Process Analytics on Multi-Dimensional Data

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  • 2024

    Event Knowledge Graphs for Auditing: A Case Study.

    Klijn, E. L., Preuss, D., Imeri, L., Baumann, F., Mannhardt, F. & Fahland, D., 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). p. 84-97 14 p. (Lecture Notes in Business Information Processing; vol. 503 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Implementing Object-Centric Event Data Models in Event Knowledge Graphs.

    Swevels, A., Fahland, D. & Montali, M., 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). p. 431-443 13 p. (Lecture Notes in Business Information Processing; vol. 503 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • Multi-perspective Concept Drift Detection: Including the Actor Perspective.

    Klijn, E. L., Mannhardt, F. & Fahland, D., 2024, CAiSE. p. 141-157 17 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 2023

    Aggregating Event Knowledge Graphs for Task Analysis

    Klijn, E. L., Mannhardt, F. & Fahland, D., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 493-505 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
  • Generating Event Logs with CPN IDE

    Verbeek, E. & Fahland, D., 2023, Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining, ICPM-DCDT 2023. (CEUR Workshop Proceedings; vol. 3648).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs

    Swevels, A., Dijkman, R. M. & Fahland, D., 2023, Business Process Management: 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (eds.). Cham: Springer, p. 180-197 18 p. (Lecture Notes in Computer Science (LNCS); vol. 14159).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    2 Citations (Scopus)
    1 Downloads (Pure)
  • Object-Centric Process Mining (and More) Using a Graph-Based Approach With PromG

    Swevels, A., Klijn, E. L. & Fahland, D., 2023, Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining, ICPM-DCDT 2023. (CEUR Workshop Proceedings; vol. 3648).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
  • Process Mining from Jira Issues at a Large Company

    Coremans, B., Klomp, A., Rukmono, S. A., Krüger, J., Fahland, D. & Chaudron, M. R. V., 2023, Proceedings - 2023 IEEE International Conference on Software Maintenance and Evolution, ICSME 2023. Institute of Electrical and Electronics Engineers, p. 425-435 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    87 Downloads (Pure)
  • The Interplay Between High-Level Problems and the Process Instances that Give Rise to Them.

    Bakullari, B., Thoor, J. V., Fahland, D. & Aalst, W. M. P. V. D., 2023, Business Process Management Forum - BPM 2023 Forum, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (eds.). p. 145-162 18 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 490).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • Why are my Pizzas late?

    Fahland, D., Fournier, F., Limonad, L., Skarbovsky, I. & Swevels, A. J. E., 2023, International Workshop on Process Management in the AI Era, PMAI 2023. p. 25-28 4 p. (CEUR Workshop Proceedings; vol. 3569).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 2022

    Defining Meaningful Local Process Models

    Brunings, M., Fahland, D. & van Dongen, B., 2022, Transactions on Petri Nets and Other Models of Concurrency XVI. Koutny, M., Kordon, F. & Moldt, D. (eds.). Springer, p. 24-48 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13220 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    3 Citations (Scopus)
  • Defining Meaningful Local Process Models.

    Brunings, M., Fahland, D. & Dongen, B. F. V., 2022, Transactions on Petri Nets and Other Models of Concurrency XVI. Koutny, M., Kordon, F. & Moldt, D. (eds.). Springer, p. 24-48 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13220 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    3 Citations (Scopus)
  • Discover Context-Rich Local Process Models (Extended Abstract)

    Brunings, M., Fahland, D. & Verbeek, E., 2022, ICPM 2022 Doctoral Consortium and Demo Track 2022: Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 (ICPM-D 2022), Bolzano, Italy, October, 2022. Hassani, M., Koschmider, A., Comuzzi, M., Maggi, F. M. & Pufahl, L. (eds.). CEUR-WS.org, p. 100-103 4 p. 21. (CEUR Workshop Proceedings; vol. 3299).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    20 Downloads (Pure)
  • Multi-dimensional Process Analysis

