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Vol 11, Issue 11 (November 2025)
Text Clustering / Machine Learning / Natural Language Processing (NLP)
A Comparative Study Of SVD And NMF For Semantic Text Clustering Using KMeans
The Exponential Growth Of Unstructured Text Data, Such As News Articles, Social Media Posts, And Online Discussions, Has Created The Need For Effective Methods Of Semantic Organisation. Text Clustering Plays A Vital Role In This Context By...
Text Clustering
Singular Value Decomposition (SVD)
Non-negative Matrix Factorisation (NMF)
KMeans
Dimensionality Reduction
Danish Khan, Prof. Arpana Jaiswal