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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:2/0
  |  
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
A positioning method for maize seed laser-cutting slice using linear discriminant analysis based on isometric distance measurement
期刊论文
Information Processing in Agriculture, 2022, 卷号: 9, 期号: 2, 页码: 224-232
作者:
Wei YZ(魏英姿)
;
Gu KF(谷侃锋)
;
Tan LT(谭龙田)
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  |  
浏览/下载:42/0
  |  
提交时间:2021/07/06
Feature regions
Isometric mapping
Linear discriminant analysis
Maize seed
Molecular marker-assisted breeding
echnology
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:12/0
  |  
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
Cross-modal semantic correlation learning by Bi-CNN network
期刊论文
IET IMAGE PROCESSING, 2021, 页码: 11
作者:
Wang, Chaoyi
;
Li, Liang
;
Yan, Chenggang
;
Wang, Zhan
;
Sun, Yaoqi
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/12/01
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:16/0
  |  
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
Robust 3-D Object Recognition via View-Specific Constraint
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 11, 页码: 7109-7119
作者:
Liu HS(刘洪森)
;
Cong Y(丛杨)
;
Sun G(孙干)
;
Tang YD(唐延东)
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  |  
浏览/下载:5/0
  |  
提交时间:2021/10/30
three-dimensional (3-D) object recognition
robotics bin-picking
view specific constraint
voting strategy
Supervised Dimensionality Reduction Methods via Recursive Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:
Liu, Yun
;
Zhang, Rui
;
Nie, Feiping
;
Li, Xuelong
;
Ding, Chris
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/10/23
Dimensionality reduction
Linear discriminant analysis
Eigenvalues and eigenfunctions
Learning systems
Computer science
Optical imaging
Optics
Optimal scaling (OS)
orthogonal least squares regression (OLSR)
orthogonal linear discriminant analysis (OLDA)
recursive regression
supervised dimensionality reduction
Multi-view laplacian least squares for human emotion recognition
期刊论文
NEUROCOMPUTING, 2019, 卷号: 370, 页码: 78-87
作者:
Guo, Shuai
;
Feng, Lin
;
Feng, Zhan-Bo
;
Li, Yi-Hao
;
Wang, Yang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/03/30
Multi-view learning
Laplacian least squares
Subspace learning
Human emotion recognition
A spatial heterogeneity-based rough set extension for spatial data
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 33, 期号: 2, 页码: 240-268
作者:
Bai, Hexiang
;
Li, Deyu
;
Ge, Yong
;
Wang, Jinfeng
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  |  
浏览/下载:64/0
  |  
提交时间:2019/05/23
Rough set model
spatial information table
spatial heterogeneity
spatial autocorrelation
feature selection
Multi-view Intact Discriminant Space Learning for Image Classification
期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 50, 期号: 2
作者:
Dong, Xiwei
;
Wu, Fei
;
Jing, Xiao-Yuan
;
Wu, Songsong
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Multi-view learning
Subspace learning
Fisher discrimination criterion
Image classification
Semi-supervised multi-view learning
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