Now showing items 1-4 of 4

    • A tour in process mining: from practice to algorithmic challenges 

      Van der Aalst, Wil M.P.; Carmona Vargas, Josep; Chatain, Thomas; Dongen, Boudewijn F. van (2019-11-01)
      Article
      Open Access
      Process mining seeks the confrontation between modeled behavior and observed behavior. In recent years, process mining techniques managed to bridge the gap between traditional model-based process analysis (e.g., simulation ...
    • Aligning modeled and observed behavior: A compromise between computation complexity and quality 

      Dongen, Boudewijn F. van; Carmona Vargas, Josep; Chatain, Thomas; Taymouri, Farbod (Springer, 2017)
      Conference report
      Open Access
      Certifying that a process model is aligned with the real process executions is perhaps the most desired feature a process model may have: aligned process models are crucial for organizations, since strategic decisions can ...
    • Alignment-based trace clustering 

      Chatain, Thomas; Carmona Vargas, Josep; Dongen, Boudewijn F. van (Springer, 2017)
      Conference report
      Open Access
      A novel method to cluster event log traces is presented in this paper. In contrast to the approaches in the literature, the clustering approach of this paper assumes an additional input: a process model that describes the ...
    • Online conformance checking using behavioural patterns 

      Burattin, Andrea; Zelst, Sebastiaan J. van; Armas Cervantes, Abel; Dongen, Boudewijn F. van; Carmona Vargas, Josep (Springer, 2018)
      Conference report
      Open Access
      New and compelling regulations (e.g., the GDPR in Europe) impose tremendous pressure on organizations, in order to adhere to standard procedures, processes, and practices. The field of conformance checking aims to quantify ...