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Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics
期刊论文
ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22
作者:
Zhang, Hanyuan
;
Li, Chengdong
;
Li, Ding
;
Zhang, Yunchu
;
Peng, Wei
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/28
Air handling unit
Fault detection and diagnosis
Kernel slow feature analysis
Multiway data analysis
Discriminant analysis
A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition
期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 68
作者:
Wei, Pengna
;
Zhang, Jinhua
;
Tian, Feifei
;
Hong, Jun
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2021/04/25
Surface electromyography (sEMG)
Electroencephalogram (EEG)
Gait phases recognition
Feature dimension
Feature-classifier combination
CKLPMDP algorithm for dimension reduction of a rotor fault data set
期刊论文
Zhendong yu Chongji/Journal of Vibration and Shock, 2021, 卷号: 40, 期号: 9, 页码: 37-42 and 54
作者:
An, Huang
;
Zhao, Rongzhen
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/02/17
Data reduction
Dimensionality reduction
Entropy
Graph algorithms
Learning algorithms
Nearest neighbor search
Statistical tests
Vector spaces
Classification performance
Data dimension reduction
Discriminant informations
Feature extraction methods
K-nearest neighbor classifiers (KNN)
Local manifold structure
Locality-preserving
Structure information
基于转子故障数据集的KSELF降维方法
期刊论文
振动.测试与诊断, 2021, 卷号: 41, 期号: 2021,41(01), 页码: 13-18+197
作者:
户文刚
;
赵荣珍
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  |  
浏览/下载:14/0
  |  
提交时间:2021/03/02
维数约简
核半监督局部Fisher判别分析
核方法
半监督学习
KSELF Dimension Reduction Method Based on Rotor Fault Data Set
期刊论文
Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2021, 卷号: 41, 期号: 1, 页码: 13-18
作者:
Hu, Wengang
;
Zhao, Rongzhen
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  |  
浏览/下载:14/0
  |  
提交时间:2021/04/12
Discriminant analysis
Fisher information matrix
Linear transformations
Metadata
Statistical tests
Classification accuracy
Dimension reduction method
Fault characteristics
High dimensional spaces
High-dimensional feature space
Local Fisher Discriminant Analysis
Nonlinear information
Projection transformation
Identification of coal structures using geophysical logging data in Qinshui Basin, China: Investigation by kernel Fisher discriminant analysis
期刊论文
International Journal of Coal Geology, 2020, 卷号: 217
-
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  |  
浏览/下载:26/0
  |  
提交时间:2020/01/03
Towards fast and kernelized orthogonal discriminant analysis on person re-identification
期刊论文
Pattern Recognition, 2019, 期号: 94, 页码: 218-229
作者:
Min Cao
;
Chen Chen
;
Xiyuan Hu
;
Silong Peng
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  |  
浏览/下载:37/0
  |  
提交时间:2019/09/10
Person Re-identificationmetric Learningsingularity Problemorthogonal Discriminant Analysis
Semi-supervised multiple kernel intact discriminant space learning for image recognition
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2019, 卷号: 31, 期号: 9
作者:
Dong, Xiwei
;
Wu, Fei
;
Jing, Xiao-Yuan
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Multiple kernel learning
Subspace learning
Correlation analysis
Face recognition
Semi-supervised learning
A Novel Semi-Supervised Learning Method Based on Fast Search and Density Peaks
期刊论文
COMPLEXITY, 2019, 卷号: 2019
作者:
Gao, Fei
;
Huang, Teng
;
Sun, Jinping
;
Hussain, Amir
;
Yang, Erfu
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/30
Cluster analysis
Deep learning
Discriminant analysis
Fisher information matrix
Image recognition
Iterative methods
Learning algorithms
Machine learning
Radar
Radar imaging
Remote sensing
Classification results
Clustering information
Clustering methods
Kernel fisher discriminant analysis
Recognition algorithm
Semi supervisions
Semi- supervised learning
Semi-supervised learning methods
Supervised learning
Multiple Kernel-Based Discriminant Analysis via Support Vectors for Dimension Reduction (Open Access)
期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 35418-35430
作者:
Zeng, Shan
;
Gao, Chongjun
;
Wang, Xiuying*
;
Jiang, Liang
;
Feng, Dagan
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  |  
浏览/下载:17/0
  |  
提交时间:2019/12/27
Kernel discriminant analysis
multi-kernel SVM
support vectors
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