• 262 Citations
20122018

Research output per year

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Personal profile

Research profile

Received a MSc in Computer Science in 2013 and a BSc in Business Information Systems in 2010, both from Bonn-Rhein-Sieg University of Applied Sciences.

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Research Output

  • 262 Citations
  • 15 Conference contribution
  • 5 Report
  • 2 Article
  • 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)

Guided process discovery: a pattern-based approach

Mannhardt, F., de Leoni, M., Reijers, H. A., van der Aalst, W. M. P. & Toussaint, P., Jul 2018, In : Information Systems. 76, p. 1-18 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
  • 15 Citations (Scopus)
    221 Downloads (Pure)

    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

    Open Access
    File
  • Multi-perspective process mining

    Mannhardt, F., 7 Feb 2018, Eindhoven: Technische Universiteit Eindhoven. 379 p.

    Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

    Open Access
    File

    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
    File
  • 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
    File
  • 29 Citations (Scopus)
    208 Downloads (Pure)

    Datasets

    Sepsis Cases - event log

    Mannhardt, F. (Creator), 4TU.Centre for Research Data, 2016

    Dataset

    Hospital Billing - Event Log

    Mannhardt, F. (Creator), 4TU.Centre for Research Data, Aug 2017

    Dataset

    Road traffic fine management process

    de Leoni, M. (Creator), Mannhardt, F. (Creator), 4TU.Centre for Research Data, 2015

    Dataset

    Prizes

    BPM 2015 - Best Demo Award

    Felix Mannhardt (Recipient), 2015

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

    BPM 2016 - Best Student Paper Award

    Felix Mannhardt (Recipient), 2016

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • Press / Media

    Celonis Honors Customers, Partners and Academic...

    F. Mannhardt

    4/04/19

    2 items of Media coverage

    Press/Media: Expert Comment

    Student theses

    A visual language to check conformance of multi-perspective process models against event logs: definition, implementation, and evaluation

    Author: van Balkom, R., 28 Nov 2016

    Supervisor: de Leoni, M. (Supervisor 1), Mannhardt, F. (Supervisor 2) & Chituc, C. (Supervisor 2)

    Student thesis: Master

    Combining event logs with supplementary events

    Author: Stevandy, C., 31 Aug 2015

    Supervisor: Reijers, H. (Supervisor 1), Mannhardt, F. (Supervisor 2) & Eshuis, H. (Supervisor 2)

    Student thesis: Master

    File