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Open Access

Peer-reviewed

Research Article

Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu,

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation The Academy of VR and Art, Jiangxi University of Software Professional Technology, Nanchang, China
⨯
Shiwan Zhou ,

Roles Investigation, Project administration, Writing – review & editing

* E-mail: zhou649792703@163.com

Affiliation The Academy of VR and Art, Jiangxi University of Software Professional Technology, Nanchang, China

https://orcid.org/0009-0005-2962-2801

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Jing Sun,

Roles Formal analysis, Funding acquisition, Writing – review & editing

Affiliation College of Creative Arts, Universiti Teknologi MARA, Selangor, Malaysia
⨯
Xiaojuan Liu,

Roles Software, Supervision, Writing – original draft

Affiliation College of Humanities, Gandong University, Fuzhou, China
⨯
Wenting Lu

Roles Methodology, Software, Validation

Affiliations The Academy of VR and Art, Jiangxi University of Software Professional Technology, Nanchang, China, Postdoctoral Research Station Pioneer Software Inc, Jiangxi University of Software Professional Technology, Nanchang, China
⨯

Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu,
Shiwan Zhou,
Jing Sun,
Xiaojuan Liu,
Wenting Lu

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Published: June 16, 2026
https://doi.org/10.1371/journal.pone.0350623

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k means clustering
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Compression
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Optimization
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