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Persoonlijk profiel

Quote

“The complex systems that support our daily lives fascinate me, because they often elude our comprehension. Developing useful concepts that structure our thinking helps us analysing these systems and turns complexity into deep understanding.”

Research profile

Dirk Fahland is an Associate Professor in Process Analytics on Multi-Dimensional Event Data of the Analytics for Information Systems group at Eindhoven University of Technology (TU/e). Starting from a strong background in construction and analysis of distributed systems with formal models, he has, over the years, embraced event data as a central source for system analysis. His research interests are in describing and analyzing complex and distributed systems and processes through their event data using process mining and data engineering.

A central theme in Dirk’s research is analyzing data and systems that are too large or complex to be understood as monolithic end-to-end processes executed in isolation. Dirk’s approach is analyze and describe such systems as a complex network of behavior from several different angles. To achieve this goal, he is researching techniques for large-scale event data pre-processing and querying as well as discovering, synthesizing, and transforming models from event data and from existing models.

Academic background

Dirk Fahland obtained his obtained his PhD at the Humboldt-Universität zu Berlin and at TU/e under the supervision of Prof. Wolfgang Reisig and Prof. Wil van der Aalst. He worked as a Post-Doc at TU/e on the EU funded ACSI project and spent several research stays at the group of David Harel at the Weizmann Institute of Science, Israel, and the BPT group of Mathias Weske at the HPI Potsdam, Germany. He also spent a year at the School of Computing at the National University of Singapore. In 2013, he was appointed Assistant-Professor (Architecture of Information Systems group, Computer Science and Mathematics), received tenure in 2016, and was appointed Associate-Professor in 2019. He is managing the "Data Science in Engineering" Master and is leading the “Data Challenge” course series in the JADS “Data Science” Bachelor and manages the “Process Mining in Logistics” project with Vanderlande Industries.

Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN

In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):

  1. SDG 3 – Goede gezondheid en welzijn
    SDG 3 – Goede gezondheid en welzijn

Vingerafdruk

Verdiep u in de onderzoeksgebieden waarop Dirk Fahland actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
  • 7 Soortgelijke profielen

Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar

Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
  • An Object-Centric Approach to Inferring and Analyzing Queues

    van Gansewinkel, S. (Corresponding author-nrf), Denisov, V. & Fahland, D., 1 apr 2026, Business Process Management Workshops: BPM 2025 International Workshops, Seville, Spain, August 31–September 5, 2025, Revised Selected Papers. van de Weerd, I., Estrada Torres, B. & van der Aa, H. (reds.). Cham: Springer, blz. 479-491 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 569).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    Open Access
    Bestand
    2 Downloads (Pure)
  • Object-centric process management: A research manifesto

    Seidel, A. (Corresponding author), Weske, M. (Corresponding author), Montali, M. (Corresponding author), Rivkin, A. (Corresponding author), Reichert, M. (Corresponding author), van der Werf, J. M. E. M. (Corresponding author-nrf), van der Aalst, W. M. P., Breitmayer, M., Liss, L., van Detten, J. N., Jalali, A., Khayatbashi, S., König, M., Lichtenstein, T., Rinderle-Ma, S., Weber, B., Soffer, P., Rossi, L., Calegari Garcia, D. & Delgado, A. & 43 anderen, Dijkman, R., Winkler, S., Weidlich, M., Leemans, S. J. J., Fahland, D., Swevels, A., Snoeck, M., Guizzardi, G., Gianola, A., Gal, A., Kindler, E., Lomazova, I., Re, B., Meroni, G., Morichetta, A., Marcelletti, A., Pettinari, S., van Dongen, B., De Smedt, J., Rafiei, M., Köpke, J., Hildebrandt, T., Zerbato, F., Pufahl, L., Reijers, H., Polyvyanyy, A., Di Francescomarino, C., Maria Maggi, F., Pastor, O., Haarmann, S., Proper, H., Lu, X., López, H., Slaats, T., De Weerdt, J., de Leoni, M., Martin, N., Winter, K., Beest, N. V., López-Pintado, O., van Zelst, S., Ghidini, C. & Senderovich, A., 1 okt 2026, In: Information Systems. 141, 22 blz., 102728.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    Open Access
    Bestand
    39 Downloads (Pure)
  • Process Mining in Context: Extending Domain Data Models for Iterative Analysis

    Swevels, A. (Corresponderende auteur), Zerbato, F. & Fahland, D., 8 jun 2026, Advanced Information Systems Engineering: 38th International Conference, CAiSE 2026, Verona, Italy, June 8–12, 2026, Proceedings. Fuentes, L., Plebani, P., Combi, C. & Reijers, H. (reds.). Cham: Springer, Vol. I. blz. 195-212 18 blz. (Lecture Notes in Computer Science (LNCS); vol. 16558).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Visually Retracing and Comparing Filter Steps in Exploratory Process Mining

    Didden, L. (Corresponderende auteur), Fahland, D. & Zerbato, F., 9 jun 2026, Enterprise, Business-Process and Information Systems Modeling: 27th International Conference, BPMDS 2026, and 31st International Conference, EMMSAD 2026, Verona, Italy, June 8–9, 2026, Proceedings. van der Aa, H., Guizzardi, R., Hacks, S. & Pufahl, L. (reds.). Cham: Springer, blz. 73-89 17 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 594).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • What is an Object-Centric Case? An Exploration

    Fahland, D. (Corresponderende auteur) & Montali, M., 2026, Mining a Scientist's Process: Essays Dedicated to Wil van der Aalst on the Occasion of His 60th Birthday. Mendling, J., Leemans, S., van Dongen, B. F. & Reijers, H. (reds.). Springer, blz. 398-425 28 blz. (Lecture Notes in Computer Science; vol. 16480 LNCS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review

  • Best Paper Award BIS 2011

    Fahland, D. (Ontvanger), van Dongen, B. F. (Ontvanger), van der Aalst, W. M. P. (Ontvanger) & de Leoni, M. (Ontvanger), 2011

    Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk

  • Best Paper Award BPM 2011

    Fahland, D. (Ontvanger) & van der Aalst, W. M. P. (Ontvanger), aug. 2011

    Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk

  • Best Paper Award ICPM 2020

    Toosinezhad, Z. (Ontvanger), Köroglu, Ö. (Ontvanger), van der Aalst, W. M. P. (Ontvanger) & Fahland, D. (Ontvanger), 9 okt 2020

    Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk

  • Best Paper Award ICPM 2021

    Menkovski, V. (Ontvanger), Sommers, D. (Ontvanger) & Fahland, D. (Ontvanger), 4 nov 2021

    Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk

  • Best Reviewer Award ICPM 2019

    Fahland, D. (Ontvanger), jun 2019

    Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk