2 papers
cs.LG2026
AquaAugmentor: A Novel Feature Augmentation Algorithm for Water Potability Prediction
Muntasir Tabasum, Al Zadid Sultan Bin Habib, Tanpia Tasnim +3
Access to potable water is crucial for health, economic development, and sustainability. However, accurately classifying water quality remains a significant challenge due to the co…
cs.LG2026
ZAYAN: Disentangled Contrastive Transformer for Tabular Remote Sensing Data
Al Zadid Sultan Bin Habib, Tanpia Tasnim, Md. Ekramul Islam +1
Learning informative representations from tabular data in remote sensing and environmental science is challenging due to heterogeneity, scarce labels, and redundancy among features…