• openAccess   Clustering constrained on linear networks 

      Martínez, Fabian; Chaudhuri, Somnath; Díaz-Avalos, Carlos; Juan, Pablo; Mateu, Jorge; Mena, Ramsés H. Springer (2023)
      An unsupervised classification method for point events occurring on a geometric network is proposed. The idea relies on the distributional flexibility and practicality of random partition models to discover the clustering ...
    • closedAccess   Spatio-temporal modeling of traffic accidents incidence on urban road networks based on an explicit network triangulation 

      Chaudhuri, Somnath; Juan, Pablo; Mateu, Jorge Taylor and Francis Group (2022-07-29)
      Traffic deaths and injuries are one of the major global public health concerns. The present study considers accident records in an urban environment to explore and analyze spatial and temporal in the incidence of road ...