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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
Riverine microbial communities impacted by per- and polyfluoroalkyl substances (PFAS) emissions from a fluoropolymer-manufacturing plant
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 457, 页码: 10
作者:
Guo, Chao
;
Ahrens, Lutz
;
Bertilsson, Stefan
;
Coolen, Marco J. L.
;
Tang, Jianhui
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  |  
浏览/下载:3/0
  |  
提交时间:2024/01/26
PFAS
Sequencing
Seasonal change
NMDS
Discriminant analysis
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)
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/07/06
Feature regions
Isometric mapping
Linear discriminant analysis
Maize seed
Molecular marker-assisted breeding
echnology
Multidimensional exploration of essential oils generated via eight oregano cultivars: Compositions, chemodiversities, and antibacterial capacities
期刊论文
FOOD CHEMISTRY, 2022, 卷号: 374
作者:
Hao, Yuanpeng
;
Kang, Jiamu
;
Yang, Rui
;
Li, Hui
;
Cui, Hongxia
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/07
Oregano essential oil
Chemodiversity
Carvacrol
Random forest algorithm
Partial least squares discriminant analysis
Antibacterial activity
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:49/0
  |  
提交时间:2021/12/28
Air handling unit
Fault detection and diagnosis
Kernel slow feature analysis
Multiway data analysis
Discriminant analysis
Validation and analysis of the geographical origin of Angelica sinensis (Oliv.) Diels using multi-element and stable isotopes
期刊论文
PEERJ, 2021, 卷号: 9
作者:
Li, Shanjia
;
Wang, Hui
;
Jin, Ling
;
White, James F.
;
Kingsley, Kathryn L.
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  |  
浏览/下载:17/0
  |  
提交时间:2021/10/14
Angelica sinensis
Mineral elements
Stable isotopes
Discriminant analysis
A Fault Diagnosis Method of Rotating Machinery Based on LBDP
期刊论文
Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2021, 卷号: 32, 期号: 14, 页码: 1653-1658 and 1668
作者:
Shi, Mingkuan
;
Zhao, Rongzhen
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  |  
浏览/下载:13/0
  |  
提交时间:2022/02/17
Dimensionality reduction
Frequency domain analysis
Machinery
Nearest neighbor search
Complex characteristics
Dimensionality reduction algorithms
Discriminant informations
Fault classification
Fault diagnosis method
High dimensional feature
K-nearest neighbor classifiers (KNN)
Time frequency domain
Modelling habitat suitability of the Indo-Pacific humpback dolphin using artificial neural network: The influence of shipping
期刊论文
ECOLOGICAL INFORMATICS, 2021, 卷号: 62, 页码: 9
作者:
Lin, Mingli
;
Liu, Mingming
;
Lek, Sovan
;
Dong, Lijun
;
Zhang, Peijun
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  |  
浏览/下载:19/0
  |  
提交时间:2021/06/11
Linear discriminant analysis
Estuary
Top-predator
Cetacean
Conservation
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
收藏
  |  
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
Fault diagnosis of rotor based on Local-Global Balanced Orthogonal Discriminant Projection
期刊论文
Measurement: Journal of the International Measurement Confederation, 2021, 卷号: 168
作者:
Shi, Mingkuan
;
Zhao, Rongzhen
;
Wu, Yaochun
;
He, Tianjing
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/11/14
Fault detection
Frequency domain analysis
Nearest neighbor search
Rotating machinery
Time domain analysis
Application examples
Complex characteristics
Discriminant informations
High dimensional feature
Inter-class distance
K-nearest neighbor method
Structure information
Time frequency domain
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