Author

W. Mwangi

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Open access Jul 2026

Semantic neighborhood-aware fuzzy clustering for balanced text categorization.

Results demonstrate that BASC-FCM significantly outperforms standard FCM and its constrained variants, achieving improvements of up to 63.6% in accuracy and 81.0% in F1-score, while maintaining acceptable computational overhead.

Michael Loki, Agnes Mindila, W. Mwangi · Scientific Reports · 0 citations