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大连理工大学 [2]
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期刊论文 [12]
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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:50/0
  |  
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
Sliding Mode Control for Hypersonic Vehicle Based on Extreme Learning Machine Neural Network Disturbance Observer
期刊论文
IEEE Access, 2022, 卷号: 10, 页码: 69333-69345
作者:
Gao, Haiyan
;
Tang, Weiqiang
;
Fu, Rong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/08/09
Altitude control
Control theory
Hypersonic aerodynamics
Hypersonic vehicles
Knowledge acquisition
Learning systems
Navigation
Network layers
Sliding mode control
Disturbance observer
Extreme learning machine
Learning machines
Network disturbances
Neural network disturbance observer
Neural-networks
Offset-free tracking
Sliding-mode control
Uncertainty
Vehicle's dynamics
Deep diagnostics and prognostics: An integrated hierarchical learning framework in PHM applications
期刊论文
APPLIED SOFT COMPUTING, 2018, 卷号: 72, 页码: 555-564
作者:
Lin, Yanhui
;
Li, Xudong
;
Hu, Yang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2018/12/11
Feature learning
Auto-encoder
Extreme learning machines
Prognostics and health management
Motor bearing
Turbofan engine
Novel Method Based on Variational Mode Decomposition and a Random Discriminative Projection Extreme Learning Machine for Multiple Power Quality Disturbance Recognition
期刊论文
IEEE Transactions on Industrial Informatics, 2018
作者:
Zhao, Chen
;
Kaicheng, Li
;
Li, Yuanzheng
;
Wang, Lingyun
;
Luo, Yi
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/19
Classification
Computational modeling
Discriminative Projection
Electronic mail
Extreme learning machine
Feature extraction
Multi-label
Multiple power quality disturbance
Neural networks
Power quality
Prediction algorithms
Support vector machines
Variational mode decomposition
Deep diagnostics and prognostics: An integrated hierarchical learning framework in PHM applications
期刊论文
APPLIED SOFT COMPUTING, 2018, 卷号: 72, 页码: 555-564
作者:
Lin, Yanhui
;
Li, Xudong
;
Hu, Yang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Feature learning
Auto-encoder
Extreme learning machines
Prognostics and health management
Motor bearing
Turbofan engine
Hierarchical Neural Networks for Multivariate Time Series Prediction
会议论文
35th Chinese Control Conference (CCC), Chengdu, PEOPLES R CHINA, 2016-07-27
作者:
Xu, Meiling
;
Han, Min
;
Wang, Xinying
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/09
Multivariate time series
simple cycle reservoirs
extreme learning machines
prediction
An efficient active set method for optimization extreme learning machines
期刊论文
2016, 卷号: 174, 页码: 187-193
作者:
Zhao, Ming-hua
;
Ding, Xiao-feng
;
Shi, Zheng-hao
;
Yao, Quan-zhu
;
Yuan, Yong-qin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/20
Optimization extreme learning machines
Quadratic programming
Active set
Piecewise projected gradient
Fast Forecasting Method for Fluctuating Wind Velocity Based on Extreme Learning Machine
期刊论文
Journal of Shanghai Jiaotong University, 2016, 卷号: Vol.50 No.11, 页码: 1719-1723
作者:
Li, Chunxiang
;
Chi, Ennan
;
Li, Zhennong
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/31
extreme learning machines
fluctuating wind velocity
forecasting
least squares support vector machines
error back-propagation neural network(BP)
A hybrid BCI based on EEG and fNIRS signals improves the performance of decoding motor imagery of both force and speed of hand clenching
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2015, 卷号: 12, 期号: 3
作者:
Yin XX(尹旭贤)
;
Xu BL(徐保磊)
;
Jiang ZH(蒋长好)
;
Fu YF(伏云发)
;
Wang ZD(王志东)
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2015/07/05
EEG-fNIRS
hand clenching force and speed
motor imagery
joint mutual information (JMI)
extreme learning machines (ELMs)
Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms
期刊论文
Energy Conversion and Management, 2015, 卷号: 100, 页码: 16-22
作者:
Liu, Hui*
;
Tian, Hong-Qi
;
Li, Yan-Fei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/03
WD
Wave let Decomposition
WPD
Wavelet Packet Decomposition
EMD
Empirical Mode Decomposition
EEMD
Ensemble Empirical Mode Decomposition
FEEMD
Fast Ensemble Empirical Mode Decomposition
MLP
Multi Layer Perceptron
ANFIS
Adaptive Network-based Fuzzy Inference System
BP
Back Propagation
GA
Genetic Algorithm
PSO
Particle Swarm Optimization
EA
Evolutionary Algorithm
AA
Adaboost Algorithm
ARIMA
Autoregressive Integrated Moving Average
SLFNN
Single-hidden Layer Feed-forward Neural Networks
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
RMSE
Root Mean Square Error
Wind energy
Wind speed forecasting
Wind speed decomposition
Wavelet
Extreme learning machines
Empirical mode decomposition
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