Gert Janssenswillen

Publications
2024
  • Janssenswillen, G., Van Daele, S., Van Daele M., 2024, October. Measuring Skill Acquisition and Retention: A Case Study of Math Fluency. In International Conference on Process Mining – Workshops (pp. 526-538). Cham: Springer Nature Switzerland.
2023
  • Claus, R., Martin, N., Janssen, E.R., Janssenswillen, G., Boymans, T.A. and Vanwersch, R.J., 2023, October. Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders–A Case Study. In International Conference on Process Mining (pp. 211-222). Cham: Springer Nature Switzerland.
  • Tornero-Costa, R., Fernandez-Llatas, C., Martin, N., Janssenswillen, G. and van Hulzen, G.A., 2023, June. From Script to Application. A bupaR Integration into PMApp for Interactive Process Mining Research. In International Workshop on Explainable Artificial Intelligence in Healthcare (pp. 107-117). Cham: Springer Nature Switzerland.
  • Esin, I., Beloshitskiy, D. and Janssenswillen, G., 2023. processpredictR: predictive process monitoring using bupaR. In ICPM Doctoral Consortium/Demo.
2022
  • Van Daele, S. and Janssenswillen, G., 2022, October. Identifying the steps in an exploratory data analysis: A process-oriented approach. In International Conference on Process Mining – Workshops(pp. 526-538). Cham: Springer Nature Switzerland.
  • Depaire, B., Janssenswillen, G. and Leemans, S.J., 2022, September. Alpha precision: Estimating the significant system behavior in a model. In International Conference on Business Process Management (pp. 120-136). Cham: Springer International Publishing.
  • Martin, N., Van Houdt, G. and Janssenswillen, G., 2022. DaQAPO: Supporting flexible and fine-grained event log quality assessment. Expert Systems with Applications, 191, p.116274.
  • Van Hulzen, G., Janssenswillen, G., Martin, N. and Depaire, B., 2022. Process Analysis with bupaR 0.5. 0: What’s New?. CEUR Workshop Proceedings.
  • Steukers, B., Janssenswillen, G., Van Hulzen, G., Vanhoenshoven, F. and Depaire, B., 2022. bupaRflow: a Workflow Interface for bupaR. CEUR Workshop Proceedings.
2021
  • Jans, M., De Weerdt, J., Depaire, B., Dumas, M. and Janssenswillen, G., 2021. Conformance checking in process mining. Information Systems, 102, p.101851.
  • Janssenswillen, G., 2021. Unearthing the Real Process Behind the Event Data. Springer International Publishing.
2020
  • Fortuna, M., Vitalini, F., Signorelli, M., Furfaro, E., Marini, F., Janssenswillen, G., Porreca, R., Rossi, R., Guzzo, A., Sirovich, R. and Melloncelli, A., 2020. e-Rum2020: how we turned a physical conference into a successful virtual event. THE R JOURNAL, 12(2), pp.416-424.
  • Janssenswillen, G., Mannhardt, F., Creemers, M., Depaire, B., Jans, M., Jooken, L., Martin, N. and Van Houdt, G., 2020. Extensions to the bupaR ecosystem: An overview.
  • Janssenswillen, G., Depaire, B. and Faes, C., 2020. Enhancing discovered process models using Bayesian inference and MCMC. In Business Process Management Workshops: BPM 2020 International Workshops, Seville, Spain, September 13–18, 2020, Revised Selected Papers 18 (pp. 295-307). Springer International Publishing.
2019
  • Janssenswillen, G. and Depaire, B., 2019. Towards confirmatory process discovery: making assertions about the underlying system. Business & Information Systems Engineering, 61, pp.713-728.
  • Janssenswillen, G., Depaire, B., Swennen, M., Jans, M. and Vanhoof, K., 2019. bupaR: Enabling reproducible business process analysis. Knowledge-Based Systems, 163, pp.927-930.
2018
  • Gelan, A., Fastré, G., Verjans, M. , Martin, N., Janssenswillen, G., Creemers, M. (2018). Affordances and limitations of learning analytics for computer-assisted language learning: a case study of the VITAL project. Computer Assisted Language Learning 31 (3), 294-319.
2017
  • Janssenswillen, G., Donders, N., Jouck, T., & Depaire, B. (2017). A comparative study of existing quality measures for process discovery. Information Systems.
  • Janssenswillen, G., Depaire, B. (2017). bupaR: business process analysis in R. In Internation Conference on Business Process Management: Demonstrations. 
  • Janssenswillen, G., Depaire, B., & Verboven, S. (2017). Detecting train reroutings with process mining: A Belgian application. Euro Journal of Transporation and Logistics
2016
  • Swennen, M., Martin, N., Janssenswillen, G., Jans, M., Depaire, B., Caris, A., & Vanhoof, K. Capturing Resource Behaviour From Event Logs.
  • Janssenswillen, G., Jouck, T., Creemers, M., & Depaire, B. (2016, September). Measuring the quality of models with respect to the underlying system: An empirical study. In International Conference on Business Process Management (pp. 73-89). Springer International Publishing.
  • Janssenswillen, G., Depaire, B., & Jouck, T. (2016). Calculating the number of unique paths in a block-structured process model.
2015
  • Janssenswillen, G., Swennen, M., Depaire, B., Jans, M., & Vanhoof, K. (2015). Enabling Event-data Analysis in R – Demonstration. In SIMPDA (pp. 189-198).
  • Swennen, M., Janssenswillen, G., Jans, M., Depaire, B., & Vanhoof, K. (2015). Capturing Process Behavior with Log-Based Process Metrics. In SIMPDA (pp. 141-144).