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Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17
作者:
Li, Lianfa
;
Franklin, Meredith
;
Girguis, Mariam
;
Lurmann, Frederick
;
Wu, Jun
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Aerosol Optical Depth
MAIAC
MERRA-2 GMI Replay Simulation
Deep learning
Downscaling
Missingness imputation
Air quality
Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1809-1821
作者:
Han, Min
;
Feng, Shoubo
;
Chen, C. L. Philip
;
Xu, Meiling
;
Qiu, Tie
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2019/12/16
Manifold learning
dynamical system
nonuniform embedding
broad learning system
time series
An echo state network based approach to room classification of office buildings
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
作者:
Shi, Guang
;
Zhao, Bo
;
Li, Chao
;
Wei, Qinglai
;
Liu, Derong
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/07/12
Power consumption
Room classification
Echo state networks
Neural networks
Spatio-Temporal Interpolated Echo State Network for Meteorological Series Prediction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 页码: 1621-1634
作者:
Xu, Meiling
;
Yang, Yuanzhe
;
Han, Min
;
Qiu, Tie
;
Lin, Hongfei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Echo state networks (ESN)
elastic-net algorithm
interpolation
spatio-temporal series prediction
Prediction of blood glucose concentration for type 1 diabetes based on echo state networks embedded with incremental learning
期刊论文
Neurocomputing, 2019
作者:
Li N.
;
Tuo J.
;
Wang Y.
;
Wang M.
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/11
Blood glucose prediction
Continuous glucose monitoring systems (CGMS)
Echo state networks (ESN)
Feedback network
Incremental learning
Wavelet-denoising multiple echo state networks for multivariate time series prediction
期刊论文
INFORMATION SCIENCES, 2018, 卷号: 465, 页码: 439-458
作者:
Xu, Meiling
;
Han, Min
;
Lin, Hongfei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Echo state networks
Wavelet denoising algorithm
Multivariate time series
Prediction
Laplacian Echo State Network for Multivariate Time Series Prediction
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 238-244
作者:
Han, Min
;
Xu, Meiling
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/02
Echo state networks
Laplacian eigenmaps
multivariate
time series prediction
Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification
会议论文
作者:
Zhang, Changhao
;
Guo, Yu
;
Wang, Fei
;
Chen, Badong
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  |  
浏览/下载:9/0
  |  
提交时间:2019/11/26
Echo state networks
generalized correntropy
nonlinear system identification
robust
Degradation assessment and trend prediction of rolling bearing based on MD-ESN
会议论文
Vibroengineering Procedia
作者:
Zhang, T.
;
Li, K.
;
Ma, J.
;
Lu, C.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Forecasting
Degradation assessment
Echo state networks
Mahalanobis distances
Rolling bearings
Trend prediction
Roller bearings
Anti-oscillation and chaos control of the fractional-order brushless DC motor system via adaptive echo state networks
期刊论文
2018, 卷号: 355, 期号: 14, 页码: 6435-6453
作者:
Luo, Shaohua
;
Li, Shaobo
;
Tajaddodianfar, Farid
;
Hu, Jianjun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
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