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A Multi-View Fuzzy Clustering Framework for Semantic-Rich Text Data Using SBERT and Ensemble Learning Cover

A Multi-View Fuzzy Clustering Framework for Semantic-Rich Text Data Using SBERT and Ensemble Learning

Applied Computer Systems
Volume 30 (2025): Issue 1 (January 2025)
By: Nik Siti Madihah Nik Mangsor,  Syerina Azlin Md Nasir,  Shuzlina Abdul-Rahman and  Rosmayati Mohemad  
Open Access
|Jun 2025

Authors

Nik Siti Madihah Nik Mangsor

nikdiha7534@gmail.com

Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Kelantan, Kota Bharu, Malaysia

Syerina Azlin Md Nasir

syerina@uitm.edu.my

Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Kelantan, Kota Bharu, Malaysia

Shuzlina Abdul-Rahman

shuzlina@fskm.uitm.edu.my

Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Selangor, Malaysia

Rosmayati Mohemad

rosmayati@umt.edu.my

Faculty of Computer Science & Mathematics, Universiti Malaysia, Terengganu, Malaysia
DOI: https://doi.org/10.2478/acss-2025-0011 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683
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Language: English
Page range: 91 - 97
Submitted on: Mar 2, 2025
|
Accepted on: May 15, 2025
|
Published on: Jun 5, 2025
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
Dimension reduction,
ensemble bagging,
FCM clustering,
SBERT embedding
Related subjects:
Computer sciences,
Artificial intelligence,
Information technology,
Project management,
Software development

© 2025 Nik Siti Madihah Nik Mangsor, Syerina Azlin Md Nasir, Shuzlina Abdul-Rahman, Rosmayati Mohemad, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.

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