Process Analytics

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    Groene Loper 5, Metaforum, room MF 7.065

    5612 AE Eindhoven

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    P.O. Box 513, Department of Mathematics and Computer Science

    5600 MB Eindhoven

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  • 2024

    A Framework to Support the Validation of Process Mining Inquiries

    Zerbato, F. (Corresponding author), Franceschetti, M. & Weber, B., 30 Aug 2024, Business Process Management Forum: BPM 2024 Forum, Krakow, Poland, September 1–6, 2024, Proceedings. Marella, A., Resinas, M., Jans, M. & Rosemann, M. (eds.). Cham: Springer, p. 249-266 18 p. ( Lecture Notes in Business Information Processing (LNBIP); vol. 526).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • An Experiment on Transfer Learning for Suffix Prediction on Event Logs

    van Luijken, M., Ketykó, I. & Mannhardt, F. (Corresponding author), 11 Jan 2024, Business Process Management Workshops: BPM 2023 International Workshops, Utrecht, The Netherlands, September 11–15, 2023, Revised Selected Papers. De Weerdt, J. & Pufahl, L. (eds.). Cham: Springer, p. 31-43 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 492).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    2 Citations (Scopus)

  • A Universal Approach to Feature Representation in Dynamic Task Assignment Problems

    Lo Bianco, R. (Corresponding author), Dijkman, R. M. & Nuijten, W. P. M., 30 Aug 2024, Business Process Management Forum: BPM 2024 Forum, Krakow, Poland, September 1-6, 2024, Proceedings. Marrella, A., Resinas, M., Jans, M. & Rosemann, M. (eds.). Cham: Springer, p. 197-213 17 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction

    Choudhary, H. & Hassani, M., 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. p. 218-220 3 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper

    Aali, M. N. (Corresponding author), Mannhardt, F. & Toussaint, P. J., 13 Apr 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). Cham: Springer, p. 296-308 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    1 Citation (Scopus)

  • Decomposing Process Performance based on Actor Behavior

    Klijn, E. L., Tentina, I., Fahland, D. & Mannhardt, F., 25 Sept 2024, 2024 6th International Conference on Process Mining, ICPM 2024. Lu, X., Pufahl, L. & Song, M. (eds.). Institute of Electrical and Electronics Engineers, p. 129-136 8 p. 10680657

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Discovery of Object-Centric Declarative Models

    Christfort, A. K. F., Rivkin, A., Fahland, D., Hildebrandt, T. T. & Slaats, T., 25 Sept 2024, 2024 6th International Conference on Process Mining, ICPM 2024. Lu, X., Pufahl, L. & Song, M. (eds.). Institute of Electrical and Electronics Engineers, p. 121-128 8 p. 10680680

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Event Knowledge Graphs for Auditing: A Case Study

    Klijn, E. L., Preuss, D., Imeri, L., Baumann, F., Mannhardt, F. & Fahland, D. (Corresponding author), 13 Apr 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). Cham: Springer, p. 84-97 14 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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  • Experience-Based Resource Allocation for Remaining Time Optimization

    Padella, A., Mannhardt, F., Vinci, F., De leoni, M. & Vanderfeesten, I., 2 Sept 2024, Business Process Management: 22nd International Conference, BPM 2024, Krakow, Poland, September 1–6, 2024, Proceedings. Marrella, A., Resinas, M., Jans, M. & Rosemann, M. (eds.). Cham: Springer, p. 345-362 18 p. (Lecture Notes in Computer Science (LNCS); vol. 14940).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    1 Citation (Scopus)
    1 Downloads (Pure)

  • Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge

    Berti, A. (Corresponding author), Jessen, U., van der Aalst, W. M. P. & Fahland, D., 2024, BPM-D 2024: Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2024 co-located with 22nd International Conference on Business Process Management (BPM 2024) Krakow, Poland, September 1st to 6th, 2024. CEUR-WS.org, p. 162-168 7 p. (CEUR Workshop Proceedings; vol. 3758).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    19 Downloads (Pure)

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

    Swevels, A. (Corresponding author), Fahland, D. & Montali, M., 13 Apr 2024, Process Mining Workshops: ICPM 2023 International Workshops, Rome, Italy, October 23–27, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). Cham: Springer, p. 431-443 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    2 Citations (Scopus)

  • Multi-perspective Concept Drift Detection: Including the Actor Perspective

    Klijn, E. L. (Corresponding author), Mannhardt, F. & Fahland, D., 3 Jun 2024, Advanced Information Systems Engineering: 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings. Guizzardi, G., Santoro, F., Mouratidis, H. & Soffer, P. (eds.). Cham: Springer, p. 141-157 17 p. (Lecture Notes in Computer Science (LNCS); vol. 14663).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    2 Citations (Scopus)

  • Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

    Smit, I. G., Wu, Y. (Corresponding author), Troubil, P., Zhang, Y. & Nuijten, W. P. M., 18 Dec 2024, (Accepted/In press) The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25). AAAI Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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    3 Downloads (Pure)

