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liruijia2017 / Local-gap-density-for-clustering-high-dimensional-data-with-varying-densities

A new clustering algorithm using local gap density
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clustering clustering-algorithm clustering-analysis clustering-methods density-based-clustering graph-based-clustering

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This is a MATLAB implementation of the algorithm LGD presented in the following paper.

Local gap density for clustering high-dimensional data with varying densities.
Ruijia Li, Xiaofei Yang, Xiaolong Qin, William Zhu. https://www.sciencedirect.com/science/article/pii/S0950705119303636.

main1.m is the code for testing the algorithm LGD on the real-world datasets. main2.m is the code for testing the algorithm LGD on the synthetic datasets.

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