Published in: Dagstuhl Reports, Volume 13, Issue 11 (2024)
Sašo Džeroski, Holger H. Hoos, Bertrand Le Saux, Leendert van der Torre, and Ana Kostovska. Space and Artificial Intelligence (Dagstuhl Seminar 23461). In Dagstuhl Reports, Volume 13, Issue 11, pp. 72-102, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
@Article{dzeroski_et_al:DagRep.13.11.72, author = {D\v{z}eroski, Sa\v{s}o and Hoos, Holger H. and Le Saux, Bertrand and van der Torre, Leendert and Kostovska, Ana}, title = {{Space and Artificial Intelligence (Dagstuhl Seminar 23461)}}, pages = {72--102}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2024}, volume = {13}, number = {11}, editor = {D\v{z}eroski, Sa\v{s}o and Hoos, Holger H. and Le Saux, Bertrand and van der Torre, Leendert and Kostovska, Ana}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.11.72}, URN = {urn:nbn:de:0030-drops-198454}, doi = {10.4230/DagRep.13.11.72}, annote = {Keywords: Artificial Intelligence, Machine Learning, Data-based AI, Knowledge-based AI, Deep Learning, Foundation Models, Explainable Artificial Intelligence, Space Research, Space Operations, Earth Observation} }
Published in: LIPIcs, Volume 210, 27th International Conference on Principles and Practice of Constraint Programming (CP 2021)
Théo Matricon, Marie Anastacio, Nathanaël Fijalkow, Laurent Simon, and Holger H. Hoos. Statistical Comparison of Algorithm Performance Through Instance Selection. In 27th International Conference on Principles and Practice of Constraint Programming (CP 2021). Leibniz International Proceedings in Informatics (LIPIcs), Volume 210, pp. 43:1-43:21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@InProceedings{matricon_et_al:LIPIcs.CP.2021.43, author = {Matricon, Th\'{e}o and Anastacio, Marie and Fijalkow, Nathana\"{e}l and Simon, Laurent and Hoos, Holger H.}, title = {{Statistical Comparison of Algorithm Performance Through Instance Selection}}, booktitle = {27th International Conference on Principles and Practice of Constraint Programming (CP 2021)}, pages = {43:1--43:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-211-2}, ISSN = {1868-8969}, year = {2021}, volume = {210}, editor = {Michel, Laurent D.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2021.43}, URN = {urn:nbn:de:0030-drops-153346}, doi = {10.4230/LIPIcs.CP.2021.43}, annote = {Keywords: Performance assessment, early stopping, automated reasoning solvers} }
Published in: Dagstuhl Reports, Volume 8, Issue 9 (2019)
Tijl De Bie, Luc De Raedt, Holger H. Hoos, and Padhraic Smyth. Automating Data Science (Dagstuhl Seminar 18401). In Dagstuhl Reports, Volume 8, Issue 9, pp. 154-181, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)
@Article{debie_et_al:DagRep.8.9.154, author = {De Bie, Tijl and De Raedt, Luc and Hoos, Holger H. and Smyth, Padhraic}, title = {{Automating Data Science (Dagstuhl Seminar 18401)}}, pages = {154--181}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2019}, volume = {8}, number = {9}, editor = {De Bie, Tijl and De Raedt, Luc and Hoos, Holger H. and Smyth, Padhraic}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.8.9.154}, URN = {urn:nbn:de:0030-drops-103443}, doi = {10.4230/DagRep.8.9.154}, annote = {Keywords: artificial intelligence, automated machine learning, automated scientific discovery, data science, inductive programming} }
Published in: Dagstuhl Reports, Volume 6, Issue 10 (2017)
Holger H. Hoos, Frank Neumann, and Heike Trautmann. Automated Algorithm Selection and Configuration (Dagstuhl Seminar 16412). In Dagstuhl Reports, Volume 6, Issue 10, pp. 33-74, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2017)
@Article{hoos_et_al:DagRep.6.10.33, author = {Hoos, Holger H. and Neumann, Frank and Trautmann, Heike}, title = {{Automated Algorithm Selection and Configuration (Dagstuhl Seminar 16412)}}, pages = {33--74}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2017}, volume = {6}, number = {10}, editor = {Hoos, Holger H. and Neumann, Frank and Trautmann, Heike}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.6.10.33}, URN = {urn:nbn:de:0030-drops-69569}, doi = {10.4230/DagRep.6.10.33}, annote = {Keywords: algorithm configuration, algorithm selection, features, machine learning, optimisation, performance prediction} }
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