The K-SCAN Clustering Algorithm

Filip Kosiorowski, Grzegorz Sroka

In the Big Data era, the scalability of clustering algorithms constitutes a key challenge. Traditional density-based methods (e.g., DBSCAN) offer robustness to noise and the abilit…