Sulan Zhang

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

2023 · IEEE Transactions on Neural Networks and Learning Systems

Density peaks clustering algorithm (DP) has difficulty in clustering large-scale data, because it requires the distance matrix to compute the density and -distance for each object, which has time complexity. Granular ball (GB) is a …