Line Space Clustering (LSC): Feature-Based Clustering using K-medians and Dynamic Time Warping for Versatility

Joanikij Chulev, Angela Mladenovska

Clustering high-dimensional data is a critical challenge in machine learning due to the curse of dimensionality and the presence of noise. Traditional clustering algorithms often f…