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Open set domain adaptation with latent structure discovery and kernelized classifier learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 531, 页码: 125-139
作者:
Tang, Yongqiang
;
Tian, Lei
;
Zhang, Wensheng
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Open set domain adaptation
Adaptive graph learning
Latent structure discovery
Kernelized classifier learning
EEG-based Emotion Recognition Using Multiple Kernel Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者:
Qian Cai
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  |  
浏览/下载:9/0
  |  
提交时间:2022/09/30
Emotion recognition
electroencephalography (EEG)
multiple kernel learning
machine learning
brain computer interface
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
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  |  
浏览/下载:44/0
  |  
提交时间:2021/12/28
Air handling unit
Fault detection and diagnosis
Kernel slow feature analysis
Multiway data analysis
Discriminant analysis
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:6/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:26/0
  |  
提交时间:2022/01/27
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
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
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  |  
浏览/下载:91/0
  |  
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
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  |  
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
集成KPCA与t-SNE的滚动轴承故障特征提取方法
期刊论文
振动工程学报, 2021, 卷号: 34, 期号: 02, 页码: 431-440
作者:
王望望
;
邓林峰
;
赵荣珍
;
吴耀春
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  |  
浏览/下载:3/0
  |  
提交时间:2021/06/03
故障诊断
滚动轴承
故障特征提取
核主成分分析
t-分布随机邻域嵌入
k-近邻分类器
Fault feature extraction of rolling bearing integrating KPCA and t-SNE
期刊论文
Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2021, 卷号: 34, 期号: 2, 页码: 431-440
作者:
Wang, Wang-Wang
;
Deng, Lin-Feng
;
Zhao, Rong-Zhen
;
Wu, Yao-Chun
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  |  
浏览/下载:67/0
  |  
提交时间:2022/02/17
Clustering algorithms
Data mining
Extraction
Feature extraction
Frequency domain analysis
Nearest neighbor search
Stochastic systems
Time domain analysis
Fault feature extractions
Feature extraction methods
Global and local structures
High dimensional feature
K-nearest neighbor classifier
Kernel principal component analyses (KPCA)
Rolling bearing vibration
Stochastic neighbor embedding
Unified Cross-domain Classification via Geometric and Statistical Adaptations
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
作者:
Liu, Weifeng
;
Li, Jinfeng
;
Liu, Baodi
;
Guan, Weili
;
Zhou, Yicong
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  |  
浏览/下载:20/0
  |  
提交时间:2021/01/06
Domain adaptation
Statistical adaptation
Maximum mean discrepancy (MMD)
Geometric adaptation
Nystrom method
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