• 1426
    Citations - based on content available in repository [source: Scopus]
20122024

Content available in repository

Search results

  • 2024

    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 proceedingConference contributionAcademicpeer-review

    Open Access
    File
    2 Citations (Scopus)
    2 Downloads (Pure)
  • 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 proceedingConference contributionAcademicpeer-review

    Open Access
    File
    1 Citation (Scopus)
    1 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, p. 60276-60298 23 p., 10504896.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
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    15 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 p., 05002.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    File
    15 Downloads (Pure)
  • 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. (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 proceedingConference contributionAcademicpeer-review

    Open Access
    File
  • 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 proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)
    1 Downloads (Pure)
  • 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 proceedingConference contributionAcademicpeer-review

    Open Access
    File
    2 Citations (Scopus)
  • 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 proceedingConference contributionAcademicpeer-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 proceedingConference contributionAcademicpeer-review

  • 2023

    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 proceedingConference contributionAcademicpeer-review

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

    Open Access
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    4 Citations (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. (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 proceedingConference contributionAcademicpeer-review

    Open Access
    File
    3 Downloads (Pure)
  • Human in the Data-Driven Zero Defect Manufacturing Loop: Case Examples from Manufacturing Companies

    Arica, E. (Corresponding author), 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. (eds.). Springer, p. 789-796 8 p. (Lecture Notes in Mechanical Engineering (LNME)).

    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

    6 Citations (Scopus)
  • Preface to the CoopIS 2023 Demonstration Track

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

    Research output: Chapter in Book/Report/Conference proceedingForeword/editorialAcademic

  • 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. (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
    6 Citations (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 Mar 2022, In: ACM Transactions on Management Information Systems. 13, 1, 17 p., 11.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    32 Citations (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 others, 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 Mar 2022, In: Journal of Biomedical Informatics. 127, 15 p., 103994.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
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    166 Citations (Scopus)
    259 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. (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)
  • Responsible Process Mining

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

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

    Open Access
    4 Citations (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.

    Research output: Contribution to conferencePaperAcademic

  • 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

    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
    16 Citations (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 p., 101642.

    Research output: Contribution to journalArticleAcademicpeer-review

    23 Citations (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, p. 719-736 18 p.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
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    107 Citations (Scopus)
    62 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)
    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. p. 15-26

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

  • Manufacturing Assistance System

    Duarte De Oliveira, M. F. (Inventor), Mannhardt, F. (Inventor), Cho, Y. (Inventor), Julier, S. J. (Inventor) & Costa, J. C. A. G. (Inventor), 2 Dec 2021, IPC No. G16H 40/ 63 A I, Patent No. US2021373664, Priority date 13 Sept 2019, Priority No. WO2019GB52575

    Research output: PatentPatent publication

  • 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. (eds.). Springer, p. 69-81 13 p. (Lecture Notes in Business Information Processing; vol. 406 LNBIP).

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

    16 Citations (Scopus)
  • Smart Journey Mining for Improved Service Quality

    Halvorsrud, R., Mannhardt, F., Johnsen, E. B. & Tapia Tarifa, S. L., Sept 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. (eds.). p. 367-369 3 p.

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

    7 Citations (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

    Research output: Contribution to journalArticleAcademic

    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. (eds.). Springer, p. 79-85 7 p. (IFIP Advances in Information and Communication Technology; vol. 573 AICT).

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

    1 Citation (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, p. 43-46 4 p. (CEUR Workshop Proceedings; vol. 2703).

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

    Open Access
    2 Citations (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. (eds.). CEUR-WS.org, p. 32-38 7 p. (CEUR Workshop Proceedings; vol. 2628).

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

    Open Access
    File
    17 Citations (Scopus)
    81 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.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-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. (eds.). Springer, p. 252-267 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12127 LNCS).

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

    Open Access
    19 Citations (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, p. 23-24 2 p., 1.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
    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., Sept 2020, In: Artificial Intelligence in Medicine. 109, 14 p., 101962.

    Research output: Contribution to journalArticleAcademicpeer-review

    56 Citations (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 others, Weidlich, M., Weske, M. & Zhang, L., 1 Oct 2020, In: IEEE Systems, Man, and Cybernetics Magazine. 6, 4, p. 34-44

    Research output: Contribution to journalArticleAcademicpeer-review

  • Trust and Privacy in Process Analytics

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

    Research output: Contribution to journalArticleAcademic

    3 Citations (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, p. 201-219 19 p.

    Research output: Contribution to journalArticleAcademicpeer-review

    24 Citations (Scopus)
  • Decision Discovery in Business Processes

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

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionaryAcademicpeer-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. (eds.). Springer, p. 708-715 8 p. (IFIP Advances in Information and Communication Technology; vol. 566).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-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. (eds.). CEUR-WS.org, p. 159-163 (CEUR Workshop Proceedings; vol. 2420).

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

    Open Access
    6 Citations (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, p. 49-56 8 p. 8786065

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

    5 Citations (Scopus)
  • Mining railway traffic control logs

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

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    8 Citations (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. (eds.). Springer, p. 445-457 13 p. (Lecture Notes in Business Information Processing; vol. 342).

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

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

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

    Research output: Contribution to journalArticleProfessional

    1 Citation (Scopus)