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Anzahl der Publikationen: 4
Zeitschriftenartikel
Au, Quay; Herbinger, Julia; Stachl, Clemens; Bischl, Bernd und Casalicchio, Giuseppe
(2022):
Grouped feature importance and combined features effect plot.
In: Data Mining and Knowledge Discovery, Bd. 36, Nr. 4: S. 1401-1450
Ghada, Wael; Casellas, Enric; Herbinger, Julia; Garcia-Benadi, Albert; Bothmann, Ludwig; Estrella, Nicole; Bech, Joan und Menzel, Annette
(2022):
Stratiform and Convective Rain Classification Using Machine Learning Models and Micro Rain Radar.
In: Remote Sensing, Bd. 14, Nr. 18, 4563
Konferenzbeitrag
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; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Herbinger, Julia
(2025):
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.
28th International Conference on Artificial Intelligence and Statistics (AISTATS 25), Mai Khao, Thailand, 3. - 5. May, 2025.
Li, Yingzhen; Mandt, Stephan; Agrawal, Shipra und Khan, Emtiyaz (Hrsg.):
Bd. 258
PMLR. S. 5140-5148
[PDF, 2MB]
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; Hammer, Barbara ORCID: https://orcid.org/0000-0002-0935-5591 und Herbinger, Julia
(2025):
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.
28th International Conference on Artificial Intelligence and Statistics (AISTATS 25), Mai Khao, Thailand, 3. - 5. May, 2025.
Li, Yingzhen; Mandt, Stephan; Agrawal, Shipra und Khan, Emtiyaz (Hrsg.):
Bd. 258
PMLR. S. 5140-5148
[PDF, 2MB]
Herbinger, Julia; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Casalicchio, Giuseppe
(2022):
REPID: Regional Effect Plots with implicit Interaction Detection.
International Conference on Artificial Intelligence and Statistics, Online, 28-30 March 2022.
Camps-Valls, Gustau; Ruiz, Francisco J. R. und Valera, Isabel (Hrsg.):
In: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics,
Bd. 151
ORCID: https://orcid.org/0000-0001-6002-6980 und Casalicchio, Giuseppe
(2022):
REPID: Regional Effect Plots with implicit Interaction Detection.
International Conference on Artificial Intelligence and Statistics, Online, 28-30 March 2022.
Camps-Valls, Gustau; Ruiz, Francisco J. R. und Valera, Isabel (Hrsg.):
In: Proceedings of The 25th International Conference on Artificial Intelligence and Statistics,
Bd. 151