Research

Below you can find a selection of my recent publications. You can find a full overview of my research publications here or on my Google Scholar profile.

Publications

2016

  • N. Martin, B. Depaire, and A. Caris, “The Use of Process Mining in Business Process Simulation Model Construction-Structuring the Field,” Business & Information Systems Engineering, vol. 58, no. 1, pp. 73–87, 2016.
  • T. Jouck and B. Depaire, “Generating Artificial Data for Empirical Analysis of Process Discovery Algorithms: a Process Tree and Log Generator.” 2016.

2015

  • M. Swennen, G. Janssenswillen, M. J. Jans, B. Depaire, and K. Vanhoof, “Capturing Process Behavior with Log-Based Process Metrics,” in Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis, Vienna, Austria, 2015, pp. 141 – 144.
  • N. Martin, M. Swennen, B. Depaire, M. Jans, A. Caris, and K. Vanhoof, “Batch processing: definition and event log identification,” in Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis, Vienna, Austria, 2015, pp. 137 – 140.
  • N. Martin, B. Depaire, and A. Caris, “Using process mining to model interarrival times: investigating the sensitivity of the ARPRA framework,” in Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, USA, 2015, pp. 868–879.
  • G. Janssenswillen, M. Swennen, B. Depaire, M. Jans, and K. Vanhoof, “Enabling Event-data Analysis in R: Demonstration,” in Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis, Vienna, Austria, 2015, pp. 189 – 198.

2014

  • M. Swennen, B. Depaire, M. JANS, and K. VANHOOF, “Towards a General Framework for Business Tests,” in Proceedings of the 16th International Conference on Enterprise Information Systems, Lisbon, Portugal, 2014, pp. 478 – 483.
  • M. León, L. Mkrtchyan, B. Depaire, D. Ruan, and K. Vanhoof, “Learning and clustering of fuzzy cognitive maps for travel behaviour analysis,” Knowledge and information systems, vol. 39, no. 2, pp. 435–462, 2014.
  • T. Jouck and B. Depaire, “Generating Artificial Event Logs with Sufficient Discriminatory Power to Compare Process Discovery Techniques,” in Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis, Milan, Italy, 2014, pp. 174 – 178.
  • B. Depaire, “Process Model Realism: Measuring Implicit Realism,” in Business Process Management Workshops, Eindhoven, Nederland, 2014, pp. 342–352.