2 papers
cs.LG2025
European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry
Krzysztof Kotowski, Christoph Haskamp, Jacek Andrzejewski +8
Machine learning has vast potential to improve anomaly detection in satellite telemetry which is a crucial task for spacecraft operations. This potential is currently hampered by a…
cs.LG2025
On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence
M. W. Przewozniczek, F. Chicano, R. Tinós +3
Gray-box optimization employs Walsh decomposition to obtain non-linear variable dependencies and utilize them to propose masks of variables that have a joint non-linear influence o…