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Felix Mannhardt, MSc

dr.

 https://orcid.org/0000-0003-1733-777X
  • 1504
    Citaties
20122024

Onderzoeksresultaten per jaar

Zoekresultaten

  • 2024

    An Experiment on Transfer Learning for Suffix Prediction on Event Logs

    van Luijken, M., Ketykó, I. & Mannhardt, F. (Corresponderende auteur), 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. (uitgave). Cham: Springer, blz. 31-43 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 492).

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

    Open Access
    Bestand
    2 Citaten (Scopus)
    6 Downloads (Pure)

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

    Aali, M. N. (Corresponderende auteur), 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. (uitgave). Cham: Springer, blz. 296-308 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 503).

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

    Open Access
    Bestand
    1 Citaat (Scopus)
    7 Downloads (Pure)

  • Comparing Conformance Checking for Decision Mining: An Axiomatic Approach

    Banham, A. (Corresponding author), ter Hofstede, A. H. M., Leemans, S. J. J., Mannhardt, F., Andrews, R. & Wynn, M. T., 2024, In: IEEE Access. 12, blz. 60276-60298 23 blz., 10504896.

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

    Open Access
    Bestand
    17 Downloads (Pure)

  • Customer journeys and process mining – challenges and opportunities

    Halvorsrud, R., Mannhardt, F., Prillard, O. & Boletsis, C., 1 feb. 2024, In: ITM Web of Conferences. 62, 13 blz., 05002.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Congresartikel › peer review

    Open Access
    Bestand
    53 Downloads (Pure)

  • Decomposing Process Performance based on Actor Behavior

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

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

    Open Access
    Bestand
    3 Downloads (Pure)

  • Event Knowledge Graphs for Auditing: A Case Study

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

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

    Open Access
    Bestand
    1 Citaat (Scopus)
    26 Downloads (Pure)

  • Experience-Based Resource Allocation for Remaining Time Optimization

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

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

    Open Access
    Bestand
    1 Citaat (Scopus)
    2 Downloads (Pure)

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

    Klijn, E. L. (Corresponderende auteur), 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. (uitgave). Cham: Springer, blz. 141-157 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 14663).

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

    Open Access
    Bestand
    3 Citaten (Scopus)
    9 Downloads (Pure)

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

    Aali, M. N. (Corresponderende auteur), 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. (uitgave). CEUR-WS.org, 6 blz. 365. (CEUR Workshop Proceedings; vol. 3783).

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

    Open Access
    Bestand
    3 Downloads (Pure)

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

    Mannhardt, F. (Corresponderende auteur), Halvorsrud, R., Meironas, O. & Brurok, L., 1 sep. 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. (uitgave). Cham: Springer, blz. 451-461 11 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 527).

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

    Open Access
    Bestand
  • 2023

    Aggregating Event Knowledge Graphs for Task Analysis

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

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

    Open Access
    Bestand
    5 Citaten (Scopus)
    9 Downloads (Pure)

  • Building User Journey Games from Multi-party Event Logs

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

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

    Open Access
    Bestand
    4 Citaten (Scopus)
    1 Downloads (Pure)

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

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

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

    Open Access
    Bestand
    1 Citaat (Scopus)
    3 Downloads (Pure)

  • Human in the Data-Driven Zero Defect Manufacturing Loop: Case Examples from Manufacturing Companies

    Arica, E. (Corresponderende auteur), Oliveira, M., Pedersen, T., Mannhardt, F. & Myklebust, O., 25 aug. 2023, Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems: Proceedings of FAIM 2023, June 18–22, 2023, Porto, Portugal, Volume 2: Industrial Management. Silva, F. J., Ferreira, L. P., Sá, J. C., Pereira, M. T. & Pinto, C. M. A. (uitgave). Springer, blz. 789-796 8 blz. (Lecture Notes in Mechanical Engineering (LNME)).

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

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

    de Leoni, M., Vinci, F. (Corresponderende auteur), Leemans, S. J. J. & Mannhardt, F., 1 sep. 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. (uitgave). Cham: Springer, blz. 129-145 17 blz. (Lecture Notes in Computer Science (LNCS); vol. 14159).

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

    Open Access
    Bestand
    5 Citaten (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. (uitgave). Springer, blz. 77-98 22 blz. (Lecture Notes in Computer Science; vol. 13929).

