Daniel Lukats, M.Sc.

Publications

1. On the Importance of Domain Knowledge for Real-Time Event Detection

   Janina Schneider; Daniel Lukats; Elmar Berghöfer; Iring Paulenz; Lars Nolle; Frederic Theodor Stahl; Jochen Wollschläger

   In: OCEANS 2024 - Singapore. OCEANS MTS/IEEE Conference (OCEANS-2024), April 15-18, Singapore, Singapore, Pages 1-6, IEEE Xplore, Piscataway Township, New Jersey, 11/2024.
2. A benchmark and survey of fully unsupervised concept drift detectors on real-world data streams

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

   In: International Journal of Data Science and Analytics, Vol. 18, No. 3, Pages 1-31, Springer Nature, Switzerland, 8/2024.
3. On Reproducible Implementations in Unsupervised Concept Drift Detection Algorithms Research

   Daniel Lukats; Frederic Theodor Stahl

   In: Artificial Intelligence XL - SGAI 2023, International Conference on Innovative Techniques and Applications of Artificial Intelligence. SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI-2023), December 12-14, Cambridge, United Kingdom, Pages 204-209, Lecture Notes in Computer Science (LNCS, volume 14381), Vol. 14381, Springer Nature…