Listar IMAC_Articles por autoría "8c7242dd-987d-429b-9b6c-98c1c27cbbd4"

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    • 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 ...

    • openAccess   Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers 

      Chaudhuri, Somnath; Juan, Pablo; Serra, Laura; Varga, Diego; Saez, Marc Springer (2023)
      Natural hazards like floods, cyclones, earthquakes, or, tsunamis have deep impacts on the environment and society causing damage to both life and property. These events can cause widespread destruction and can lead to ...