Hi, and welcome to my website. My name is Arvid Lepsien, and I am currently working at the Department of Computer Science at Kiel University as a PhD student with Prof. Dr. Agnes Koschmider at the Process Analytics Group. My research interests include process mining, especially process mining for unstructured data sources, and general applications of data science in business contexts.
Ranking the Top-K Realizations of Stochastically Known Event
Logs
A. Lepsien, M. Pegoraro, F. Fonger, D. Langhammer, M. Aleknonytė-Resch,
A. Koschmider
Presented at: Fifth International Workshop on Event Data and
Behavioral Analytics (EdbA’24) at ICPM 2024, Kgs. Lyngby, Denmark.
[Submitted Version
(PDF)][Workshop
Pre-Proceedings]
Representative Sampling in Process Mining: Two Novel Sampling
Algorithms for Event Logs
F. Fonger, N. Nebelung, A. Lepsien, M. Aleknonytė-Resch, A.
Koschmider
Presented at: 9th International Workshop on Process Querying,
Manipulation, and Intelligence (PQMI 2024) at ICPM 2024, Kgs. Lyngby,
Denmark. [Submitted
version (PDF)][Workshop
Pre-Proceedings]
Automatisierte Identifizierung von Verhaltenssequenzen bei
Mastschweinen durch videodatenbasierte Verhaltenserkennung und Process
Mining
A. Melfsen, A. Lepsien, J. Bosselmann, A. Koschmider, E. Hartung
16. Tagung: Bau, Technik und Umwelt in der landwirtschaftlichen
Nutztierhaltung, Freising, Germany, 10.-12.09.2024 [Proceedings]
Describing Behavior Sequences of Fattening Pigs Using Process
Mining on Video Data and Automated Pig Behavior Recognition (Extended
Abstract)
A. Lepsien, A. Melfsen, J. Bosselmann, A. Koschmider, E. Hartung
EMISA 2024, Potsdam, Germany. (Journal First Presentation). [Open
Access at GI Digital Library][DOI]
Process Mining for Unstructured Data: Challenges and Research
Directions
A. Koschmider, M. Aleknonytė-Resch, F. Fonger, C. Imenkamp, A. Lepsien,
K. Apaydin, M. Harms, D. Janssen, D. Langhammer, T. Ziolkowski, Y.
Zisgen
Modellierung 2024, Potsdam, Germany. [Open
Access at GI Digital Library][DOI]
Künstliche Intelligenz für Tierwohl: Aktivitätserkennung und
Process-Mining im Schweinestall
A. Lepsien, A. Melfsen, A. Koschmider, T. Jäggle
Springer Wirtschaftsinformatik & Management (2023). [Open
Access at SpringerLink][DOI]
Analytics Pipeline for Process Mining on Video
Data
A. Lepsien, A. Koschmider, W. Kratsch
BPM 2023 Forum, Utrecht, The Netherlands. [PDF][SpringerLink][DOI]
Describing Behavior Sequences of Fattening Pigs Using Process
Mining on Video Data and Automated Pig Behavior
Recognition
A. Melfsen, A. Lepsien, J. Bosselmann, A. Koschmider, E. Hartung
MDPI Agriculture (2023). [Open Access at
MDPI.com][DOI]
Quantifying Uncertainty for Explainable Process Mining (PhD
Proposal)
A. Lepsien
EMISA 2023, Stockholm, Sweden. [Open Access at
CEUR-WS.org]
Process Mining on Video Data
A. Lepsien, J. Bosselmann, A. Melfsen, A. Koschmider
ZEUS 2022, Bamberg, Germany. [Open Access at
CEUR-WS.org]