A novel travel-time based similarity measure for hierarchical clustering

Yonggang Lu, Xiaoli Hou, Xurong Chen

Abstract: Highlights•Using the travel-time based similarity measure can improve both the robustness and the quality of hierarchical clustering.•Using the travel-time based similarity measure results in a more narrow similarity distribution within a cluster.•Compared to other hierarchical clustering methods, the proposed TTHC method produces competitive and promising clustering results.