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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:3/0
  |  
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 Golden Ratio Primal–Dual Algorithm for Structured Convex Optimization
期刊论文
Journal of Scientific Computing, 2021, 卷号: 87, 期号: 2
作者:
Chang, Xiaokai
;
Yang, Junfeng
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  |  
浏览/下载:14/0
  |  
提交时间:2021/06/03
Convex optimization
Game theory
Mathematical transformations
Matrix algebra
Regression analysis
Convex combinations
Ergodic convergence
Matrix vector multiplication
Nonnegative least squares
Number of iterations
Objective functions
Regularized least squares
Structured convex optimizations
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
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  |  
浏览/下载:26/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
Optimal approximation with exponential sums by a maximum likelihood modification of Prony's method
期刊论文
ADVANCES IN COMPUTATIONAL MATHEMATICS, 2019, 卷号: 45, 期号: 3, 页码: 1657-1687
作者:
Zhang, Ran
;
Plonka, Gerlind
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  |  
浏览/下载:25/0
  |  
提交时间:2019/08/22
Prony method
Nonlinear eigenvalue problem
Nonconvex optimization
Structured matrices
Nonlinear structured least squares problem
Distributed Computation of Linear Matrix Equations: An Optimization Perspective
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1858-1873
作者:
Zeng, Xianlin
;
Liang, Shu
;
Hong, Yiguang
;
Chen, Jie
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  |  
浏览/下载:41/0
  |  
提交时间:2020/01/10
Constrained convex optimization
distributed computation
least squares solution
linear matrix equation
substitutional decomposition
Prediction of long-term temperature effect in structural health monitoring of concrete dams using support vector machines with Jaya optimizer and salp swarm algorithms
期刊论文
ADVANCES IN ENGINEERING SOFTWARE, 2019, 卷号: 131, 页码: 60-76
作者:
Kang, Fei
;
Li, Junjie
;
Dai, Jianghong
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  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
Concrete gravity dams
Structural health monitoring
Long term air temperature effect
(Least-squares) support vector machines
Jaya optimization
Salp swarm algorithms
Inland Waters Suspended Solids Concentration Retrieval Based on PSO-LSSVM for UAV-Borne Hyperspectral Remote Sensing Imagery
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 12
作者:
Wei, Lifei
;
Huang, Can
;
Zhong, Yanfei
;
Wang, Zhou
;
Hu, Xin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
unmanned aerial vehicle
hyperspectral imagery
suspended solids
particle swarm optimization
least-squares support vector machine
A WSN positioning algorithm based on 3D discrete chaotic mapping
期刊论文
EURASIP Journal on Wireless Communications and Networking, 2019, 卷号: 2019, 期号: 1, 页码: 126-
作者:
Li, Tu
;
Yan, Wang*
;
Ping, Li
;
Fang, Peng
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/24
Chaos optimization
Least squares estimation
Node positioning
Wireless sensor networks
Short-term wind speed forecasting using STLSSVM hybrid model
会议论文
2018 International Conference on Power System Technology, POWERCON 2018 - Proceedings, 2018-11-06
作者:
Yuan, D.
;
Qian, Z.
;
Jing, B.
;
Pei, Y.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Backpropagation
Forecasting
Least squares approximations
Particle swarm optimization (PSO)
Speed
Support vector machines
Wind power
Auto-regressive integrated moving average
EEMD
Ensemble empirical mode decompositions (EEMD)
Hybrid methodologies
Least squares support vector machines
Short-term wind speed forecasting
State transitions
Wind speed forecasting
Wind
Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 164, 页码: 96-106
作者:
Li, Yang
;
Cui, Wei-Gang
;
Huang, Hui
;
Guo, Yu-Zhu
;
Li, Ke
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  |  
浏览/下载:15/0
  |  
提交时间:2019/12/30
Electroencephalography (EEG)
Fisher vector
Multiscale radial basis functions (MRBF)
Modified particle swarm optimization (MPSO)
Orthogonal least squares (OLS)
Seizure detection
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