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科研机构
西安交通大学 [54]
内容类型
期刊论文 [37]
会议论文 [17]
发表日期
2018 [7]
2017 [6]
2016 [10]
2015 [3]
2014 [2]
2013 [4]
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专题:西安交通大学
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SPATIAL-SPECTRAL GRAPH-BASED NONLINEAR EMBEDDING DIMENSIONALITY REDUCTION FOR HYPERSPECTRAL IMAGE CLASSIFICAITON
会议论文
作者:
Zhang, Xiangrong
;
Han, Yaru
;
Huyan, Ning
;
Li, Chen
;
Feng, Jie
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/11/19
sparse and low-rank graph
dimensionality reduction
hyperspectral classification
Multi-view embedded clustering with unsupervised trace ratio LDA
期刊论文
NEUROCOMPUTING, 2018, 卷号: 315, 页码: 169-176
作者:
Yu, Weizhong
;
Wang, Rong
;
Nie, Feiping
;
Wang, Fei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/19
K-means
Multi-view clustering
Trace ratio LDA
Dimensionality reduction
A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems
期刊论文
NEUROCOMPUTING, 2018, 卷号: 312, 页码: 352-363
作者:
Yang, Xi
;
Huang, Kaizhu
;
Zhang, Rui
;
Goulermas, John Y.
;
Hussain, Amir
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/11/19
Factor analyzer
Joint learning
Dimensionality reduction
Classification
Three-dimensional piecewise cloud representation for time series data mining
期刊论文
NEUROCOMPUTING, 2018, 卷号: 316, 页码: 78-94
作者:
Si, Gangquan
;
Zheng, Kai
;
Zhou, Zhou
;
Pan, Chengjie
;
Xu, Xiang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/11/19
Three-dimensional cloud
Representation
Overlap partitioning
Dimensionality reduction
Time series data mining
Fast and Flexible Large Graph Embedding Based on Anchors
期刊论文
IEEE Journal on Selected Topics in Signal Processing, 2018, 卷号: 12, 页码: 1465-1475
作者:
Yu, Weizhong
;
Nie, Feiping
;
Wang, Fei
;
Wang, Rong
;
Li, Xuelong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
anchor-based
Computational complexity
Dimensionality reduction
dimensionality reduction
flexible
Graph
hierarchical
locality preserving projections
Manifolds
Optimization
Principal component analysis
principal component analysis
Symmetric matrices
Unsupervised learning
An improved locality preserving projection with l(1)-norm minimization for dimensionality reduction
期刊论文
NEUROCOMPUTING, 2018, 卷号: 316, 页码: 322-331
作者:
Yu, Weizhong
;
Wang, Rong
;
Nie, Feiping
;
Wang, Fei
;
Yu, Qiang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Robust
Locality preserving projection (LPP)
Dimensionality reduction
l(1)-norm minimization
Image pattern recognition in big data: taxonomy and open challenges: survey
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 页码: 10091-10121
作者:
Zerdoumi, Saber
;
Sabri, Aznul Qalid Md
;
Kamsin, Amirrudin
;
Hashem, Ibrahim Abaker Targio
;
Gani, Abdullah
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/26
Feature Extraction
Pattern Recognition
Dimensionality Reduction
Big Data
Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model
期刊论文
NEURAL PROCESSING LETTERS, 2017, 卷号: 45, 页码: 791-806
作者:
Yang, Xi
;
Huang, Kaizhu
;
Goulermas, John Yannis
;
Zhang, Rui
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
Factor analyzers
Gaussian mixture model
Unsupervised learning
Dimensionality reduction
EEG signal co-channel interference suppression based on image dimensionality reduction and permutation entropy
期刊论文
SIGNAL PROCESSING, 2017, 卷号: 134, 页码: 113-122
作者:
Wang, Yi
;
Xu, Guanghua
;
Zhang, Sicong
;
Luo, Ailing
;
Li, Min
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Permutation entropy
Co-channel interference suppression
Electroencephalogram (EEG)
Image dimensionality reduction
Brain-computer interface (BCI)
Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 页码: 5019-5030
作者:
Wang, Rong
;
Nie, Feiping
;
Hong, Richang
;
Chang, Xiaojun
;
Yang, Xiaojun
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
hyperspectral image (HSI) classification
locality preserving projections (LPP)
Dimensionality reduction (DR)
face recognition
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