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Hi, and welcome to my personal 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.

Publications

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). Link: [Pre-proceedings]

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. Link: [GI Digital Library]

Künstliche Intelligenz für Tierwohl: Aktivitätserkennung und Process-Mining im Schweinestall
A. Lepsien, A. Melfsen, A. Koschmider, T. Jäggle
Springer Wirtschaftsinformatik & Management. Link: [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. Link: [Accepted version][SpringerLink Entry]

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. Link: [Open Access at MDPI.com]

Quantifying Uncertainty for Explainable Process Mining (PhD Proposal)
A. Lepsien
EMISA 2023, Stockholm, Sweden. Link: [Open Access at CEUR-WS.org]

Process Mining on Video Data
A. Lepsien, J. Bosselmann, A. Melfsen, A. Koschmider
ZEUS 2022, Bamberg, Germany. Link: [Open Access at CEUR-WS.org]

Impressum