Felix Mannhardt

According to our database, Felix Mannhardt authored at least 60 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Event Knowledge Graphs for Auditing: A Case Study.

Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, Dirk Fahland

Proceedings of the Process Mining Workshops, 2023

Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper.

Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint

Proceedings of the Process Mining Workshops, 2023

An Experiment on Transfer Learning for Suffix Prediction on Event Logs.

Mathieu van Luijken, István Ketykó, Felix Mannhardt

Proceedings of the Business Process Management Workshops, 2023

Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?

Massimiliano de Leoni, Francesco Vinci, Sander J. J. Leemans, Felix Mannhardt

Proceedings of the Business Process Management - 21st International Conference, 2023

Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking.

Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2023

2022

Privacy and Confidentiality in Process Mining: Threats and Research Challenges.

Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen

ACM Trans. Manag. Inf. Syst., 2022

Process mining for healthcare: Characteristics and challenges.

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

J. Biomed. Informatics, 2022

What averages do not tell: predicting real life processes with sequential deep learning.

István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Building User Journey Games from Multi-party Event Logs.

Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen

Proceedings of the Process Mining Workshops, 2022

Aggregating Event Knowledge Graphs for Task Analysis.

Eva L. Klijn, Felix Mannhardt, Dirk Fahland

Proceedings of the Process Mining Workshops, 2022

Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay - A Case Study.

Annika L. Dubbeldam, István Ketykó, Renata Medeiros de Carvalho, Felix Mannhardt

Proceedings of the Process Mining Workshops, 2022

Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions.

Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Responsible Process Mining.

Felix Mannhardt

Proceedings of the Process Mining Handbook, 2022

2021

Detection of batch activities from event logs.

Niels Martin, Luise Pufahl, Felix Mannhardt

Inf. Syst., 2021

Quantifying the Re-identification Risk in Published Process Models.

Karim Maatouk, Felix Mannhardt

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Discovering Care Pathways for Multi-morbid Patients Using Event Graphs.

Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs.

Eva L. Klijn, Felix Mannhardt, Dirk Fahland

Proceedings of the Business Process Management Forum, 2021

How Can a Service Provider Utilize Process Mining on Customer Journeys to Gain Actionable Insights for Service Delivery Improvements?

Mathias Hansson, Kristin Angel, Felix Mannhardt, Knut Kvale

Proceedings of the Industry Forum at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), 2021

Smart Journey Mining for Improved Service Quality.

Ragnhild Halvorsrud, Felix Mannhardt, Einar Broch Johnsen, Silvia Lizeth Tapia Tarifa

Proceedings of the IEEE International Conference on Services Computing, 2021

2020

Trust and Privacy in Process Analytics.

Felix Mannhardt, Agnes Koschmider, Lars Biermann, Jana Lange, Florian Tschorsch, Moe Thandar Wynn

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2020

Quantifying the Re-identication Risk of Event Logs for Process Mining.

Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich

EMISA Forum, 2020

Quantifying the Re-identification Risk of Event Logs for Process Mining.

Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich

CoRR, 2020

Recommendations for enhancing the usability and understandability of process mining in healthcare.

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

Artif. Intell. Medicine, 2020

Extensions to the bupaR Ecosystem: An Overview.

Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoît Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt

Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

Process Model Discovery from Sensor Event Data.

Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst

Proceedings of the Process Mining Workshops, 2020

Framework for Process Discovery from Sensor Data.

Agnes Koschmider, Dominik Janssen, Felix Mannhardt

Proceedings of the 10th International Workshop on Enterprise Modeling and Information Systems Architectures, 2020

Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper.

Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich

Proceedings of the Advanced Information Systems Engineering, 2020

2019

Decision Discovery in Business Processes.

Massimiliano de Leoni, Felix Mannhardt

Proceedings of the Encyclopedia of Big Data Technologies., 2019

A trust and privacy framework for smart manufacturing environments.

Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira

J. Ambient Intell. Smart Environ., 2019

User Centered and Privacy-Driven Process Mining System Design - (Extended Abstract).

Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe

Inform. Spektrum, 2019

Process Mining and Privacy in Smart Manufacturing.

Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira

Inform. Spektrum, 2019

Privacy-preserving Process Mining: Differential - Privacy for Event Logs (Extended Abstract).

Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael

Inform. Spektrum, 2019

Privacy-Preserving Process Mining - Differential Privacy for Event Logs.

Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael

Bus. Inf. Syst. Eng., 2019

Detailed Performance Diagnosis Based on Production Timestamps: A Case Study.

Johannes Cornelis de Man, Felix Mannhardt

Proceedings of the Advances in Production Management Systems. Production Management for the Factory of the Future, 2019

Estimating the Impact of Incidents on Process Delay.

Felix Mannhardt, Petter Arnesen, Andreas D. Landmark

Proceedings of the International Conference on Process Mining, 2019

Designing a Privacy Dashboard for a Smart Manufacturing Environment.

Felix Mannhardt, Manuel Oliveira, Sobah Abbas Petersen

Proceedings of the Digital Transformation for a Sustainable Society in the 21st Century, 2019

User-Centered and Privacy-Driven Process Mining System Design for IoT.

Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe

Proceedings of the Information Systems Engineering in Responsible Information Systems, 2019

ELPaaS: Event Log Privacy as a Service.

Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich

Proceedings of the Dissertation Award, 2019

2018

Guided Process Discovery - A pattern-based approach.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint

Inf. Syst., 2018

Revealing Work Practices in Hospitals Using Process Mining.

Felix Mannhardt, Pieter J. Toussaint

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Privacy Challenges for Process Mining in Human-Centered Industrial Environments.

Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira

Proceedings of the 14th International Conference on Intelligent Environments, 2018

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

Sobah Abbas Petersen, Felix Mannhardt, Manuel Fradinho Oliveira, Hans Torvatn

Proceedings of the Collaborative Networks of Cognitive Systems, 2018

A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments.

Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Multi-perspective Process Mining.

Felix Mannhardt

Proceedings of the Dissertation Award, 2018

On the Contextualization of Event-Activity Mappings.

Agnes Koschmider, Felix Mannhardt, Tobias Heuser

Proceedings of the Business Process Management Workshops, 2018

2017

From Low-Level Events to Activities - A Pattern-Based Approach.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst, Pieter J. Toussaint

EMISA Forum, 2017

The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges.

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

CoRR, 2017

Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies.

Marcus Dees, Massimiliano de Leoni, Felix Mannhardt

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models.

Felix Mannhardt, Niek Tax

Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017

Analyzing the Trajectories of Patients with Sepsis using Process Mining.

Felix Mannhardt, Daan Blinde

Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017

Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering, 2017

Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016

Balanced multi-perspective checking of process conformance.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst

Computing, 2016

Decision Mining Revisited - Discovering Overlapping Rules.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering, 2016

2015

On the Fragmentation of Process Information: Challenges, Solutions, and Outlook.

Han van der Aa, Henrik Leopold, Felix Mannhardt, Hajo A. Reijers

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2015

Measuring the Precision of Multi-perspective Process Models.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

The Multi-perspective Process Explorer.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers

Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014

Extending Process Logs with Events from Supplementary Sources.

Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers

Proceedings of the Business Process Management Workshops, 2014

2013

Web-based Editor for YAWL.

Felix Mannhardt

Proceedings of the First YAWL Symposium, Sankt Augustin, Germany, June 7, 2013, 2013

2012

Detecting Approximate Clones in Process Model Repositories with Apromore.

Chathura C. Ekanayake, Felix Mannhardt, Luciano García-Bañuelos, Marcello La Rosa, Marlon Dumas, Arthur H. M. ter Hofstede

Proceedings of the Demonstration Track of the 10th International Conference on Business Process Management (BPM 2012), 2012