2 papers
cs.LG2025
Soft-ECM: An extension of Evidential C-Means for complex data
Armel Soubeiga, Thomas Guyet, Violaine Antoine
Clustering based on belief functions has been gaining increasing attention in the machine learning community due to its ability to effectively represent uncertainty and/or imprecis…
cs.SE2025
evclust: Python library for evidential clustering
Armel Soubeiga, Violaine Antoine
A recent developing trend in clustering is the advancement of algorithms that not only identify clusters within data, but also express and capture the uncertainty of cluster member…