A Criterion for Deciding the Number of Clusters in a Dataset Based on Data Depth
Clustering is a key method in unsupervised learning with various applications in data mining, pattern recognition and intelligent information processing. However, the number of groups to be formed, usually notated as k is a vital parameter for most of the existing clustering algorithms as their clus...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
World Scientific Publishing
2020-11-01
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| Series: | Vietnam Journal of Computer Science |
| Subjects: | |
| Online Access: | http://www.worldscientific.com/doi/pdf/10.1142/S2196888820500232 |