ML Wiki

ROCK Clustering

ROCK $\approx$ group average in Agglomerative Clustering

References

• Guha, Sudipto, Rajeev Rastogi, and Kyuseok Shim. "ROCK: A robust clustering algorithm for categorical attributes." 1999. [1]

Sources

• Ertöz, Levent, Michael Steinbach, and Vipin Kumar. "Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data." 2003. [2]