Assessing the impact of dimensionality reduction on clustering performance -- a systematic study

Ousmane Assani-Amate, Mohammadreza Bakhtyari, Émilie Roy +1

Dimensionality reduction is a critical preprocessing step for clustering high-dimensional data, yet comprehensive evaluation of its impact across diverse methods and data types rem…