Process Analytics

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  • 2024

    An Experiment on Transfer Learning for Suffix Prediction on Event Logs

    van Luijken, M., Ketykó, I. & Mannhardt, F., 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.). Springer, p. 31-43 13 p. (Lecture Notes in Business Information Processing; vol. 492 LNBIP).

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

    1 Citation (Scopus)
  • 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 proceedingConference contributionAcademicpeer-review

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

    Aali, M. N., Mannhardt, F. & Toussaint, P. J., 2024, Process Mining Workshops - ICPM 2023 International Workshops, 2023, Revised Selected Papers. De Smedt, J. & Soffer, P. (eds.). p. 296-308 13 p. (Lecture Notes in Business Information Processing; vol. 503 LNBIP).

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

    1 Citation (Scopus)
  • Customer journeys and process mining – challenges and opportunities

    Halvorsrud, R., Mannhardt, F., Prillard, O. & Boletsis, C., 1 Jan 2024, International Conference on Exploring Service Science (IESS 2.4). Vol. 62. p. 05002 (ITM Web of Conferences).

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

    Open Access
  • 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 proceedingConference contributionAcademicpeer-review

  • 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

  • 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. Chapter 20. (Lecture Notes in Computer Science (LNCS); vol. 14940).

    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, Advanced Information Systems Engineering - 36th International Conference, CAiSE 2024, Proceedings. Guizzardi, G., Santoro, F., Mouratidis, H. & Soffer, P. (eds.). p. 141-157 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14663 LNCS).

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

    2 Citations (Scopus)
  • Online Next Activity Prediction Under Concept Drifts.

    Kosciuszek, T. & Hassani, M., 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.). p. 335-346 12 p. (Lecture Notes in Business Information Processing; vol. 521).

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

  • Online Prediction Threshold Optimization Under Semi-deferred Labelling

    Spenrath, Y., Hassani, M. & van Dongen, B. F., 2024, 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP). Palpanas, T. & Jagadish, H. V. (eds.). CEUR-WS.org, (CEUR Workshop Proceedings; vol. 3651).

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

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

    Mannhardt, F., 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, Proceedings. Vol. 527. p. 451-461 11 p. Chapter 33. (Lecture Notes in Business Information Processing; vol. 527 LNBIP).

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

  • 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 proceedingConference contributionAcademicpeer-review

    2 Citations (Scopus)
    3 Downloads (Pure)
  • 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
    4 Citations (Scopus)
  • Building User Journey Games from Multi-party Event Logs

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

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

    Open Access
    4 Citations (Scopus)
  • 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 proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
  • Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach

    Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 44-56 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

    Open Access
    3 Citations (Scopus)
  • Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study

    Dubbeldam, A. L., Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 366-377 12 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

  • 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 proceedingConference contributionAcademicpeer-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 proceedingConference contributionAcademicpeer-review

    4 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 proceedingConference contributionAcademicpeer-review

    Open Access
    2 Citations (Scopus)
  • Predicting Patient Care Acuity: An LSTM Approach for Days-to-day Prediction

    Bekelaar, J. W. R., Luime, J. J. & de Carvalho, R. M., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 378-390 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).

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

    Open Access
  • 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 proceedingConference contributionAcademicpeer-review

    3 Citations (Scopus)
  • Smart Selection of Useful Insights from Wearables

    Susaiyah, A., Harma, A., Balloccu, S., Reiter, E. & Petkovic, M., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. Institute of Electrical and Electronics Engineers, (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

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

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

    Bolta, V. & Hassani, M., 2023, Proceedings - 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.). p. 5166-5175 10 p.

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

    Open Access
    4 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 proceedingConference contributionAcademicpeer-review

    5 Citations (Scopus)
  • Event Log Sampling for Predictive Monitoring

    Fani Sani, M., Vazifehdoostirani, M., Park, G., Pegoraro, M., van Zelst, S. J. & van der Aalst, W. M. P., 2022, Process Mining Workshops - ICPM 2021 International Workshops, Revised Selected Papers: ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (eds.). Cham: Springer, p. 154-166 13 p. (Lecture Notes in Business Information Processing; vol. 433).

