Qing
;
Sun, Heyang
;
Ma, Chuang
;
Cao, Meng
;
Chu, Yi
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/06/22
Age Estimation
Least Square Regression
Cumulative Attribute Coding
Feature Selection
Manifold Learning
Quantum tomography by regularized linear regressions
期刊论文
AUTOMATICA, 2020, 卷号: 114, 页码: 15
作者:
Mu, Biqiang
;
Qi, Hongsheng
;
Petersen, Ian R.
;
Shi, Guodong
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  |  
浏览/下载:24/0
  |  
提交时间:2020/05/24
Quantum state tomography
Linear regression
Regularization
Factors influencing the ecological security of island cities: A neighborhood-scale study of Zhoushan Island, China
期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2020, 卷号: 55, 页码: 11
作者:
Wu, Yizhou
;
Zhang, Tiancheng
;
Zhang, Huan
;
Pan, Tao
;
Ni, Xueling
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/05/19
Island cities
Ecological footprint
Partial least square
Neighborhood scale
Zhoushan Island
Application of Machine Learning Method to Quantitatively Evaluate the Droplet Size and Deposition Distribution of the UAV Spray Nozzle
期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10
作者:
Guo, Han
;
Zhou, Jun
;
Liu, Fei
;
He, Yong
;
Huang, He
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2020/11/26
UAV spray nozzle
spray characteristics
machine learning
quantitative modeling
Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16
作者:
Shan, Peng
;
Zhao, Yuhui
;
Wang, Qiaoyun
;
Ying, Yao
;
Peng, Silong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/03/30
Calibration transfer
Principal component analysis (PCA)
Kernel principal component analysis (KPCA)
Multivariate calibration
Joint spectral subspace
Partial least squares (PLS)
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