Author

F. Kosiorowski

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Jul 2026

The K-SCAN Clustering Algorithm

K-SCAN is presented -- a novel hybrid algorithm that optimizes this trade-off between robustness to noise and ability to detect non-linear clusters while maintaining structural stability, and achieves more than a 3-fold speed-up over the hierarchical BIRCH algorithm.

F. Kosiorowski, Grzegorz Sroka · arXiv.org · 0 citations