[38] applied the k-means clustering method to cluster the congestion levels on a particular road section in Bangkok, Thailand. Motivated by the studies of Pattanaik et al. [37] and Hongsakham et al. [38], in this work, the k-means clustering method was used to cluster the congestion ...