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Part 5 Conclusion
In this paper, a new active learning clustering based on density peak clustering has been proposed. By soliciting label from users after a small set of questions, our algorithm can collect a good set of cluster centers and can detect clusters in straightforward. Experiments conducted on both artificial data and UCI data show the effectiveness of our algorithm and hence providing a new clustering technique for real applications. In the near future, some improvement of density peak clustering will be examined and applied to some applications such as image data or text data. |
IEEE/ICACT20220068 Slide.14
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