  • Online Next Activity Prediction Under Concept Drifts

    Kosciuszek, T. & Hassani, M. (Corresponding author), 1 Jun 2024, Advanced Information Systems Engineering Workshops: CAiSE 2024 International Workshops, Limassol, Cyprus, June 3–7, 2024, Proceedings. Almeida, J. P. A., Di Ciccio, C. & Kalloniatis, C. (eds.). Cham: Springer, p. 335-346 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 521).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    1 Citation (Scopus)

  • Online Prediction Threshold Optimization Under Semi-deferred Labelling

    Spenrath, Y. (Corresponding author), Hassani, M. & van Dongen, B. F., 2024, EDBT/ICDT-WS 2024 : EDBT/ICDT 2024 Workshops: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference. Palpanas, T. & Jagadish, H. V. (eds.). CEUR-WS.org, 8 p. (CEUR Workshop Proceedings; vol. 3651).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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  • The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients

    Aali, M. N. (Corresponding author), Mannhardt, F. & Toussaint, P. J., 2024, Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 co-located with the 6th International Conference on Process Mining (ICPM 2024) Copenhagen, Denmark, October 15, 2024. De Weerdt, J., Meroni, G., van der Aa, H. & Winter, K. (eds.). CEUR-WS.org, 6 p. 365. (CEUR Workshop Proceedings; vol. 3783).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    2 Downloads (Pure)

  • The Quest for the Comprehensive Customer Journey - A Case Study from a C2C Marketplace

    Mannhardt, F. (Corresponding author), Halvorsrud, R., Meironas, O. & Brurok, L., 1 Sept 2024, Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum: BPM 2024 Blockchain, RPA, CEE, Educators and Industry Forum, Krakow, Poland, September 1–6, 2024, Proceedings. Di Ciccio, C., Fdhila, W., Agostinelli, S., Amyot, D., Leopold, H., Krčál, M., Malinova Mandelburger, M., Polančič, G., Tomičić-Pupek, K., Gdowska, K., Grisold, T., Sliż, P., Beerepoot, I., Gabryelczyk, R. & Plattfaut, R. (eds.). Cham: Springer, p. 451-461 11 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 527).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Using Human Mobility Patterns to Forecast Outliers in Citizen Complaints Data

    Bolta, V. & Hassani, M., 22 Jan 2024, 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers, p. 5166-5175 10 p. 10386331

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    1 Downloads (Pure)
  • 2023

    Action-Evolution Petri Nets: a Framework for Modeling and Solving Dynamic Task Assignment Problems

    Lo Bianco, R., Dijkman, R. M., Nuijten, W. P. M. & van Jaarsveld, W. L., 1 Sept 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. 216-231 16 p. (Lecture Notes in Computer Science (LNCS); vol. 14159).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)
    4 Downloads (Pure)

  • Aggregating Event Knowledge Graphs for Task Analysis

    Klijn, E. L. (Corresponding author), Mannhardt, F. & Fahland, D., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 493-505 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    4 Citations (Scopus)
    2 Downloads (Pure)

  • Building User Journey Games from Multi-party Event Logs

    Kobialka, P. (Corresponding author), Mannhardt, F., Tapia Tarifa, S. L. & Johnsen, E. B., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 71-83 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    4 Citations (Scopus)
    1 Downloads (Pure)

  • Can we Learn from Outliers? Unsupervised Optimization of Intelligent Vehicle Traffic Management Systems

    Mertens, T. & Hassani, M., 18 Mar 2023, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part VI. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer, p. 521-537 17 p. (Lecture Notes in Computer Science (LNCS); vol. 13718).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    1 Citation (Scopus)

  • Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach

    Mozafari Mehr, A. S. (Corresponding author), M. de Carvalho, R. & van Dongen, B., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Cham: Springer, p. 44-56 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    3 Citations (Scopus)
    1 Downloads (Pure)

  • Do Process Analysts Care About the Metadata of Event Logs?

    Zhou, H., Zerbato, F., Weber, B., Indulska, M. & Sadiq, S., 2023, ACIS.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study

    Dubbeldam, A. L. (Corresponding author), Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 366-377 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    2 Downloads (Pure)

  • 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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-review

    2 Citations (Scopus)
    2 Downloads (Pure)

  • Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?

    de Leoni, M., Vinci, F., Leemans, S. J. J. & Mannhardt, F., 2023, Business Process Management - 21st International Conference, BPM 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (eds.). Springer, p. 129-145 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14159 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    5 Citations (Scopus)

  • Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking

    Mannhardt, F., Leemans, S. J. J., Schwanen, C. T. & de Leoni, M., 2023, Application and Theory of Petri Nets and Concurrency - 44th International Conference, PETRI NETS 2023, Proceedings. Gomes, L. & Lorenz, R. (eds.). Springer, p. 77-98 22 p. (Lecture Notes in Computer Science; vol. 13929).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    6 Citations (Scopus)

  • 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 proceeding › Conference contribution › Academic › peer-review

    Open Access

  • PEM4PPM: A Cognitive Perspective on the Process of Process Mining.

