5 citations · 8 across the 3 of their papers we have counts for
3 papers
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…
The OPS-SAT benchmark for detecting anomalies in satellite telemetry
Bogdan Ruszczak, Krzysztof Kotowski, David Evans +1
Detecting anomalous events in satellite telemetry is a critical task in space operations. This task, however, is extremely time-consuming, error-prone and human dependent, thus aut…
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…