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

The increasing volume of text data across diverse fields presents substantial challenges for effective clustering and analysis. Traditional methods often struggle to capture the nuanced semantic relationships and high dimensionality of textual data, particularly in noisy or heterogeneous datasets. T...

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Bibliographic Details

Published in:	Applied Computer Systems
Main Authors:	Mangsor Nik Siti Madihah Nik, Nasir Syerina Azlin Md, Abdul-Rahman Shuzlina, Mohemad Rosmayati
Format:	Article
Language:	English
Published:	Sciendo 2025-01-01
Subjects:	dimension reduction ensemble bagging fcm clustering sbert embedding
Online Access:	https://doi.org/10.2478/acss-2025-0011