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自动化研究所 [5]
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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:
Nie, Feiping
;
Chen, Hong
;
Xiang, Shiming
;
Zhang, Changshui
;
Yan, Shuicheng
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/07/04
Eigenvalues and eigenfunctions
Principal component analysis
Null space
Training data
Symmetric matrices
Sun
Optimization
Least squares regression (LSR)
linear discriminant analysis (LDA)
linear regression
minimum distance classifier (MDC)
null space LDA
Image annotation method based on Corr-LDA model
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2018, 卷号: 48, 期号: 4, 页码: 1237-1243
作者:
Cao, Jie
;
Su, Zhe
;
Li, Xiao-Xu
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  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Classification (of information)
Computer applications
Image analysis
Maximum principle
Annotation methods
Expectation
maximizations
Lda models
Probabilistic topic models
Regularized complete linear discriminant analysis
期刊论文
http://dx.doi.org/10.1016/j.neucom.2013.08.048, 2014
Yang, Wuyi
;
Wu, Houyuan
;
杨武夷
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  |  
浏览/下载:4/0
  |  
提交时间:2015/07/22
SAMPLE-SIZE PROBLEM
FACE RECOGNITION
FEATURE-EXTRACTION
LDA
CLASSIFICATION
RETRIEVAL
FRAMEWORK
EFFICIENT
CRITERION
Facial expression recognition based on linear discriminant locality preserving analysis algorithm
期刊论文
Journal of Information and Computational Science, 2013, 卷号: 10, 期号: 13, 页码: 4037-4046
作者:
Wang, Yan
;
Su, Wenjun
;
Liu, Huali
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  |  
浏览/下载:43/0
  |  
提交时间:2020/11/14
Algorithms
Gesture recognition
Optimization
Vector spaces
Analysis algorithms
Discriminative features
Facial expression recognition
Linear discriminant analysis
Linear discriminants
Locality preserving projections
Locality-preserving
Projection direction
Electronic properties of lanthanide oxides from the GW perspective
期刊论文
physical review b, 2012
Jiang, Hong
;
Rinke, Patrick
;
Scheffler, Matthias
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  |  
浏览/下载:3/0
  |  
提交时间:2015/11/13
MEAN-FIELD THEORY
DENSITY-FUNCTIONAL THEORY
RARE-EARTH SESQUIOXIDES
TRANSITION-METAL OXIDES
SPACE-TIME METHOD
HARTREE-FOCK
EXACT-EXCHANGE
SELF-ENERGY
BAND-STRUCTURE
AB-INITIO
Subspace regularized linear discriminant analysis for small sample size problems
其他
2012-01-01
Wang, Zhidong
;
Yang, Wuyi
;
杨武夷
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  |  
浏览/下载:5/0
  |  
提交时间:2015/07/22
Algorithms
Artificial intelligence
Data processing
Image retrieval
Matrix algebra
Vector spaces
Vectors
Regularized complete linear discriminant analysis for small sample size problems
其他
2012-01-01
Yang, Wuyi
;
杨武夷
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  |  
浏览/下载:4/0
  |  
提交时间:2015/07/22
Algorithms
Face recognition
Intelligent computing
Vector spaces
On sparse linear discriminant analysis algorithm for high-dimensional data classification
会议论文
作者:
Ng, Michael K.
;
Liao, Li-Zhi
;
Zhang, Leihong
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  |  
浏览/下载:3/0
  |  
提交时间:2019/08/22
linear discriminant analysis
sparsity
weighting
high-dimensional data
Predicting membrane protein types with dimensionality reduction and kernel method
会议论文
Tianjin, China, August 14, 2009 - August 16, 2009
作者:
Wang, Li-Peng
;
Yuan, Zhan-Ting
;
Chen, Xu-Hui
;
Zhou, Zhi-Fang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/11/15
Discriminant analysis
Forecasting
Fuzzy systems
Membranes
Nearest neighbor search
Dimensionality reduction method
Kernel linear discriminant analyses (KLDA)
Kernel methods
KLDA
Linear dimensionality reduction
Linear discriminant analysis
Membrane proteins
Nonlinear dimensionality reduction
Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion
期刊论文
PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 12, 页码: 3606-3615
作者:
Liang, Yixiong
;
Li, Chengrong
;
Gong, Weiguo
;
Pan, Yingjun
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  |  
浏览/下载:17/0
  |  
提交时间:2015/11/08
uncorrelated LDA
null space LDA
weighted pairwise Fisher criterion
decorrelation
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