Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy

Xi Ao Ma; Haibo Liu; Yi Liu; Justin Zuopeng Zhang

doi:10.1016/j.ejor.2024.11.038

Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy

Xi Ao Ma, Haibo Liu, Yi Liu, Justin Zuopeng Zhang

Coggin College of Business

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

Original language	English
Pages (from-to)	215-236
Number of pages	22
Journal	European Journal of Operational Research
Volume	322
Issue number	1
DOIs	https://doi.org/10.1016/j.ejor.2024.11.038
State	Published - Dec 1 2024
Externally published	Yes

ASJC Scopus Subject Areas

General Computer Science
Modeling and Simulation
Management Science and Operations Research
Information Systems and Management

Keywords

Information theory
Label importance
Machine learning
Multi-label feature selection
Uncertainty coefficient

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10.1016/j.ejor.2024.11.038

Cite this

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title = "Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy",

keywords = "Information theory, Label importance, Machine learning, Multi-label feature selection, Uncertainty coefficient",

author = "Ma, \{Xi Ao\} and Haibo Liu and Yi Liu and Zhang, \{Justin Zuopeng\}",

note = "Publisher Copyright: {\textcopyright} 2024 Elsevier B.V.",

year = "2024",

month = dec,

day = "1",

doi = "10.1016/j.ejor.2024.11.038",

language = "English",

volume = "322",

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number = "1",

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T1 - Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy

AU - Ma, Xi Ao

AU - Liu, Haibo

AU - Liu, Yi

AU - Zhang, Justin Zuopeng

PY - 2024/12/1

Y1 - 2024/12/1

KW - Information theory

KW - Label importance

KW - Machine learning

KW - Multi-label feature selection

KW - Uncertainty coefficient

UR - https://www.scopus.com/pages/publications/85211485076

UR - https://www.scopus.com/inward/citedby.url?scp=85211485076&partnerID=8YFLogxK

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U2 - 10.1016/j.ejor.2024.11.038

DO - 10.1016/j.ejor.2024.11.038

M3 - Article

AN - SCOPUS:85211485076

SN - 0377-2217

VL - 322

SP - 215

EP - 236

JO - European Journal of Operational Research

JF - European Journal of Operational Research

IS - 1

ER -

Multi-label feature selection considering label importance-weighted relevance and label-dependency redundancy

ASJC Scopus Subject Areas

Keywords

Access to Document

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