Jong-Hyeok Choi

Incremental Density-Based Clustering with Grid Partitioning (Student Abstract)

DBSCAN is widely used in various fields, but it requires computational costs similar to those of re-clustering from scratch to update clusters when new data is inserted. To solve this, we propose an incremental density-based clustering method that rapidly updates clusters by identifying in advance r…