    Sorokina, E., Soffer, P., Hadar, I., Leron, U., Zerbato, F. & Weber, B., 2023, Business Process Management - 21st International Conference, BPM 2023, Proceedings. Di Francescomarino, C., Burattin, A., Janiesch, C. & Sadiq, S. (eds.). p. 465-481 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14159 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • Predicting Activities of Interest in the Remainder of Customer Journeys Under Online Settings.

    Wolters, L. & Hassani, M., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). p. 145-157 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    2 Citations (Scopus)

  • Predicting Patient Care Acuity: An LSTM Approach for Days-to-day Prediction

    Bekelaar, J. W. R. (Corresponding author), Luime, J. J. & de Carvalho, R. M., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Cham: Springer, p. 378-390 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    1 Downloads (Pure)

  • PrefixCDD: Effective Online Concept Drift Detection over Event Streams using Prefix Trees.

    Huete, J., Qahtan, A. A. & Hassani, M., 2023, COMPSAC. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). p. 328-333 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    4 Citations (Scopus)

  • Process Mining from Jira Issues at a Large Company

    Coremans, B., Klomp, A. L., Rukmono, S. A., Krüger, J., Fahland, D. & Chaudron, M. R. V., 11 Dec 2023, 2023 IEEE International Conference on Software Maintenance and Evolution, ICSME 2023. Institute of Electrical and Electronics Engineers, p. 425-435 11 p. 10336283

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    146 Downloads (Pure)

  • ProMiSE: Process Mining Support for End-Users.

    Zerbato, F., Zimmermann, L., Völzer, H. & Weber, B., 2023, CAiSE Research Projects Exhibition. CEUR-WS.org, p. 60-67 8 p. (CEUR Workshop Proceedings; vol. 3413).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    2 Citations (Scopus)

  • Supporting Provenance and Data Awareness in Exploratory Process Mining

    Zerbato, F. (Corresponding author), Burattin, A., Völzer, H., Becker, P. N., Boscaini, E. & Weber, B., 8 Jun 2023, Advanced Information Systems Engineering. CAiSE 2023. Indulska, M., Reinhartz-Berger, I., Cetina, C. & Pastor, O. (eds.). Springer, p. 454-470 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13901 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    6 Citations (Scopus)

  • 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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-review

  • 2022

    Aligning Event Logs to Resource-Constrained ν -Petri Nets

    Sommers, D., Sidorova, N. & van Dongen, B., 2022, Application and Theory of Petri Nets and Concurrency - 43rd International Conference, PETRI NETS 2022, Proceedings. Bernardinello, L. & Petrucci, L. (eds.). Springer, p. 325-345 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13288 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns

    Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2022, Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Proceedings. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (eds.). Springer, p. 397-412 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13725 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • An insight to nurse workload: predicting activities in the next shift and analyzing bedside alarms influence

    de Carvalho, R. M., Nguyen, H., Heetveld, M. & Luime, J., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022. Bui, T. X. (ed.). IEEE Computer Society, p. 4108-4117 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • BitBooster: Effective Approximation of Distance Metrics via Binary Operations

    Spenrath, Y., Hassani, M. & Van Dongen, B. F., 27 Jun 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers, p. 201-210 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Conformance Checking: A Systemic View.

    Dongen, B. F. V., 2022, Business Process Management Workshops - BPM 2021 International Workshops, Revised Selected Papers. Marrella, A. & Weber, B. (eds.). p. 61-72 12 p. (Lecture Notes in Business Information Processing; vol. 436 LNBIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    2 Citations (Scopus)

  • 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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-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 proceeding › Conference contribution › Academic › peer-review

    Open Access
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    83 Downloads (Pure)

  • Discovering an S-Coverable WF-net using DiSCover

    Verbeek, H. M. W., 2022, Proceedings of the 2022 4th International Conference on Process Mining (ICPM 2022). Burattin, A., Polyvyanyy, A. & Weber, B. (eds.). IEEE Press, p. 64-71 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    2 Citations (Scopus)

  • Discovering Care Pathways for Multi-morbid Patients Using Event Graphs

    Aali, M. N., Mannhardt, F. & Toussaint, P. J., 2022, Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers.. Munoz-Gama, J. & Lu, X. (eds.). Springer, p. 352-364 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 433).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    5 Citations (Scopus)

  • Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection

    Andersen, E., Chiarandini, M., Hassani, M., Janicke, S., Tampakis, P. & Zimek, A., 2022, Proceedings - 2022 23rd IEEE International Conference on Mobile Data Management, MDM 2022. Institute of Electrical and Electronics Engineers, p. 64-69 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    6 Citations (Scopus)