Trends in Unsupervised Methodologies for Optimal K-Value Selection in Clustering Algorithms
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-57996-7_49
Reference12 articles.
1. Abdalameer, A., Alswaitti, M., Alsudani, A., Isa, N.: A new validity clustering index-based on finding new centroid positions using the mean of clustered data to determine the optimum number of clusters. Expert Syst. Appl. 116329, 191 (2022). https://doi.org/10.1016/J.ESWA.2021.116329
2. Alibuhtto, M., Mahat, N.: Distance based k-means clustering algorithm for determining number of clusters for high dimensional data. Decis. Sci. Lett. 9, 51–58 (2020). https://doi.org/10.5267/J.DSL.2019.8.002
3. Calinski, T., Harabasz, J.: A dendrite method for cluster analysis. Commun. Stat. 3(1), 1–27 (1974). https://doi.org/10.1080/03610927408827101
4. Krzanowski, W.J., Lai, T.: A criterion for determining the number of groups in a data set using sum-of-squares clustering. Biometrics 44(1), 23–34 (1988)
5. Patil, C., Baidari, I.: Estimating the optimal number of clusters k in a dataset using data depth. Data Sci. Eng. 4, 132–140 (2019). https://doi.org/10.1007/s41019-019-0091-y
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