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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Springe zu: Zeitschriftenartikel | Buchbeitrag | Konferenzbeitrag
Anzahl der Publikationen: 9

Zeitschriftenartikel

Heid, Stefan; Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Fürnkranz, Johannes und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2024): Learning decision catalogues for situated decision making: The case of scoring systems. In: International Journal of Approximate Reasoning, Bd. 171, 109190 [PDF, 1MB]

Tornede, Tanja ORCID logoORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Fehring, Lukas ORCID logoORCID: https://orcid.org/0000-0001-8057-4650; Gehring, Lukas; Graf, Helena ORCID logoORCID: https://orcid.org/0000-0001-9447-0609; Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424 und Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 (20. April 2023): PyExperimenter: Easily distribute experiments and track results. In: Journal of Open Source Software, Bd. 8, Nr. 84: S. 5149 [PDF, 236kB]

Tornede, Tanja ORCID logoORCID: https://orcid.org/0000-0001-9954-462X; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Hanselle, Jonas; Mohr, Felix ORCID logoORCID: https://orcid.org/0000-0002-9293-2424; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (2023): Towards Green Automated Machine Learning: Status Quo and Future Directions. In: Journal of Artificial Intelligence Research, Bd. 77: S. 427-457 [PDF, 299kB]

Buchbeitrag

Hanselle, Jonas; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Mai 2021): Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data. In: Karlapalem, Kamal; Cheng, Hong; Ramakrishnan, Naren; Agrawal, R. K.; Krishna Reddy, P.; Srivastava, Jaideep und Chakraborty, Tanmoy (Hrsg.): (2021): Advances in Knowledge Discovery and Data Mining 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 12712. Cham: Springer. S. 152-163 [PDF, 532kB]

Konferenzbeitrag

Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Kornowicz, Jaroslaw; Heid, Stefan; Thommes, Kirsten ORCID logoORCID: https://orcid.org/0000-0002-8057-7162 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Oktober 2023): Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. Lernen, Wissen, Daten, Analysen (LWDA), Marburg, Germany, 9-11 October 2023. Leyer, Michael und Wichmann, Johannes (Hrsg.): In: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Bd. 3630 CEUR-WS.org. S. 430-441 [PDF, 953kB]

Hanselle, Jonas; Fürnkranz, Johannes und Hüllermeier, Eyke (2023): Probabilistic Scoring Lists for Interpretable Machine Learning. 26th International Conference on Discovery Science (DS 2023), Porto, Portugal, October 9-11, 2023. In: Discovery Science, Bd. 14276 Cham: Springer. S. 189-203 [PDF, 1MB]

Fehring, Lukas ORCID logoORCID: https://orcid.org/0000-0001-8057-4650; Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985 und Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186 (Dezember 2022): HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection. Sixth Workshop on Meta-Learning (MetaLearn 2022) at the Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, Louisiana, U.S.A., 2. December 2022. [PDF, 356kB]

Bernijazov, Ruslan; Dicks, Alexander; Dumitrescu, Roman; Foullois, Marc; Hanselle, Jonas ORCID logoORCID: https://orcid.org/0000-0002-1231-4985; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Karakaya, Gökce; Ködding, Patrick; Lohweg, Volker; Malatyali, Manuel; Meyer Auf der Heide, Friedhelm; Panzner, Melina und Soltenborn, Christian (August 2021): A Meta-Review on Artificial Intelligence in Product Creation. AI and Product Design Workshop, 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Montreal, Quebec, Canada, 19. August 2021. [PDF, 1MB]

Hanselle, Jonas; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Wever, Marcel ORCID logoORCID: https://orcid.org/0000-0001-9782-6818 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2020): Hybrid Ranking and Regression for Algorithm Selection. KI 2020: Advances in Artificial Intelligence. 43rd German Conference on AI, Bamberg, Germany, September 21–25, 2020. Schmid, Ute; Klügl, Franziska und Wolter, Diedrich (Hrsg.): In: KI 2020: Advances in Artificial Intelligence, Proceedings, Lecture Notes in Computer Science Bd. 12325 Cham: Springer. S. 59-72 [PDF, 377kB]

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