Sparse Clustering with K-Means - Which Penalties and for Which Data?

Author:

Chavent Marie,Cottrell Marie,Mourer Alex,Olteanu Madalina

Publisher

Springer Nature Switzerland

Reference11 articles.

1. Bellman, R.: Adaptive Control Processes: A Guided Tour. Princeton University Press, Princeton (1961)

2. Chang, X., Wang, Y., Li, R., Xu, Z.: Sparse k-means with $$l_\infty -l_0$$ penalty for high-dimensional data clustering. Stat. Sin. 28(3), 1265–1284 (2018)

3. Chavent, M., Lacaille, J., Mourer, A., Olteanu, M.: Sparse k-means for mixed data via group-sparse clustering. In: ESANN 2020-28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, vol. 978 (2020)

4. Chavent, M., Mourer, A., Olteanu, M.: vimpclust: variable importance in clustering (2021). https://cran.r-project.org/web/packages/vimpclust/

5. Diallo, A.W., Niang, N., Ouattara, M.: Sparse subspace k-means. In: 2021 International Conference on Data Mining Workshops (ICDMW), pp. 678–685. IEEE (2021)

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