Publications - Author: Agnes Koschmider
2024
[8] SpeciAL4PM: Species Analysis of Event Logs for Process Mining (, , , and ), In Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2024 co-located with 22nd International Conference on Business Process Management (BPM 2024), Krakow, Poland, September 1st to 6th, 2024 (Adela del-Río-Ortega, Marco Montali, Stefanie Rinderle-Ma, Hajo A. Reijers, Jan vom Brocke, Mathias Weske, Benoît Depaire, Marta Indulska, Han van der Aa, Weronika T. Adrian, Laura Genga, Sander J. J. Leemans, Katarzyna Gdowska, María Teresa Gómez-López, Jana-Rebecca Rehse, Simone Agostinelli, eds.), CEUR-WS.org, volume 3758, . [bibtex] [pdf]
2022
[7] Privacy and Confidentiality in Process Mining: Threats and Research Challenges (, , , , , , , and ), In ACM Trans. Manag. Inf. Syst., volume 13, . [bibtex] [pdf] [doi]
2020
[6] Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper (, , , , , , , and ), In Advanced Information Systems Engineering - 32nd International Conference, CAiSE 2020, Grenoble, France, June 8-12, 2020, Proceedings (Schahram Dustdar, Eric Yu, Camille Salinesi, Dominique Rieu, Vik Pant, eds.), Springer, volume 12127, . [bibtex] [pdf] [doi]
[5] Quantifying the Re-identication Risk of Event Logs for Process Mining (, , , , , , , and ), In EMISA Forum, volume 40, . [bibtex] [pdf]
2019
[4] ELPaaS: Event Log Privacy as a Service (, , , , , and ), In Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management, BPM 2019, Vienna, Austria, September 1-6, 2019 (Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil M. P. van der Aalst, eds.), CEUR-WS.org, volume 2420, . [bibtex] [pdf]
[3] Privacy-Preserving Process Mining - Differential Privacy for Event Logs (, , , , and ), In Bus. Inf. Syst. Eng., volume 61, . [bibtex] [pdf] [doi]
[2] Process Analytics over IoT-based Event Streams with Privacy Guarantees (, , and ), In Inform. Spektrum, volume 42, . [bibtex] [pdf] [doi]
[1] Privacy-preserving Process Mining: Differential - Privacy for Event Logs (Extended Abstract) (, , , , and ), In Inform. Spektrum, volume 42, . [bibtex] [pdf] [doi]
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