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ORCIDFelix Mannhardt
Person information
- affiliation: Technical University of Eindhoven, Department of Mathematics and Computer Science, The Netherlands
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2020 – today
- 2024
[j15]Adam Banham
, Arthur H. M. ter Hofstede, Sander J. J. Leemans, Felix Mannhardt, Robert Andrews, Moe Thandar Wynn:
Comparing Conformance Checking for Decision Mining: An Axiomatic Approach. IEEE Access 12: 60276-60298 (2024)- [c50]Alessandro Padella, Felix Mannhardt, Francesco Vinci, Massimiliano de Leoni, Irene Vanderfeesten:
Experience-Based Resource Allocation for Remaining Time Optimization. BPM 2024: 345-362 - [c49]Felix Mannhardt, Ragnhild Halvorsrud, Otas Meironas, Lasse Brurok:
The Quest for the Comprehensive Customer Journey - A Case Study from a C2C Marketplace. BPM (Blockchain and RPA Forum) 2024: 451-461 - [c48]Eva L. Klijn, Felix Mannhardt, Dirk Fahland:
Multi-perspective Concept Drift Detection: Including the Actor Perspective. CAiSE 2024: 141-157 - [c47]Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich:
Control-Flow Reconstruction Attacks on Business Process Models. EDOC 2024: 60-77 - [c46]Ragnhild Halvorsrud, Felix Mannhardt, Ophelia Prillard, Costas Boletsis:
Customer journeys and process mining - challenges and opportunities. IESS 2024: 5002 - [c45]Milad Naeimaei Aali, Felix Mannhardt, Pieter J. Toussaint:
The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients. ICPM Doctoral Consortium / Demo 2024 - [c44]Eva L. Klijn, Irina Tentina, Dirk Fahland, Felix Mannhardt:
Decomposing Process Performance based on Actor Behavior. ICPM 2024: 129-136 - [i8]Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich:
Control-flow Reconstruction Attacks on Business Process Models. CoRR abs/2409.10986 (2024) - [i7]Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint:
The CEKG: A Tool for Constructing Event Graphs in the Care Pathways of Multi-Morbid Patients. CoRR abs/2410.10827 (2024) - 2023
- [c43]Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni:
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking. Petri Nets 2023: 77-98 - [c42]Mathieu van Luijken, István Ketykó, Felix Mannhardt:
An Experiment on Transfer Learning for Suffix Prediction on Event Logs. Business Process Management Workshops 2023: 31-43 - [c41]Massimiliano de Leoni, Francesco Vinci, Sander J. J. Leemans, Felix Mannhardt:
Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve? BPM 2023: 129-145 - [c40]Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, Dirk Fahland:
Event Knowledge Graphs for Auditing: A Case Study. ICPM Workshops 2023: 84-97 - [c39]Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint:
Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper. ICPM Workshops 2023: 296-308 - [e1]Felix Mannhardt, Nour Assy:
Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, CoopIS 2023, Groningen, The Netherlands, October 30 - November 3, 2023. CEUR Workshop Proceedings 3552, CEUR-WS.org 2023 [contents] - 2022
- [j14]Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato:
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127: 103994 (2022) - [j13]Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen:
Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Trans. Manag. Inf. Syst. 13(1): 11:1-11:17 (2022) - [c38]Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers:
Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions. HICSS 2022: 1-10 - [c37]Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen:
Building User Journey Games from Multi-party Event Logs. ICPM Workshops 2022: 71-83 - [c36]Annika L. Dubbeldam, István Ketykó, Renata Medeiros de Carvalho, Felix Mannhardt:
Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay - A Case Study. ICPM Workshops 2022: 366-377 - [c35]Eva L. Klijn, Felix Mannhardt, Dirk Fahland:
Aggregating Event Knowledge Graphs for Task Analysis. ICPM Workshops 2022: 493-505 - [c34]István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen:
What averages do not tell: predicting real life processes with sequential deep learning. SAC 2022: 1128-1131 - [p1]Felix Mannhardt:
Responsible Process Mining. Process Mining Handbook 2022: 373-401 - 2021
