Felix Mannhardt

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 59

Top Topics

Differential Privacy

Top Venues

Business Process Management Workshops

Publications

Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Multi-perspective Concept Drift Detection: Including the Actor Perspective. CAiSE (2024)
Ragnhild Halvorsrud, Felix Mannhardt, Ophelia Prillard, Costas Boletsis
Customer journeys and process mining - challenges and opportunities. IESS (2024)
Mathieu van Luijken, István Ketykó, Felix Mannhardt
An Experiment on Transfer Learning for Suffix Prediction on Event Logs. Business Process Management Workshops (2023)
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)
Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, Dirk Fahland
Event Knowledge Graphs for Auditing: A Case Study. ICPM Workshops (2023)
Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking. Petri Nets (2023)
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)
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)
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 (2022)
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) (2022)
Annika L. Dubbeldam, István Ketykó, Renata M. 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)
Paul Kobialka, Felix Mannhardt, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
Building User Journey Games from Multi-party Event Logs. ICPM Workshops (2022)
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)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Aggregating Event Knowledge Graphs for Task Analysis. ICPM Workshops (2022)
Karim Maatouk, Felix Mannhardt
Quantifying the Re-identification Risk in Published Process Models. ICPM Workshops (2021)
Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
Discovering care pathways for multi-morbid patients using event graphs. CoRR (2021)
István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen
What Averages Do Not Tell - Predicting Real Life Processes with Sequential Deep Learning. CoRR (2021)
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)
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 (2021)
Ragnhild Halvorsrud, Felix Mannhardt, Einar Broch Johnsen, Silvia Lizeth Tapia Tarifa
Smart Journey Mining for Improved Service Quality. SCC (2021)
Niels Martin, Luise Pufahl, Felix Mannhardt
Detection of batch activities from event logs. Inf. Syst. 95 (2021)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs. BPM (Forum) (2021)
Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint
Discovering Care Pathways for Multi-morbid Patients Using Event Graphs. ICPM Workshops (2021)
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) (2020)
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)
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 (2020)
Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst
Process Model Discovery from Sensor Event Data. ICPM Workshops (2020)
Agnes Koschmider, Dominik Janssen, Felix Mannhardt
Framework for Process Discovery from Sensor Data. EMISA (2020)
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 (2020)
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)
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 (2020)
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) (2019)
Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
A trust and privacy framework for smart manufacturing environments. J. Ambient Intell. Smart Environ. 11 (3) (2019)
Judith Michael, Agnes Koschmider, Felix Mannhardt, Nathalie Baracaldo, Bernhard Rumpe
User-Centered and Privacy-Driven Process Mining System Design for IoT. CAiSE Forum (2019)
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)
Felix Mannhardt, Manuel Oliveira, Sobah Abbas Petersen
Designing a Privacy Dashboard for a Smart Manufacturing Environment. I3E Workshops (2019)
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) (2019)
Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
Process Mining and Privacy in Smart Manufacturing. Inform. Spektrum 42 (5) (2019)
Felix Mannhardt, Petter Arnesen, Andreas D. Landmark
Estimating the Impact of Incidents on Process Delay. ICPM (2019)
Johannes Cornelis de Man, Felix Mannhardt
Detailed Performance Diagnosis Based on Production Timestamps: A Case Study. APMS (1) (2019)
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) (2019)
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)
Agnes Koschmider, Felix Mannhardt, Tobias Heuser
On the Contextualization of Event-Activity Mappings. Business Process Management Workshops (2018)
Felix Mannhardt, Pieter J. Toussaint
Revealing Work Practices in Hospitals Using Process Mining. MIE (2018)
Felix Mannhardt
Multi-perspective Process Mining. BPM (Dissertation/Demos/Industry) (2018)
Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier
A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments. IDEAL (2) (2018)
Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
Privacy Challenges for Process Mining in Human-Centered Industrial Environments. Intelligent Environments (2018)
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 (2018)
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 (2017)
Felix Mannhardt, Niek Tax
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. RADAR+EMISA@CAiSE (2017)
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)
Felix Mannhardt, Niek Tax
Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models. CoRR (2017)
Marcus Dees, Massimiliano de Leoni, Felix Mannhardt
Enhancing Process Models to Improve Business Performance: A Methodology and Case Studies. OTM Conferences (1) (2017)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
Heuristic Mining Revamped: An Interactive, Data-aware, and Conformance-aware Miner. BPM (Demos) (2017)
Felix Mannhardt, Daan Blinde
Analyzing the Trajectories of Patients with Sepsis using Process Mining. RADAR+EMISA@CAiSE (2017)
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) (2017)
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)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Decision Mining Revisited - Discovering Overlapping Rules. CAiSE (2016)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers, Wil M. P. van der Aalst
Balanced multi-perspective checking of process conformance. Computing 98 (4) (2016)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
The Multi-perspective Process Explorer. BPM (Demos) (2015)
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)
Han van der Aa, Henrik Leopold, Felix Mannhardt, Hajo A. Reijers
On the Fragmentation of Process Information: Challenges, Solutions, and Outlook. BMMDS/EMMSAD (2015)
Felix Mannhardt, Massimiliano de Leoni, Hajo A. Reijers
Extending Process Logs with Events from Supplementary Sources. Business Process Management Workshops (2014)
Felix Mannhardt
Web-based Editor for YAWL. YAWL Symposium (2013)
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)