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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.LG2024
Clustering of timed sequences -- Application to the analysis of care pathways
Thomas Guyet, Pierre Pinson, Enoal Gesny
Improving the future of healthcare starts by better understanding the current actual practices in hospital settings. This motivates the objective of discovering typical care pathwa…