Tangchao Wu

MFGB-DBSCAN: a multi-factor granular ball-based density clustering algorithm with adaptive parameter optimization

Density-based clustering algorithms such as DBSCAN can identify clusters with arbitrary shapes, but their performance is often limited by global parameter sensitivity and high computational cost on complex datasets. Granular-ball-based methods improve efficiency by replacing poin...