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

    7 Citaten (Scopus)

  • Preface to the CoopIS 2023 Demonstration Track

    Mannhardt, F. & Assy, N., 2023, CoopIS Demonstration Track 2023. CEUR-WS.org, Vol. 3552. (CEUR).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Voorwoord/editorial › Academic

  • 2022

    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. (uitgave). Springer, blz. 352-364 13 blz. (Lecture Notes in Business Information Processing (LNBIP); vol. 433).

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

    Open Access
    6 Citaten (Scopus)

  • Privacy and Confidentiality in Process Mining: Threats and Research Challenges

    Elkoumy, G., Fahrenkrog-Petersen, S. A., Sani, M. F., Koschmider, A., Mannhardt, F., Voigt, S. N. V., Rafiei, M. & Waldthausen, L. V., 1 mrt. 2022, In: ACM Transactions on Management Information Systems. 13, 1, 17 blz., 11.

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

    Open Access
    34 Citaten (Scopus)

  • Process mining for healthcare: Characteristics and challenges

    Munoz-gama, J. (Corresponding author), Martin, N., Fernandez-llatas, C., Johnson, O. A., Sepúlveda, M., Helm, E., Galvez-yanjari, V., Rojas, E., Martinez-millana, A., Aloini, D., Amantea, I. A., Andrews, R., Arias, M., Beerepoot, I., Benevento, E., Burattin, A., Capurro, D., Carmona, J., Comuzzi, M. & Dalmas, B. & 30 anderen, De La Fuente, R., Di Francescomarino, C., Di Ciccio, C., Gatta, R., Ghidini, C., Gonzalez-lopez, F., Ibanez-sanchez, G., Klasky, H. B., Prima Kurniati, A., Lu, X., Mannhardt, F., Mans, R., Marcos, M., Medeiros De Carvalho, R., Pegoraro, M., Poon, S. K., Pufahl, L., Reijers, H. A., Remy, S., Rinderle-ma, S., Sacchi, L., Seoane, F., Song, M., Stefanini, A., Sulis, E., Ter Hofstede, A. H. M., Toussaint, P. J., Traver, V., van der Aalst, W. M. P. & Vanwersch, R., 1 mrt. 2022, In: Journal of Biomedical Informatics. 127, 15 blz., 103994.

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

    Open Access
    Bestand
    184 Citaten (Scopus)
    265 Downloads (Pure)

  • 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. (uitgave). Springer, Vol. 433. blz. 382-394 13 blz. (Lecture Notes in Business Information Processing (LNBIP)).

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

    Open Access
    3 Citaten (Scopus)

  • Responsible Process Mining

    Mannhardt, F. (Corresponderende auteur), 27 jun. 2022, Process Mining Handbook. van der Aalst, W. M. P. & Carmona, J. (uitgave). Springer, blz. 373-401 29 blz. (Lecture Notes in Business Information Processing; vol. 448).

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

    Open Access
    Bestand
    6 Citaten (Scopus)

  • Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions

    Koorn, J. J., Lu, X., Mannhardt, F., Leopold, H. & Reijers, H. A., 2022.

    Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

  • 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, blz. 1128-1131 4 blz.

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

    7 Citaten (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. (uitgave). blz. 212-229 18 blz. (Lecture Notes in Business Information Processing; vol. 427 LNBIP).

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

    Open Access
    16 Citaten (Scopus)

  • Detection of batch activities from event logs

    Martin, N. (Corresponding author), Pufahl, L. (Corresponding author) & Mannhardt, F., jan. 2021, In: Information Systems. 95, 23 blz., 101642.

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

    25 Citaten (Scopus)

  • Event abstraction in process mining: literature review and taxonomy

    van Zelst, S. J. (Corresponding author), Mannhardt, F., de Leoni, M. & Koschmider, A., jul. 2021, In: Granular Computing. 6, 3, blz. 719-736 18 blz.

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

    Open Access
    Bestand
    118 Citaten (Scopus)
    71 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. (uitgave). CEUR-WS.org, blz. 49-50 2 blz. (CEUR Workshop Proceedings; vol. 3098).

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

    Open Access
    Bestand
    1 Citaat (Scopus)
    124 Downloads (Pure)

  • How Can a Service Provider Utilize Process Mining on Customer Journeys to Gain Actionable Insights for Service Delivery Improvements?