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

    Open Access
    File
    3 Citations (Scopus)
    169 Downloads (Pure)
  • Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See

    Aysolmaz, B., Cayhani, F. N. & Reijers, H. A., 3 Jun 2022, Advanced Information Systems Engineering: 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Franch, X., Poels, G., Gailly, F. & Snoeck, M. (eds.). Cham: Springer, p. 407-422 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13295 LNCS).

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

    Open Access
    File
    1 Citation (Scopus)
    137 Downloads (Pure)
  • Online Prediction of Aggregated Retailer Consumer Behaviour

    Spenrath, Y., Hassani, M. & van Dongen, B. F., 24 Mar 2022, Process Mining Workshops - ICPM 2021 International Workshops, Revised Selected Papers. Munoz-Gama, J. & Lu, X. (eds.). Springer, p. 211-223 13 p. (Lecture Notes in Business Information Processing; vol. 433 LNBIP).

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

    Open Access
    2 Citations (Scopus)
  • On the Origin of Questions in Process Mining Projects.

    Zerbato, F., Koorn, J. J., Beerepoot, I., Weber, B. & Reijers, H. A., 2022, EDOC. p. 165-181 17 p.

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

  • Quantifying the Re-identification Risk in Published Process Models.

    Maatouk, K. & Mannhardt, F., 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, Vol. 433. p. 382-394 13 p. (Lecture Notes in Business Information Processing (LNBIP)).

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

    Open Access
    3 Citations (Scopus)
  • What Averages Do Not Tell

    Ketykó, I., Mannhardt, F., Hassani, M. & Van Dongen, B. F., 25 Apr 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery, Inc, p. 1128-1131 4 p.

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

    6 Citations (Scopus)
  • 2021

    Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints

    Bliek, L., Guijt, A., Verwer, S. & de Weerdt, M., 7 Jul 2021, GECCO'21 : Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1851-1859 9 p.

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

    Open Access
    14 Citations (Scopus)
  • 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
    15 Citations (Scopus)
  • Combining Deep Reinforcement Learning with Search Heuristics for Solving Multi-Agent Path Finding in Segment-based Layouts

    Reijnen, R., Zhang, Y., Nuijten, W. P. M., Senaras, C. & Goldak, M., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020). IEEE Press, p. 2647-2654 8 p. 9308584

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

    Open Access
    File
    8 Citations (Scopus)
    574 Downloads (Pure)
  • 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)
    342 Downloads (Pure)
  • Data-driven Support of Coaches in Professional Cycling using Race Performance Prediction

    Karetnikov, A., Nuijten, W. & Hassani, M., 2021, icSPORTS 2021 - Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support. Pezarat-Correia, P., Vilas-Boas, J. & Cabri, J. (eds.). SciTePress Digital Library, p. 43-53 11 p.

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

    1 Citation (Scopus)
  • Designing Micro-intelligences for Situated Affective Computing

    Lövei, P., Nazarchuk, I., Aslam, S., Yu, B., Megens, C. J. P. G. & Sidorova, N., 11 Nov 2021, CHIIOT 2021: Workshops on Computer Human Interaction in IoT Applications. Liang, R.-H., Chiumento, A., Pawełczak, P. & Funk, M. (eds.).

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

    1 Citation (Scopus)
  • Detecting Privacy, Data and Control-Flow Deviations in Business Processes

    Mozafari Mehr, A., Medeiros de Carvalho, R. & van Dongen, B. F., 15 Jun 2021, Intelligent Information Systems - CAiSE Forum 2021, Proceedings. Nurcan, S. & Korthaus, A. (eds.). Springer, p. 82-91 10 p. (Lecture Notes in Business Information Processing; vol. 424 LNBIP).

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

    File
    8 Citations (Scopus)
    101 Downloads (Pure)