IEEE/ICACT20230188 Slide.16        [Big Slide]       Oral Presentation
In this paper, we have conducted a range of experiments to evaluate the performance of DPC. Although the DPC has obtained some good results, however some problem needs to be studied as follows: DPC do not work well if the data set has some overlap clusters. The method for choosing peaks should improve. If the data set has different densities, DPC will make some mistakes. We suggest some direction research in near future such as building hybrid method for DPC, i.e., combining DPC with some optimization methods, or develop some kind of semi-supervised DPC clustering algorithms.

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