Clustreams
Roy Friedman, Or Goaz, Ori Rottenstreich · 2021
Clusteringis a basic machine learning task. In this task, a stream of input items needs to be grouped into clusters, such that all items classified into the same cluster are closer to each other than to items classified to other clusters. Each cluster is centered around a centroidpoint, which may either be given as a parameter, or must be learned during the process in the case of unsupervised online learning.