Semi-supervised model-based clustering with controlled clusters leakage

Open Webpage

Marek Smieja, Lukasz Struski, Jacek Tabor

Published: 2017, Last Modified: 06 Nov 2025Expert Syst. Appl. 2017EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Semi-supervised version of Gaussian mixture model.•It retrieves natural subgroups in partially categorized data.•The model has a closed form solution.•It allows to successfully discover meaningful groups from partially classified data.