A Learning-Based EM Clustering for Circular Data with Unknown Number of Clusters
Clustering is a method for analyzing grouped data. Circular data were well used in various applications, such as wind directions, departure directions of migrating birds or animals, etc. The expectation & maximization (EM) algorithm on mixtures of von Mises distributions is popularly used for c...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Taiwan Association of Engineering and Technology Innovation
2020-04-01
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| Series: | Proceedings of Engineering and Technology Innovation |
| Subjects: | |
| Online Access: | http://ojs.imeti.org/index.php/PETI/article/view/5241 |