On the clustering behavior of sliding windows

Boris Alexeev, Wenyan Luo, Dustin G. Mixon +1

Things can go spectacularly wrong when clustering timeseries data that has been preprocessed with a sliding window. We highlight three surprising failures that emerge depending on…