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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
What and How: Generalized Lifelong Spectral Clustering via Dual Memory
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Dong JH(董家华)
;
Liu YY(刘宇阳)
;
Ding ZM(丁正明)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/02/27
Lifelong Machine Learning
Spectral Clustering
Deep Transfer Learning
Neural Networks
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:
Zhu, Xiaofei
;
Do, Khoi Duy
;
Guo, Jiafeng
;
Xu, Jun
;
Dietze, Stefan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/12/10
Deep neural networks
Stacked autoencoder
Manifold constraint
Clustering
Completion of multiview missing data based on multi-manifold regularised non-negative matrix factorisation
期刊论文
Artificial Intelligence Review, 2020, 卷号: 53, 期号: 7, 页码: 5411-5428
作者:
Jing-Tao, Sun
;
Qiu-Yu, Zhang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Classification (of information)
Factorization
Gaussian distribution
Linear regression
Predictive analytics
Missing data
Multi-manifold regularised
Multi-view clustering
Multisource data
Non-negative matrix factorisation
Multi -view image clustering based on sparse coding and manifold consensus
期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 53-62
作者:
Zhu, Xiaofei
;
Guo, Jiafeng
;
Nejdl, Wolfgang
;
Liao, Xiangwen
;
Dietze, Stefan
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  |  
浏览/下载:9/0
  |  
提交时间:2020/12/10
Robustly computing restricted Voronoi diagrams (RVD) on thin-plate models
期刊论文
COMPUTER AIDED GEOMETRIC DESIGN, 2020, 卷号: 79, 页码: 12
作者:
Wang, Pengfei
;
Xin, Shiqing
;
Tu, Changhe
;
Yan, Dongming
;
Zhou, Yuanfeng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/06/22
Geometry processing
Restricted Voronoi diagram
Thin plate
Tubular shape
Improve the spectral clustering by integrating a new modularity similarity index and out-of-sample extension
期刊论文
MODERN PHYSICS LETTERS B, 2020, 卷号: 34, 期号: 11, 页码: 12
作者:
Shen, Dongqin
;
Li, Xiuyi
;
Yan, Guan
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  |  
浏览/下载:30/0
  |  
提交时间:2020/06/30
Spectral clustering
out-of-sample
modularity
similarity measure
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
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  |  
浏览/下载:48/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
Lifelong Spectral Clustering
会议论文
New York, February 7-12, 2020
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Wang QQ(王倩倩)
;
Li, Jun
;
Fu Y(付昀)
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/06/12
A generalized multi-dictionary least squares framework regularized with multi-graph embeddings
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 1-11
作者:
Abeo, Timothy Apasiba
;
Shen, Xiang-Jun
;
Bao, Bing-Kun
;
Zha, Zheng-Jun
;
Fan, Jianping
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2019/12/16
Multi-view dimension reduction
Least squares
Multiple graphs
Feature extraction
Classification
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