    Hansson, M., Angel, K., Mannhardt, F. & Kvale, K., 2021, Proceedings of the Industry Forum at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6-10, 2021. CEUR-WS.org, Vol. 3112. blz. 15-26

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

  • Manufacturing Assistance System

    Duarte De Oliveira, M. F. (Uitvinder), Mannhardt, F. (Uitvinder), Cho, Y. (Uitvinder), Julier, S. J. (Uitvinder) & Costa, J. C. A. G. (Uitvinder), 2 dec. 2021, IPC-nummer G16H 40/ 63 A I, Octrooi Nr. US2021373664, Prioriteitsdatum 13 sep. 2019, Prioriteitsnummer WO2019GB52575

    Onderzoeksoutput: Octrooi › Octrooi-publicatie

  • Process Model Discovery from Sensor Event Data

    Janssen, D., Mannhardt, F., Koschmider, A. & van Zelst, S. J., 2021, Process Mining Workshops - ICPM 2020 International Workshops, Revised Selected Papers. Leemans, S. & Leopold, H. (uitgave). Springer, blz. 69-81 13 blz. (Lecture Notes in Business Information Processing; vol. 406 LNBIP).

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

    20 Citaten (Scopus)

  • Smart Journey Mining for Improved Service Quality

    Halvorsrud, R., Mannhardt, F., Johnsen, E. B. & Tapia Tarifa, S. L., sep. 2021, Proceedings - 2021 IEEE International Conference on Services Computing, SCC 2021. Carminati, B., Chang, C. K., Damiani, E., Shuiguang, D., Tan, W., Wang, Z., Ward, R. & Zhang, J. (uitgave). blz. 367-369 3 blz.

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

    7 Citaten (Scopus)

  • What Averages Do Not Tell - Predicting Real Life Processes with Sequential Deep Learning

    Ketykó, I., Mannhardt, F., Hassani, M. & van Dongen, B. F., 2021, In: CoRR. abs/2110.10225

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

    Open Access
  • 2020

    Designing a Privacy Dashboard for a Smart Manufacturing Environment

    Mannhardt, F., Oliveira, M. & Petersen, S. A., 2020, Digital Transformation for a Sustainable Society in the 21st Century - I3E 2019 IFIP WG 6.11 International Workshops, Revised Selected Papers. Pappas, I. O., Pappas, I. O., Mikalef, P., Jaccheri, L., Krogstie, J., Dwivedi, Y. K. & Mäntymäki, M. (uitgave). Springer, blz. 79-85 7 blz. (IFIP Advances in Information and Communication Technology; vol. 573 AICT).

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

    1 Citaat (Scopus)

  • Extensions to the bupaR Ecosystem: An Overview

    Janssenswillen, G., Mannhardt, F., Creemers, M., Depaire, B., Jans, M., Jooken, L., Martin, N. & Van Houdt, G., 2020, Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020). CEUR-WS.org, blz. 43-46 4 blz. (CEUR Workshop Proceedings; vol. 2703).

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

    Open Access
    2 Citaten (Scopus)

  • Framework for process discovery from sensor data

    Koschmider, A., Janssen, D. & Mannhardt, F., 2020, EMISA 2020 : Enterprise Modeling and Information Systems Architectures 2020: 10th International Workshop on Enterprise Modeling and Information Systems Architectures. Koschmider, A., Michael, J. & Thalheim, B. (uitgave). CEUR-WS.org, blz. 32-38 7 blz. (CEUR Workshop Proceedings; vol. 2628).

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

    Open Access
    Bestand
    20 Citaten (Scopus)
    92 Downloads (Pure)

  • MINING E-MAIL CONVERSATIONS TO ENRICH EVENT LOGS: AN EXPLORATORY CASE STUDY OF A HIRING PROCESS IN A NORWEGIAN MUNICIPALITY

    Goday-Verdaguer , A., Mannhardt, F. & Torvatn, H. Y., 2020, Proceedings of the NOKOBIT conference 24-25th of November 2020 . Vol. 28.

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

    Open Access

  • Quantifying the Re-identification Risk of Event Logs for Process Mining: Empiricial Evaluation Paper

    Nuñez von Voigt, S., Fahrenkrog-Petersen, S. A., Janssen, D., Koschmider, A., Tschorsch, F., Mannhardt, F., Landsiedel, O. & Weidlich, M., 2020, Advanced Information Systems Engineering - 32nd International Conference, CAiSE 2020, Proceedings. Dustdar, S., Yu, E., Pant, V., Salinesi, C. & Rieu, D. (uitgave). Springer, blz. 252-267 16 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12127 LNCS).

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

    Open Access
    20 Citaten (Scopus)

  • Quantifying the Re-identification Risk of Event Logs for Process Mining

    Voigt, S. N. V., Fahrenkrog-Petersen, S. A., Janssen, D., Koschmider, A., Tschorsch, F., Mannhardt, F., Landsiedel, O. & Weidlich, M., 2020, In: EMISA Forum. 40, 1, blz. 23-24 2 blz., 1.

