Marco Heyden

According to our database, Marco Heyden authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Adaptive Bernstein change detector for high-dimensional data streams.

Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm

Data Min. Knowl. Discov., May, 2024

Generalizability of experimental studies.

Federico Matteucci, Vadim Arzamasov, Jose Cribeiro-Ramallo, Marco Heyden, Konstantin Ntounas, Klemens Böhm

CoRR, 2024

Leveraging Plasticity in Incremental Decision Trees.

Marco Heyden, Heitor Murilo Gomes, Edouard Fouché, Bernhard Pfahringer, Klemens Böhm

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals.

Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization.

Daniel Ebi, Edouard Fouché, Marco Heyden, Klemens Böhm

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2022

Scalable Online Change Detection for High-dimensional Data Streams.

Florian Kalinke, Marco Heyden, Edouard Fouché, Klemens Böhm

CoRR, 2022

Tandem Outlier Detectors for Decentralized Data.

Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen, Thomas Gwosch

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Evolution-Based Online Automated Machine Learning.

Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022