Andrea Apollonio

According to our database, Andrea Apollonio authored at least 3 papers between 2020 and 2022.

Collaborative distances:

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

2022

Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities.

Christoph Obermair, Thomas Cartier-Michaud, Andrea Apollonio, William Millar, Lukas Felsberger, Lorenz Fischl, Holger Severin Bovbjerg, Daniel Wollmann, Walter Wuensch, Nuria Catalan Lasheras, Marçà Boronat, Franz Pernkopf, Graeme Burt

CoRR, 2022

Example or Prototype? Learning Concept-Based Explanations in Time-Series.

Christoph Obermair, Alexander Fuchs, Franz Pernkopf, Lukas Felsberger, Andrea Apollonio, Daniel Wollmann

Proceedings of the Asian Conference on Machine Learning, 2022

2020

Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case.

Lukas Felsberger, Andrea Apollonio, Thomas Cartier-Michaud, Andreas Müller, Benjamin Todd, Dieter Kranzlmüller

Proceedings of the Machine Learning and Knowledge Extraction, 2020