Urban streets profiling with coupled spatio-temporal characteristics and topological information from the biking perspective

D Yi, J Zhang - Computers, Environment and Urban Systems, 2024 - Elsevier
Urban street profiling is the spatio-temporal pattern discovery of street-level urban areas,
which plays a vital role in understanding urban structures and dynamics. Due to the natural …

Understanding metro station areas' functional characteristics via embedding representation: A case study of shanghai

H Jiang, R Liu, S Luo, D Yi, J Zhang - Scientific Reports, 2025 - nature.com
As crucial transportation hubs for urban travel, metro stations catalyze the transformation of
their surrounding areas into highly prominent locations where many activities converge …