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Felix Mannhardt is an Assistant Professor in the Process Analytics group at the Department of Mathematics and Computer Science at Eindhoven University of Technology (TU/e). He is also co-founder of KIT-AR and works there part-time as Principal Data Scientist. KIT-AR builds an innovate industrial AR solution.
Felix's research interest is the development and application of Process Mining methods related to low-level event data (event abstraction, activity recognition, sensor data, multi-perspective event logs), related to conformance checking (combination of control-flow with rules over data), as well as related to trust and privacy concerns (privacy-preserving methods, privacy and trust models).
Felix obtained his PhD from Eindhoven University of Technology in 2018 based on his thesis on Multi-perspective Process Mining under the supervision of Hajo Reijers and Wil van der Aalst. The thesis received awards both from the academic community through the Process Mining Dissertation Award 2019 at the 1st International Conference on Process Mining (ICPM) as well as from the industrial side with the Cleonis Thesis Award at Celosphere 2019. After his PhD, he worked for three years as Research Scientist at the Norwegian research institute SINTEF in Trondheim and was appointed part-time Associate Professor at the Norwegian University of Science and Technology (NTNU) in 2019. Felix published more 30 peer-reviewed publications and also contributed contributed significantly to the leading open-source Process Mining frameworks ProM and bupaR. He organised several workshops on Trust and Privacy aspects of Process Analytics at major conferences (I3E and ICPM) and served on the program committe of several workshops as well as the BPM and ICPM conferences.
Understanding the right granularity of data and refining it to that granularity are fundamental problems for data and process science both regarding generating value from data and regarding ethical questions.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Research output: Contribution to conference › Paper › Academic
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Mannhardt, F. (Creator), 4TU.Centre for Research Data, 7 Dec 2016
DOI: 10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460
Dataset
Mannhardt, F. (Creator), Eindhoven University of Technology, 8 Dec 2016
DOI: 10.4121/uuid:32cad43f-8bb9-46af-8333-48aae2bea037
Dataset
Mannhardt, F. (Creator), 4TU.Centre for Research Data, 1 Aug 2017
DOI: 10.4121/uuid:76c46b83-c930-4798-a1c9-4be94dfeb741
Dataset
de Leoni, M. (Creator) & Mannhardt, F. (Creator), 4TU.Centre for Research Data, 10 Feb 2015
DOI: 10.4121/uuid:270fd440-1057-4fb9-89a9-b699b47990f5
Dataset
Mannhardt, Felix (Recipient), 2018
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Mannhardt, Felix (Recipient), 2015
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Mannhardt, Felix (Recipient), 2016
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Mannhardt, Felix (Recipient), 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Mannhardt, Felix (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific