Author

Pulock Das

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Preprint Jul 2026

Ensemble of Unsupervised Deep Learning for Clustering Imbalanced Tabular Data

Data imbalance poses a major challenge in supervised classification, where the majority-class bias contributes to false negatives and overestimates classification accuracy. Unsupervised deep clustering can be immune to class imbalance because representation learning for clustering is performed without class labels. Dee...

Pulock Das, Yina Hou, Md. Kamrozzaman Bhuiyan et al. · 0 citations