Data Science, Machine Learning, Graph Theory.
connected. This problem always occurs if we have data “on different scales”, that is the distances between data points are different in different regions of the space. However, the k-nearest neighbor graph, can connect points “on different scales”. We can see that points in the low-density Gaussian