- [j12]Niels Martin, Luise Pufahl, Felix Mannhardt:
Detection of batch activities from event logs. Inf. Syst. 95: 101642 (2021) - [c33]Ragnhild Halvorsrud, Felix Mannhardt, Einar Broch Johnsen, Silvia Lizeth Tapia Tarifa:
Smart Journey Mining for Improved Service Quality. SCC 2021: 367-369 - [c32]Mathias Hansson, Kristin Angel, Felix Mannhardt, Knut Kvale:
How Can a Service Provider Utilize Process Mining on Customer Journeys to Gain Actionable Insights for Service Delivery Improvements? BPM Industry Forum 2021: 15-26 - [c31]Eva L. Klijn, Felix Mannhardt, Dirk Fahland:
Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs. BPM (Forum) 2021: 212-229 - [c30]Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint:
Discovering Care Pathways for Multi-morbid Patients Using Event Graphs. ICPM Workshops 2021: 352-364 - [c29]Karim Maatouk, Felix Mannhardt:
Quantifying the Re-identification Risk in Published Process Models. ICPM Workshops 2021: 382-394 - [i6]Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen:
Privacy and Confidentiality in Process Mining - Threats and Research Challenges. CoRR abs/2106.00388 (2021) - [i5]Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint:
Discovering care pathways for multi-morbid patients using event graphs. CoRR abs/2110.00291 (2021) - [i4]István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen:
What Averages Do Not Tell - Predicting Real Life Processes with Sequential Deep Learning. CoRR abs/2110.10225 (2021) - 2020
- [j11]Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker:
Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 109: 101962 (2020) - [j10]Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich:
Quantifying the Re-identication Risk of Event Logs for Process Mining. EMISA Forum 40(1): 23-24 (2020) - [j9]Felix Mannhardt, Agnes Koschmider, Lars Biermann, Jana Lange, Florian Tschorsch, Moe Thandar Wynn:
Trust and Privacy in Process Analytics. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15: 8:1-8:4 (2020) - [c28]Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich:
Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper. CAiSE 2020: 252-267 - [c27]Agnes Koschmider, Dominik Janssen, Felix Mannhardt:
Framework for Process Discovery from Sensor Data. EMISA 2020: 32-38 - [c26]Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoît Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt:
Extensions to the bupaR Ecosystem: An Overview. ICPM Doctoral Consortium / Tools 2020: 43-46 - [c25]Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst:
Process Model Discovery from Sensor Event Data. ICPM Workshops 2020: 69-81 - [i3]Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich:
Quantifying the Re-identification Risk of Event Logs for Process Mining. CoRR abs/2003.10707 (2020)
2010 – 2019
- 2019
- [j8]Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael:
Privacy-Preserving Process Mining - Differential Privacy for Event Logs. Bus. Inf. Syst. Eng. 61(5): 595-614 (2019) - [j7]Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira:
Process Mining and Privacy in Smart Manufacturing. Inform. Spektrum 42(5): 336-339 (2019) - [j6]Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe:
User Centered and Privacy-Driven Process Mining System Design - (Extended Abstract). Inform. Spektrum 42(5): 347-348 (2019) - [j5]Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael:
Privacy-preserving Process Mining: Differential - Privacy for Event Logs (Extended Abstract). Inform. Spektrum 42(5): 349-351 (2019) - [j4]Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira:
A trust and privacy framework for smart manufacturing environments. J. Ambient Intell. Smart Environ. 11(3): 201-219 (2019) - [c24]Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich:
ELPaaS: Event Log Privacy as a Service. BPM (PhD/Demos) 2019: 159-163 - [c23]Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe:
User-Centered and Privacy-Driven Process Mining System Design for IoT. CAiSE Forum 2019: 194-206 - [c22]Felix Mannhardt, Manuel Oliveira, Sobah Abbas Petersen:
Designing a Privacy Dashboard for a Smart Manufacturing Environment. I3E Workshops 2019: 79-85 - [c21]Felix Mannhardt, Petter Arnesen, Andreas D. Landmark:
Estimating the Impact of Incidents on Process Delay. ICPM 2019: 49-56 - [c20]Johannes Cornelis de Man, Felix Mannhardt:
Detailed Performance Diagnosis Based on Production Timestamps: A Case Study. APMS (1) 2019: 708-715 - [r1]Massimiliano de Leoni, Felix Mannhardt:
Decision Discovery in Business Processes. Encyclopedia of Big Data Technologies 2019 - 2018
- [j3]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint:
Guided Process Discovery - A pattern-based approach. Inf. Syst. 76: 1-18 (2018) - [c19]Felix Mannhardt:
Multi-perspective Process Mining. BPM (Dissertation/Demos/Industry) 2018: 41-45 - [c18]Agnes Koschmider, Felix Mannhardt, Tobias Heuser:
On the Contextualization of Event-Activity Mappings. Business Process Management Workshops 2018: 445-457 - [c17]Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier:
A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments. IDEAL (2) 2018: 84-93 - [c16]Sobah Abbas Petersen, Felix Mannhardt, Manuel Fradinho Oliveira, Hans Torvatn:
A Framework to Navigate the Privacy Trade-offs for Human-Centred Manufacturing. PRO-VE 2018: 85-97 - [c15]Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira:
Privacy Challenges for Process Mining in Human-Centered Industrial Environments. Intelligent Environments 2018: 64-71 - [c14]Felix Mannhardt, Pieter J. Toussaint:
Revealing Work Practices in Hospitals Using Process Mining. MIE 2018: 281-285 - 2017
- [j2]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint:
From Low-Level Events to Activities - A Pattern-Based Approach. EMISA Forum 37(1): 47-48 (2017) - [c13]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers:
Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner. BPM (Demos) 2017 - [c12]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst:
Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs. CAiSE 2017: 545-560 - [c11]Felix Mannhardt, Niek Tax:
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. RADAR+EMISA@CAiSE 2017: 55-63 - [c10]Felix Mannhardt, Daan Blinde:
Analyzing the Trajectories of Patients with Sepsis using Process Mining. RADAR+EMISA@CAiSE 2017: 72-80 - [c9]Marcus Dees, Massimiliano de Leoni, Felix Mannhardt:
Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies. OTM Conferences (1) 2017: 232-251 - [i2]Felix Mannhardt, Niek Tax:
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. CoRR abs/1704.03520 (2017) - [i1]Christian Janiesch, Agnes Koschmider, Massimo Mecella, Barbara Weber, Andrea Burattin, Claudio Di Ciccio, Avigdor Gal, Udo Kannengiesser, Felix Mannhardt, Jan Mendling, Andreas Oberweis, Manfred Reichert, Stefanie Rinderle-Ma, WenZhan Song, Jianwen Su, Victoria Torres, Matthias Weidlich, Mathias Weske, Liang Zhang:
The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges. CoRR abs/1709.03628 (2017) - 2016
- [j1]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst:
Balanced multi-perspective checking of process conformance. Computing 98(4): 407-437 (2016) - [c8]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint:
From Low-Level Events to Activities - A Pattern-Based Approach. BPM 2016: 125-141 - [c7]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst:
Decision Mining Revisited - Discovering Overlapping Rules. CAiSE 2016: 377-392 - 2015
- [c6]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst:
Measuring the Precision of Multi-perspective Process Models. Business Process Management Workshops 2015: 113-125 - [c5]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers:
The Multi-perspective Process Explorer. BPM (Demos) 2015: 130-134 - [c4]Han van der Aa, Henrik Leopold, Felix Mannhardt, Hajo A. Reijers:
On the Fragmentation of Process Information: Challenges, Solutions, and Outlook. BMMDS/EMMSAD 2015: 3-18 - 2014
- [c3]Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers:
Extending Process Logs with Events from Supplementary Sources. Business Process Management Workshops 2014: 235-247 - 2013
- [c2]Felix Mannhardt:
Web-based Editor for YAWL. YAWL Symposium 2013: 62-68 - 2012
- [c1]Chathura C. Ekanayake, Felix Mannhardt, Luciano García-Bañuelos, Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede:
Detecting Approximate Clones in Process Model Repositories with Apromore. BPM (Demos) 2012: 29-33
Coauthor Index
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