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20122024

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  • 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

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    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

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    1 Citation (Scopus)
    1 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
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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 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

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    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

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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

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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

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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

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    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)
  • 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)
  • 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

    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)
  • 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

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    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

  • 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)
  • 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
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    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)
  • 2019

    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)
  • 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)
  • User-centered and privacy-driven process mining system design for IoT

    Michael, J., Koschmider, A., Mannhardt, F., Baracaldo, N. & Rumpe, B., 2019, Information Systems Engineering in Responsible Information Systems - CAiSE Forum 2019, Proceedings. Ruiz, M. & Cappiello, C. (eds.). Springer, p. 194-206 13 p. (Lecture Notes in Business Information Processing; vol. 350).

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

    22 Citations (Scopus)
  • 2018

    A Framework to Navigate the Privacy Trade-offs for Human-Centred Manufacturing

    Petersen, S. A., Mannhardt, F., Oliveira, M. & Torvatn, H., 2018, Collaborative Networks of Cognitive Systems - 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Proceedings. Rezgui, Y., Afsarmanesh, H. & Camarinha-Matos, L. M. (eds.). Springer, p. 85-97 13 p. (IFIP Advances in Information and Communication Technology; vol. 534).

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

    9 Citations (Scopus)
  • A taxonomy for combining activity recognition and process discovery in industrial environments

    Mannhardt, F., Bovo, R., Oliveira, M. F. & Julier, S., 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Camacho, D., Novais, P., Tallón-Ballesteros, A. J. & Yin, H. (eds.). Springer, p. 84-93 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11315 LNCS).

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

    26 Citations (Scopus)
  • Multi-perspective process mining

    Mannhardt, F., 1 Jan 2018, Proceedings of the Dissertation Award, Demonstration, and Industrial Track at BPM 2018: Sydney, Australia, September 9-14, 2018.. van den Aalst, W., Casati, F., Conforti, R., de Leoni, M., Dumas, M., Kumar, A., Mendling, J., Nepal, S., Pentland, B. & Weber, B. (eds.). CEUR-WS.org, p. 41-45 5 p. (CEUR Workshop Proceedings; no. 2196).

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

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    18 Citations (Scopus)
    154 Downloads (Pure)
  • Privacy Challenges for Process Mining in Human-Centered Industrial Environments

    Mannhardt, F., Petersen, S. A. & Oliveira, M. F., 27 Dec 2018, Proceedings - 2018 International Conference on Intelligent Environments, IE 2018. Institute of Electrical and Electronics Engineers, p. 64-71 8 p. 8595033

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

    48 Citations (Scopus)
  • Revealing work practices in hospitals using process mining

    Mannhardt, F. & Toussaint, P. J., 2018, Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018. Klein, G. O., Karlsson, D., Moen, A. & Ugon, A. (eds.). IOS Press, p. 281-285 5 p. (Studies in Health Technology and Informatics; vol. 247).

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

    4 Citations (Scopus)
  • 2017

    Analyzing the trajectories of patients with sepsis using process mining

    Mannhardt, F. & Blinde, D., 2017, RADAR+EMISA 2017, Essen, Germany, June 12-13, 2017. CEUR-WS.org, p. 72-80 9 p. (CEUR Workshop Proceedings; vol. 1859).

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

    Open Access
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    76 Citations (Scopus)
    574 Downloads (Pure)
  • Data-driven process discovery: revealing conditional infrequent behavior from event logs

    Mannhardt, F., de Leoni, M., Reijers, H. A. & van der Aalst, W. M. P., 2017, Advanced Information Systems Engineering: 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings. Dubois, E. & Pohl, K. (eds.). Cham: Springer, p. 545-560 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10253 LNCS).

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

    Open Access
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    85 Citations (Scopus)
    485 Downloads (Pure)
  • Enhancing process models to improve business performance: a methodology and case studies

    Dees, M., de Leoni, M. & Mannhardt, F., 2017, On the Move to Meaningful Internet Systems. OTM 2017 Conferences: Confederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Rhodes, Greece, October 23-27, 2017, Proceedings, Part I. Panetto, H., Debruyne, C., Gaaloul, W., Papazoglou, M., Paschke, A., Agostino Ardagna, C. & Meersman, R. (eds.). Dordrecht: Springer, p. 232-251 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10573 LNCS).

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

    16 Citations (Scopus)
    5 Downloads (Pure)
  • From low-level events to activities : a pattern-based approach

    Mannhardt, F., de Leoni, M., Reijers, H. A., van der Aalst, W. M. P. & Toussaint, P. J., 2017, 8th International Workshop on Enterprise Modelling and Information Systems Architectures (EMISA 2017), 12-13 June 2017, Essen, Germany. p. 47 (Mitteilungen der GI-Fachgruppe Entwicklungsmethoden für Informationssysteme und deren Anwendung; vol. 37, no. 1).

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

    Open Access
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    133 Downloads (Pure)
  • Heuristic mining revamped : an interactive, data-aware, and conformance-aware miner

    Mannhardt, F., de Leoni, M. & Reijers, H. A., 2017, Proceedings of the BPM Demo Track and BPM Dissertation Award, co-located with 15th International Conference on Business Process Management (BPM 2017), Barcelona, Spain, September 13, 2017. Clarisó, R., Leopold, H., Mendling, J., van der Aalst, W., Kumar, A., Pentland, B. & Weske, M. (eds.). CEUR-WS.org, p. 1-5 (CEUR Workshop Proceedings; vol. 1920).

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

    Open Access
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    11 Citations (Scopus)
    311 Downloads (Pure)
  • Unsupervised event abstraction using pattern abstraction and local process models

    Mannhardt, F. & Tax, N., 2017, RADAR+EMISA 2017, June 12-13, 2017, Essen, Germany. s.l.: CEUR-WS.org, p. 55-63 9 p. (CEUR Workshop Proceedings; vol. 1859).

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

    Open Access
    File
    15 Citations (Scopus)
    147 Downloads (Pure)
  • 2016

    Decision Mining Revisited - Discovering Overlapping Rules

    Mannhardt, F., De Leoni, M., Reijers, H. A. & van der Aalst, W. M. P., 21 May 2016, Advanced Information Systems Engineering: 28th International Conference, CAiSE 2016, Ljubljana, Slovenia, June 13-17, 2016. Proceedings. Nurcan, S., Soffer, P., Bajec, M. & Eder, J. (eds.). Berlin: Springer, p. 377-392 16 p. (Lecture Notes in Computer Science; vol. 9694).

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

    47 Citations (Scopus)
    3 Downloads (Pure)
  • From low-level events to activities - a pattern-based approach

    Mannhardt, F., De Leoni, M., Reijers, H. A., van der Aalst, W. M. P. & Toussaint, P. J., 8 Sept 2016, Business Process Management: Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings. La Rosa, M., Loos, P. & Pastor, O. (eds.). Berlin: Springer, p. 125-141 (Lecture Notes in Computer Science; vol. 9850).

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

    67 Citations (Scopus)
    1 Downloads (Pure)
  • Measuring the precision of multi-perspective process models

    Mannhardt, F., de Leoni, M., Reijers, H. A. & van der Aalst, W. M. P., 2016, Business Process Management Workshops: BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 – September 3, 2015, Revised Papers. Reichert, M. & Reijers, H. A. (eds.). Berlin: Springer, p. 113-125 12 p. (Lecture Notes in Business Information Processing; vol. 256).

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

    12 Citations (Scopus)
    2 Downloads (Pure)
  • 2015

    Extending process logs with events from supplementary sources

    Mannhardt, F., Leoni, de, M. & Reijers, H. A., 2015, Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers). Fournier, F. & Mendling, J. (eds.). Berlin: Springer, p. 235-247 (Lecture notes in business information processing (LNBIP); vol. 202).

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

    12 Citations (Scopus)
  • On the fragmentation of process information : challenges, solutions, and outlook

    Aa, van der, J. H., Leopold, H., Mannhardt, F. & Reijers, H. A., 2015, Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings). Gaaloul, K., Schmidt, R., Nurcan, S., Guerreiro, S. & Ma, Q. (eds.). Berlin: Springer, p. 3-18 (Lecture Notes in Business Information Processing; vol. 214).

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

    19 Citations (Scopus)
  • The multi-perspective process explorer

    Mannhardt, F., de Leoni, M. & Reijers, H. A., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015). Daniel, F. & Zugal, S. (eds.). s.l.: s.n., p. 130-134 (CEUR Workshop Proceedings; vol. 1418).

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    56 Citations (Scopus)
    590 Downloads (Pure)
  • 2013

    Web-based editor for YAWL

    Mannhardt, F., 2013, Proceedings of the First YAWL Symposium, June 7, 2013, Sankt Augustin, Germany. Freytag, T., Hense, A., Hofstede, ter, A. & Mendling, J. (eds.). CEUR-WS.org, p. 62-68 (CEUR Workshop Proceedings; vol. 982).

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