Publications

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1. Daniel Lukats; Oliver Zielinski; Axel Hahn; Frederic Theodor Stahl

   A benchmark and survey of fully unsupervised concept drift detectors on real-world data streams

   In: International Journal of Data Science and Analytics, Vol. 18, No. 3, Pages 1-31, Springer Nature, Switzerland, 8/2024.

2. Daniel Lukats; Frederic Theodor Stahl

   On Reproducible Implementations in Unsupervised Concept Drift Detection Algorithms Research

   In: Artificial Intelligence XL - SGAI 2023, International Conference on Innovative Techniques and Applications of Artificial Intelligence. SGAI …

3. Iring Paulenz; Daniel Lukats; Janina Schneider; Elmar Berghöfer; Frederic Theodor Stahl; Lars Nolle; Oliver Zielinski

   Anforderungsanalyse für ein System zur automatisierten Ereignisdetektion in marinen Umgebunge

   In: Umweltinformationssysteme - Vielfalt, Offenheit, Komplexität - Tagungsband des 29. Workshop "Umweltinformationssysteme" (UIS 2022)" des …

4. Daniel Lukats; Elmar Berghöfer; Frederic Theodor Stahl; Janina Schneider; Daniela Pieck; Mobin M. Idrees; Lars Nolle; Oliver Zielinski

   Towards Concept Change Detection in Marine Ecosystems

   In: OCEANS 2021: San Diego – Porto. OCEANS MTS/IEEE Conference (OCEANS-2021), September 20-23, USA, Pages 1-10, IEEE Xplore Digital Library, USA, …

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