Marvin Schöne
10 Publikationen
2023 | Diskussionspapier | FH-PUB-ID: 3731 | 
@book{Kösters_Schöne, title={Active Learning mit dem GUIDE-Entscheidungsbaum}, author={Kösters, Justus and Schöne, Marvin} }
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2023 | Diskussionspapier | FH-PUB-ID: 3729 |
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2232
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390}, collection={Lecture Notes in Computer Science} }
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2022 | Buchbeitrag | FH-PUB-ID: 2291 |
@inbook{Hanitz_Schöne_Voigt_Kohlhase_2022, place={Leipzig}, title={Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD}, booktitle={Machine Learning and Data Mining in Pattern Recognition, MLDM 2022}, publisher={ibai-publishing}, author={Hanitz, Marcel and Schöne, Marvin and Voigt, Tim and Kohlhase, Martin}, editor={Perner, PetraEditor}, year={2022}, pages={121–135} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 3718
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2021, place={New York, NY, USA}, title={Space-Filling Designs for Experiments with Assembled Products}, DOI={10.1145/3460824.3460854}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, year={2021}, pages={192–199} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 2571
@inproceedings{Voigt_Migenda_Schöne_Pelkmann_Fricke_Schenck_Kohlhase_2021, title={Advanced Data Analytics Platform for Manufacturing Companies}, DOI={10.1109/ETFA45728.2021.9613499}, booktitle={2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )}, publisher={IEEE}, author={Voigt, Tim and Migenda, Nico and Schöne, Marvin and Pelkmann, David and Fricke, Matthias and Schenck, Wolfram and Kohlhase, Martin}, year={2021}, pages={01–08} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 1912
@inproceedings{Schöne_Kohlhase_2021, title={Curvature-Oriented Splitting for Multivariate Model Trees}, DOI={10.1109/SSCI50451.2021.9659858}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Schöne, Marvin and Kohlhase, Martin}, year={2021}, pages={01–09} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 1560 |
@inproceedings{Ewerszumrode_Schöne_Godt_Kohlhase_2021, title={Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP}, DOI={10.5445/KSP/1000138532}, booktitle={Proceedings - 31. Workshop Computational Intelligence }, publisher={KIT Scientific Publishing}, author={Ewerszumrode, Jan and Schöne, Marvin and Godt, Stephan and Kohlhase, Martin}, year={2021}, pages={285–305} }
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2020 | Buchbeitrag | FH-PUB-ID: 1915 |
@inbook{Schöne_Kohlhase_2020, place={Karlsruhe}, title={Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings -- 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020} }
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2020 | Buchbeitrag | FH-PUB-ID: 1916
@inbook{Schöne_Kohlhase_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Least Squares Approach for Multivariate Split Selection in Regression Trees}, DOI={10.1007/978-3-030-62362-3_5}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I}, publisher={Springer International Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Analide, Cesar and Novais, Paulo and Camacho, David and Yin, HujunEditors}, year={2020}, pages={41–50}, collection={Lecture Notes in Computer Science} }
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10 Publikationen
2023 | Diskussionspapier | FH-PUB-ID: 3731 |
@book{Kösters_Schöne, title={Active Learning mit dem GUIDE-Entscheidungsbaum}, author={Kösters, Justus and Schöne, Marvin} }
HSBI-PUB
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| Download (ext.)
2023 | Diskussionspapier | FH-PUB-ID: 3729 |
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2232
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390}, collection={Lecture Notes in Computer Science} }
HSBI-PUB
| DOI
2022 | Buchbeitrag | FH-PUB-ID: 2291 |
@inbook{Hanitz_Schöne_Voigt_Kohlhase_2022, place={Leipzig}, title={Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD}, booktitle={Machine Learning and Data Mining in Pattern Recognition, MLDM 2022}, publisher={ibai-publishing}, author={Hanitz, Marcel and Schöne, Marvin and Voigt, Tim and Kohlhase, Martin}, editor={Perner, PetraEditor}, year={2022}, pages={121–135} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 3718
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2021, place={New York, NY, USA}, title={Space-Filling Designs for Experiments with Assembled Products}, DOI={10.1145/3460824.3460854}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, year={2021}, pages={192–199} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 2571
@inproceedings{Voigt_Migenda_Schöne_Pelkmann_Fricke_Schenck_Kohlhase_2021, title={Advanced Data Analytics Platform for Manufacturing Companies}, DOI={10.1109/ETFA45728.2021.9613499}, booktitle={2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )}, publisher={IEEE}, author={Voigt, Tim and Migenda, Nico and Schöne, Marvin and Pelkmann, David and Fricke, Matthias and Schenck, Wolfram and Kohlhase, Martin}, year={2021}, pages={01–08} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 1912
@inproceedings{Schöne_Kohlhase_2021, title={Curvature-Oriented Splitting for Multivariate Model Trees}, DOI={10.1109/SSCI50451.2021.9659858}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Schöne, Marvin and Kohlhase, Martin}, year={2021}, pages={01–09} }
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2021 | Konferenzbeitrag | FH-PUB-ID: 1560 |
@inproceedings{Ewerszumrode_Schöne_Godt_Kohlhase_2021, title={Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP}, DOI={10.5445/KSP/1000138532}, booktitle={Proceedings - 31. Workshop Computational Intelligence }, publisher={KIT Scientific Publishing}, author={Ewerszumrode, Jan and Schöne, Marvin and Godt, Stephan and Kohlhase, Martin}, year={2021}, pages={285–305} }
HSBI-PUB
| DOI
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2020 | Buchbeitrag | FH-PUB-ID: 1915 |
@inbook{Schöne_Kohlhase_2020, place={Karlsruhe}, title={Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings -- 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020} }
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2020 | Buchbeitrag | FH-PUB-ID: 1916
@inbook{Schöne_Kohlhase_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Least Squares Approach for Multivariate Split Selection in Regression Trees}, DOI={10.1007/978-3-030-62362-3_5}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I}, publisher={Springer International Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Analide, Cesar and Novais, Paulo and Camacho, David and Yin, HujunEditors}, year={2020}, pages={41–50}, collection={Lecture Notes in Computer Science} }
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