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COHORTNEY: Non-Parametric Clustering of Event Sequences [article]

Vladislav Zhuzhel, Rodrigo Rivera-Castro, Nina Kaploukhaya, Liliya Mironova, Alexey Zaytsev, Evgeny Burnaev
2021 arXiv   pre-print
COHORTNEY is the first machine learning-based cohort analysis algorithm with a robust theoretical explanation.  ...  The evaluation confirms that we can use COHORTNEY in an industry setting and obtain state-of-the-art results.  ...  COHORTNEY innovates by being the first general method for clustering multiple heterogenous event sequences.  ... 
arXiv:2104.01440v2 fatcat:lfz2pdqohfgr7chwm6gtbon73a