|
Eine Ebene nach oben |
Gruppiert nach:
Dokumententyp
| Veröffentlichungsdatum
Springe zu: Zeitschriftenartikel | Konferenzbeitrag
Anzahl der Publikationen: 4
Zeitschriftenartikel
Fumagalli, Fabian 
ORCID: https://orcid.org/0000-0003-3955-3510; Muschalik, Maximilian ORCID: https://orcid.org/0000-0002-6921-0204; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591
(September 2023):
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
In: Machine Learning, Bd. 112, Nr. 12: S. 4863-4903
ORCID: https://orcid.org/0000-0003-3955-3510; Muschalik, Maximilian ORCID: https://orcid.org/0000-0002-6921-0204; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591
(September 2023):
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
In: Machine Learning, Bd. 112, Nr. 12: S. 4863-4903
Muschalik, Maximilian ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2022):
Agnostic Explanation of Model Change based on Feature Importance.
In: KI - Künstliche Intelligenz, Bd. 36, Nr. 3-4: S. 211-224
ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2022):
Agnostic Explanation of Model Change based on Feature Importance.
In: KI - Künstliche Intelligenz, Bd. 36, Nr. 3-4: S. 211-224
Konferenzbeitrag
Muschalik, Maximilian ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(18. September 2023):
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Torino, Italy, 18-22 September, 2023.
In: Machine Learning and Knowledge Discovery in Databases: Research Track,
Bd. 14171
Cham: Springer. S. 428-445
ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(18. September 2023):
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Torino, Italy, 18-22 September, 2023.
In: Machine Learning and Knowledge Discovery in Databases: Research Track,
Bd. 14171
Cham: Springer. S. 428-445
Muschalik, Maximilian ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Jagtani, Rohit; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2023):
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.
World Conference on Explainable Artificial Intelligence (xAI 2023), Lisboa, Portugal, 26-28 July 2023.
Longo, Luca (Hrsg.):
Cham: Springer Nature Switzerland. S. 177-194
ORCID: https://orcid.org/0000-0002-6921-0204; Fumagalli, Fabian ORCID: https://orcid.org/0000-0003-3955-3510; Jagtani, Rohit; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Juli 2023):
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.
World Conference on Explainable Artificial Intelligence (xAI 2023), Lisboa, Portugal, 26-28 July 2023.
Longo, Luca (Hrsg.):
Cham: Springer Nature Switzerland. S. 177-194