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Showing 2025 · cs.LGShow all
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cs.LG2025
A K-Means, Ward and DBSCAN repeatability study
Anthony Bertrand, Engelbert Mephu Nguifo, Violaine Antoine +1
Reproducibility is essential in machine learning because it ensures that a model or experiment yields the same scientific conclusion. For specific algorithms repeatability with bit…
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…