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IEEE/ICACT20230188 Slide.05
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Rodriguez and Laio proposed the DPC algorithm in 2014 It is built based on two assumptions - Cluster centers have higher densities than the surrounding regions - Distances among cluster centers are relatively large. There are three important values in the DPC algorithm - rho is the local density of data point 𝑥_𝑖. - delta is the minimum distance between data point 𝑥_𝑖 and other data points with higher density - 𝑑_𝑐 where is the cut-off distance OR local density thresh | |
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