A Dual-Based Pruning Method for the Least-Squares Support Vector Machine

Xiao-Lei  Xia; Shang-Ming Zhou; Mingxing  Ouyang; Dafang  Xiang; Zhijun  Zhang; Zexiang  Zhou

doi:10.1016/j.ifacol.2023.10.1050

A Dual-Based Pruning Method for the Least-Squares Support Vector Machine

Xiao-Lei Xia, Shang-Ming Zhou, Mingxing Ouyang, Dafang Xiang, Zhijun Zhang, Zexiang Zhou

School of Nursing and Midwifery

Guangdong Songshan Polytechnic College

Research output: Contribution to journal › Article › peer-review

2 Downloads (Pure)

Original language	English
Journal	IFAC-PapersOnLine
Volume	56
Issue number	2
DOIs	https://doi.org/10.1016/j.ifacol.2023.10.1050
Publication status	Published - 9 Jul 2023

Access to Document

10.1016/j.ifacol.2023.10.1050

IFAC2023_DualBasedPrunningSVM_submittedAccepted author manuscript, 267 KB

Cite this

@article{07425c9598c949f68f56eee3108de3f9,

title = "A Dual-Based Pruning Method for the Least-Squares Support Vector Machine",

author = "Xiao-Lei Xia and Shang-Ming Zhou and Mingxing Ouyang and Dafang Xiang and Zhijun Zhang and Zexiang Zhou",

year = "2023",

month = jul,

day = "9",

doi = "10.1016/j.ifacol.2023.10.1050",

language = "English",

volume = "56",

journal = "IFAC-PapersOnLine",

issn = "2405-8963",

publisher = "Elsevier B.V.",

number = "2",

}

TY - JOUR

T1 - A Dual-Based Pruning Method for the Least-Squares Support Vector Machine

AU - Xia, Xiao-Lei

AU - Zhou, Shang-Ming

AU - Ouyang, Mingxing

AU - Xiang, Dafang

AU - Zhang, Zhijun

AU - Zhou, Zexiang

PY - 2023/7/9

Y1 - 2023/7/9

UR - https://pearl.plymouth.ac.uk/nm-research/805/

U2 - 10.1016/j.ifacol.2023.10.1050

DO - 10.1016/j.ifacol.2023.10.1050

M3 - Article

SN - 2405-8963

VL - 56

JO - IFAC-PapersOnLine

JF - IFAC-PapersOnLine

IS - 2

ER -

A Dual-Based Pruning Method for the Least-Squares Support Vector Machine

Access to Document

Other files and links

Cite this