    Fahland, D., 2022, Business Process Management - 20th International Conference, BPM 2022, Proceedings: Lecture Notes in Computer Science. Di Ciccio, C., Dijkman, R., del Río Ortega, A. & Rinderle-Ma, S. (eds.). Springer, Vol. 13420. p. 27-33 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13420 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    7 Citations (Scopus)
  • 2021

    Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs

    Klijn, E. L., Mannhardt, F. & Fahland, D., 2021, Business Process Management Forum, BPM 2021, Proceedings. Polyvyanyy, A., Wynn, M. T., Van Looy, A. & Reichert, M. (eds.). p. 212-229 18 p. (Lecture Notes in Business Information Processing; vol. 427 LNBIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    12 Citations (Scopus)
  • CPN IDE: An Extensible Replacement for CPN Tools That Uses Access/CPN

    Verbeek, E. & Fahland, D., 2021, ICPM 2021 Doctoral Consortium and Demo Track 2021: Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021). Jans, M., Janssenswillen, G., Kalenkova, A. & Maggi, F. M. (eds.). CEUR-WS.org, p. 29-30 2 p. (CEUR Workshop Proceedings; vol. 3098).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    4 Citations (Scopus)
    273 Downloads (Pure)
  • Exploring Task Execution Patterns in Event Graphs

    Klijn, E. L., Mannhardt, F. & Fahland, D., 2021, ICPM 2021 Doctoral Consortium and Demo Track 2021: Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021). Jans, M., Janssenswillen, G., Kalenkova, A. & Maggi, F. M. (eds.). CEUR-WS.org, p. 49-50 2 p. (CEUR Workshop Proceedings; vol. 3098).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    1 Citation (Scopus)
    101 Downloads (Pure)
  • Process Discovery Using Graph Neural Networks.

    Sommers, D., Menkovski, V. & Fahland, D., 31 Oct 2021, Proceedings - 2021 3rd International Conference on Process Mining, ICPM 2021. Di Ciccio, C., Di Francescomarino, C. & Soffer, P. (eds.). p. 40-47 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    13 Citations (Scopus)
  • Striking a new Balance in Accuracy and Simplicity with the Probabilistic Inductive Miner

    Brons, D., Scheepens, R. & Fahland, D., 31 Oct 2021, Proceedings - 2021 3rd International Conference on Process Mining, ICPM 2021. Di Ciccio, C., Di Francescomarino, C. & Soffer, P. (eds.). p. 32-39 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    9 Citations (Scopus)
  • 2013

    Automatic discovery of data-centric and artifact-centric processes

    Nooijen, E. H. J., Dongen, B. F. V. & Fahland, D., 2013, Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers. La Rosa, M. & Soffer, P. (eds.). Berlin: Springer, p. 316-327 12 p. (Lecture Notes in Business Information Processing; vol. 132).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    67 Citations (Scopus)
    1 Downloads (Pure)
  • 2009

    A scenario is a behavioral view - Orchestrating services by scenario integration

    Fahland, D., 2009, ZEUS. p. 8-14 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 2008

    Oclets - Scenario-Based Modeling with Petri Nets

    Fahland, D., 2008, AWPN. p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • Towards Process Models for Disaster Response

    Fahland, D. & Woith, H., 2008, Business Process Management Workshops. p. 254-265 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    31 Citations (Scopus)
  • 2007

    Services as a Paradigm of Computation

    Reisig, W., Bretschneider, J., Fahland, D., Lohmann, N., Massuthe, P. & Stahl, C., 2007, Formal Methods and Hybrid Real-Time Systems. p. 521-538 18 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    6 Citations (Scopus)
  • 2006

    Analysis Techniques for Service Models

    Reisig, W., Fahland, D., Lohmann, N., Massuthe, P., Stahl, C., Weinberg, D., Wolf, K. & Kaschner, K., 2006, ISoLA. p. 11-17 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    4 Citations (Scopus)
  • 2005

    ASM-based Semantics for BPEL: The Negative Control Flow

    Fahland, D. & Reisig, W., 2005, Abstract State Machines. p. 131-152 22 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review