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

    Open Access
    Bestand
    23 Downloads (Pure)

  • Recommendations for enhancing the usability and understandability of process mining in healthcare

    Martin, N. (Corresponding author), De Weerdt, J., Fernández-Llatas, C., Gal, A., Gatta, R., Ibáñez, G., Johnson, O., Mannhardt, F., Marco-Ruiz, L., Mertens, S., Munoz-Gama, J., Seoane, F., Vanthienen, J., Wynn, M. T., Boilève, D. B., Bergs, J., Joosten-Melis, M., Schretlen, S. & Acker, B. V., sep. 2020, In: Artificial Intelligence in Medicine. 109, 14 blz., 101962.

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

    57 Citaten (Scopus)

  • The Internet of Things Meets Business Process Management: A Manifesto

    Janiesch, C., Koschmider, A., Mecella, M., Weber, B., Burattin, A., Di Ciccio, C., Fortino, G., Gal, A., Kannengiesser, U., Leotta, F., Mannhardt, F., Marrella, A., Mendling, J., Oberweis, A., Reichert, M., Rinderle-ma, S., Serral, E., Song, W., Su, J. & Torres, V. & 3 anderen, Weidlich, M., Weske, M. & Zhang, L., 1 okt. 2020, In: IEEE Systems, Man, and Cybernetics Magazine. 6, 4, blz. 34-44

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

  • Trust and Privacy in Process Analytics

    Mannhardt, F., Koschmider, A., Biermann, L., Lange, J., Tschorsch, F. & Wynn, M., 23 mrt. 2020, In: Enterprise Modelling and Information Systems Architectures (EMISAJ). 15, 8

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

    3 Citaten (Scopus)
  • 2019

    A trust and privacy framework for smart manufacturing environments

    Mannhardt, F. (Corresponding author), Petersen, S. A. & Oliveira, M. F., 2019, In: Journal of Ambient Intelligence and Smart Environments. 11, 3, blz. 201-219 19 blz.

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

    24 Citaten (Scopus)

  • Decision Discovery in Business Processes

    Leoni, M. D. & Mannhardt, F., 2019, Encyclopedia of Big Data Technologies.

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

  • Detailed Performance Diagnosis Based on Production Timestamps: A Case Study

    de Man, J. C. & Mannhardt, F., 2019, Advances in Production Management Systems. Production Management for the Factory of the Future - IFIP WG 5.7 International Conference, APMS 2019, Proceedings. Ameri, F., Stecke, K. E., von Cieminski, G. & Kiritsis, D. (uitgave). Springer, blz. 708-715 8 blz. (IFIP Advances in Information and Communication Technology; vol. 566).

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

  • ELPaaS: Event log privacy as a service

    Bauer, M., Fahrenkrog-Petersen, S. A., Koschmider, A., Mannhardt, F., van der Aa, H. & Weidlich, M., 2019, BPMT 2019 BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track: Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019). Depaire, B., de Smedt, J. & Dumas, M. (uitgave). CEUR-WS.org, blz. 159-163 (CEUR Workshop Proceedings; vol. 2420).

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

    Open Access
    6 Citaten (Scopus)

  • Estimating the impact of incidents on process delay

    Mannhardt, F., Arnesen, P. & Landmark, A. D., jun. 2019, Proceedings - 2019 International Conference on Process Mining, ICPM 2019. Institute of Electrical and Electronics Engineers, blz. 49-56 8 blz. 8786065

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

    6 Citaten (Scopus)

  • Mining railway traffic control logs

    Mannhardt, F. (Corresponding author) & Landmark, A. D., 2019, In: Transportation Research Procedia. 37, blz. 227-234 8 blz.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Congresartikel › peer review

    Open Access
    9 Citaten (Scopus)

  • On the Contextualization of Event-Activity Mappings

    Koschmider, A., Mannhardt, F. & Heuser, T., 2019, Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers. Daniel, F., Sheng, Q. Z. & Motahari, H. (uitgave). Springer, blz. 445-457 13 blz. (Lecture Notes in Business Information Processing; vol. 342).

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

    25 Citaten (Scopus)

  • Privacy-preserving Process Mining: Differential: Privacy for Event Logs (Extended Abstract)

    Mannhardt, F., Koschmider, A., Baracaldo, N., Weidlich, M. & Michael, J., 1 okt. 2019, In: Informatik-Spektrum. 42, 5, blz. 349-351 3 blz.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Professioneel

    1 Citaat (Scopus)