• A recursive paradigm for aligning observed behavior of large structured process models 

      Taymouri, Farbod; Carmona Vargas, Josep (Springer, 2016)
      Text en actes de congrés
      Accés obert
      The alignment of observed and modeled behavior is a crucial problem in process mining, since it opens the door for conformance checking and enhancement of process models. The state of the art techniques for the computation ...
    • A unified approach for measuring precision and generalization based on anti-alignments 

      Dongen, Boudewijn van; Carmona Vargas, Josep; Chatain, Thomas (Springer, 2016)
      Text en actes de congrés
      Accés obert
      The holy grail in process mining is an algorithm that, given an event log, produces fitting, precise, properly generalizing and simple process models. While there is consensus on the existence of solid metrics for fitness ...
    • Business process mining from e-commerce web logs 

      Poggi Mastrokalo, Nicolas; Muthusamy, Vinod; Carrera Pérez, David; Khalaf, Rania (Springer, 2013)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      The dynamic nature of the Web and its increasing importance as an economic platform create the need of new methods and tools for business efficiency. Current Web analytic tools do not provide the necessary abstracted view ...
    • Discovering duplicate tasks in transition systems for the simplification of process models 

      San Pedro Martín, Javier de; Cortadella, Jordi (Springer, 2016)
      Text en actes de congrés
      Accés obert
      This work presents a set of methods to improve the understandability of process models. Traditionally, simplification methods trade off quality metrics, such as fitness or precision. Conversely, the methods proposed in ...
    • PMLAB: An scripting environment for process mining 

      Carmona Vargas, Josep; Solé, Marc (CEUR-WS.org, 2014)
      Text en actes de congrés
      Accés obert
      In a decade of process mining research, several algorithms have been proposed to solve particular process mining tasks. At the same pace, tools have appeared both in the academic and the commercial domains. These tools ...
    • POD: A tool for process discovery using partial orders and independence information 

      Ponce de León, Hernán; Rodríguez, César; Carmona Vargas, Josep (CEUR-WS.org, 2015)
      Text en actes de congrés
      Accés obert
      Current process discovery techniques focus on the derivation of a process model on the basis of the activity relations extracted from an event log. However, there are situations where more knowledge can be provided to ...
    • Process model comparison based on cophenetic distance 

      Sánchez Charles, David; Muntés Mulero, Víctor; Carmona Vargas, Josep; Solé, Marc (Springer, 2016)
      Text en actes de congrés
      Accés obert
      The automated comparison of process models has received increasing attention in the last decade, due to the growing existence of process models and repositories, and the consequent need to assess similarities between the ...