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Anzahl der Publikationen: 20
Hochschulschrift
Casalicchio, Giuseppe
(2013):
Modelling Comparison Data with
Ordinal Response.
Masterarbeit,
Ludwig-Maximilians-Universität München
[PDF, 884kB]
[PDF, 884kB]
Casalicchio, Giuseppe
(2011):
Analyse von Flugdaten des Münchner Flughafen. Strukturbruchtests und Monitoring.
Bachelorarbeit,
Ludwig-Maximilians-Universität München
[PDF, 930kB]
[PDF, 930kB]
Zeitschriftenartikel
Scholbeck, Christian A. 
ORCID: https://orcid.org/0000-0001-6607-4895; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Molnar, Christoph; Bischl, Bernd und Heumann, Christian
(2024):
Marginal effects for non-linear prediction functions.
In: Data Mining and Knowledge Discovery, Bd. 38, Nr. 5: S. 2997-3042
[PDF, 10MB]
ORCID: https://orcid.org/0000-0001-6607-4895; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Molnar, Christoph; Bischl, Bernd und Heumann, Christian
(2024):
Marginal effects for non-linear prediction functions.
In: Data Mining and Knowledge Discovery, Bd. 38, Nr. 5: S. 2997-3042
[PDF, 10MB]
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
Niessl, Christina; Herrmann, Moritz; Wiedemann, Chiara; Casalicchio, Giuseppe und Boulesteix, Anne-Laure
(2021):
Over-optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results.
In: Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, Bd. 12, Nr. 2, e1441
Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin und Bischl, Bernd
(2019):
OpenML: An R package to connect to the machine learning platform OpenML.
In: Computational Statistics, Bd. 34, Nr. 3: S. 977-991
Casalicchio, Giuseppe; Lesaffre, Emmanuel; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487 und Bruyneel, Luk
(2017):
Nonlinear Analysis to Detect if Excellent Nursing Work Environments Have Highest Well-Being.
In: Journal of Nursing Scholarship, Bd. 49, Nr. 5: S. 537-547
ORCID: https://orcid.org/0000-0002-6372-2487 und Bruyneel, Luk
(2017):
Nonlinear Analysis to Detect if Excellent Nursing Work Environments Have Highest Well-Being.
In: Journal of Nursing Scholarship, Bd. 49, Nr. 5: S. 537-547
Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens und Bischl, Bernd
(2017):
Multilabel Classification with R Package mlr.
In: The R Journal
Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens und Bischl, Bernd
(2017):
Multilabel Classification with R Package mlr.
In: R Journal, Bd. 9, Nr. 1: S. 352-369
Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jajob; Studerus, Erich; Casalicchio, Giuseppe und Jones, Zachary M.
(2016):
mlr: Machine Learning in R.
In: Journal of Machine Learning Research, Bd. 17, 1
Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe und Jones, Zachary M.
(2016):
mlr: Machine Learning in R.
In: Journal of Machine Learning Research, Bd. 17, Nr. 1: S. 5938-5942
Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure und Schmid, Matthias
(2016):
The residual-based predictiveness curve: A visual tool to assess the performance of prediction models.
In: Biometrics, Bd. 72, Nr. 2: S. 392-401
Casalicchio, Giuseppe; Tutz, Gerhard und Schauberger, Gunther
(2015):
Subject-specific Bradley-Terry-Luce models with implicit variable selection.
In: Statistical Modelling, Bd. 15, Nr. 6: S. 526-547
[PDF, 249kB]
Bergmann, Shana; Ziegler, Nina; Bartels, Thomas; Hübel, Jens; Schumacher, Christoph; Rauch, E.; Brandl, S.; Bender, Andreas; Casalicchio, Giuseppe; Krautwald-Junghanns, Maria und Erhard, Michael
(2013):
Prevalence and severity of foot pad alterations in German turkey poults during the early rearing phase.
In: Poultry Science, Bd. 92, Nr. 5: S. 1171-1176
Ziegler, Nina; Bergmann, Shana; Hübel, Jens; Bartels, Thomas; Schumacher, Christoph; Bender, Andreas; Casalicchio, Giuseppe; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Krautwald-Junghanns, Maria und Erhard, Michael
(2013):
Climate parameters and the influence on the foot pad health status of fattening turkeys B.U.T. 6 during the early rearing phase.
In: Berliner und Münchener Tierärztliche Wochenschrift, Bd. 126, Nr. 5-6: S. 181-188
ORCID: https://orcid.org/0000-0002-6372-2487; Krautwald-Junghanns, Maria und Erhard, Michael
(2013):
Climate parameters and the influence on the foot pad health status of fattening turkeys B.U.T. 6 during the early rearing phase.
In: Berliner und Münchener Tierärztliche Wochenschrift, Bd. 126, Nr. 5-6: S. 181-188
Paper
Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure und Schmid, Matthias
(9. Januar 2015):
The Residual-based Predictiveness Curve - A Visual Tool to Assess the Performance of Prediction Models.
Department of Statistics: Technical Reports, Nr. 178
[PDF, 1MB]
Casalicchio, Giuseppe; Tutz, Gerhard und Schauberger, Gunther
(28. Mai 2014):
Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection.
Department of Statistics: Technical Reports, Nr. 160
[PDF, 396kB]
Konferenzbeitrag
Herrmann, Moritz ORCID: https://orcid.org/0000-0002-4893-5812; Lange, F. Julian D.; Eggensperger, Katharina; Casalicchio, Giuseppe; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Feurer, Matthias; Rügamer, David ORCID: https://orcid.org/0000-0002-8772-9202; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Boulesteix, Anne-Laure und Bischl, Bernd
(Juli 2024):
Position: Why We Must Rethink Empirical Research in Machine Learning.
41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024.
In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research
Bd. 235
PMLR. S. 18228-18247
[PDF, 334kB]
ORCID: https://orcid.org/0000-0002-4893-5812; Lange, F. Julian D.; Eggensperger, Katharina; Casalicchio, Giuseppe; Wever, Marcel ORCID: https://orcid.org/0000-0001-9782-6818; Feurer, Matthias; Rügamer, David ORCID: https://orcid.org/0000-0002-8772-9202; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Boulesteix, Anne-Laure und Bischl, Bernd
(Juli 2024):
Position: Why We Must Rethink Empirical Research in Machine Learning.
41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, 21. - 27. July 2024.
In: Proceedings of the 41st International Conference on Machine Learning, Proceedings of Machine Learning Research
Bd. 235
PMLR. S. 18228-18247
[PDF, 334kB]
Dandl, Susanne ORCID: https://orcid.org/0000-0003-4324-4163; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bothmann, Ludwig ORCID: https://orcid.org/0000-0002-1471-6582
(2023):
Interpretable Regional Descriptors: Hyperbox-Based Local Explanations.
ECML PKDD 2023, Torino, Italy, September 18 -22 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases : Research Track : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings,
Bd. 14171
Cham: Springer. S. 479-495
ORCID: https://orcid.org/0000-0003-4324-4163; Casalicchio, Giuseppe ORCID: https://orcid.org/0000-0001-5324-5966; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bothmann, Ludwig ORCID: https://orcid.org/0000-0002-1471-6582
(2023):
Interpretable Regional Descriptors: Hyperbox-Based Local Explanations.
ECML PKDD 2023, Torino, Italy, September 18 -22 2023.
Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases : Research Track : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings,
Bd. 14171
Cham: Springer. S. 479-495
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