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Marvin Schöne

18 Publikationen

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[18]
2025 | Buchbeitrag | FH-PUB-ID: 6273 | OA
@inbook{Schöne_Jaster_Bültemeier_Kohlhase_2025, place={Bielefeld}, series={Schriftenreihe des Institute for Data Science Solutions}, title={Informed Active Learning with Decision Trees to Balance Exploration and Exploitation}, volume={2}, DOI={10.60802/sidas.2025.2}, booktitle={Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge}, publisher={Hochschule Bielefeld}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kohlhase, Martin}, editor={Institute for Data Science SolutionsEditor}, year={2025}, pages={26–27}, collection={Schriftenreihe des Institute for Data Science Solutions} }
HSBI-PUB | DOI | Download (ext.)
 
[17]
2025 | Konferenzbeitrag | FH-PUB-ID: 6267
@inproceedings{Bültemeier_Holst_Lohweg_Schöne_Jaster_Kohlhase_2025, title={AI Workflow for Scarce Data: A Modular Approach to Optimise Processes}, DOI={10.1109/ETFA65518.2025.11205664}, booktitle={2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Bültemeier, Julian and Holst, Christoph-Alexander and Lohweg, Volker and Schöne, Marvin and Jaster, Bjarne and Kohlhase, Martin}, year={2025}, pages={1–4} }
HSBI-PUB | DOI
 
[16]
2025 | Artikel | FH-PUB-ID: 6268 | OA
@article{Schöne_Kohlhase_Nelles_2025, title={Incorporation of structural properties of the response surface into oblique model trees}, volume={73}, DOI={10.1515/auto-2025-0017}, number={10}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver}, year={2025}, pages={727–739} }
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[15]
2025 | Konferenzbeitrag | FH-PUB-ID: 6049 | OA
@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={10.57720/6049}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }
HSBI-PUB | Dateien verfügbar | DOI
 
[14]
2025 | Konferenzbeitrag | FH-PUB-ID: 5904
@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={10.1109/CITREx64975.2025.10974940}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }
HSBI-PUB | DOI | Download (ext.)
 
[13]
2024 | Artikel | FH-PUB-ID: 6299 | OA
@article{Katter_Jaster_Schöne_2024, title={Evaluierung der Leistungsfähigkeit von LSTM-Modellen für die Approximation physikalischer Systeme }, volume={2}, DOI={10.60802/SIDAS.2024.2}, journal={Schriftenreihe des Institute for Data Science Solutions}, publisher={Hochschule Bielefeld}, author={Katter, Vincent and Jaster, Bjarne and Schöne, Marvin}, year={2024} }
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[12]
2024 | Buchbeitrag | FH-PUB-ID: 6272 | OA
@inbook{Schöne_Bültemeier_2024, place={Bielefeld}, series={Schriftenreihe des Institute for Data Science Solutions}, title={AI for Scarce Data (AI4ScaDa) — Maschinelles Lernen und Informationsfusion zur nachhaltigen Nutzung von Labor- und Kundendaten}, volume={1}, DOI={10.60802/sidas.2024.1}, booktitle={Kongress KI@HSBI2023 Solutions im Fokus – Posterbeiträge}, publisher={Hochschule Bielefeld}, author={Schöne, Marvin and Bültemeier, Julian}, editor={Institute for Data Science SolutionsEditor}, year={2024}, pages={28–29}, collection={Schriftenreihe des Institute for Data Science Solutions} }
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[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5882 | OA
@inproceedings{Bültemeier_Schöne_Kohlhase_Holst_Lohweg_Nelles_2024, title={Dichte-skaliertes Optimierungskriterium für Sliced Latin Hypercube Designs}, DOI={10.58895/ksp//1000174544-14}, booktitle={Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024}, publisher={KIT Scientific Publishing}, author={Bültemeier, Julian and Schöne, Marvin and Kohlhase, Martin and Holst, Christoph-Alexander and Lohweg, Volker and Nelles, Oliver}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2024}, pages={217–231} }
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[10]
2023 | Diskussionspapier | FH-PUB-ID: 3731 | OA
@book{Kösters_Schöne, title={Active Learning mit dem GUIDE-Entscheidungsbaum}, author={Kösters, Justus and Schöne, Marvin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[9]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[8]
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
 
[7]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
@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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[6]
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} }
HSBI-PUB | DOI | Download (ext.)
 
[5]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
@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}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2021}, pages={285–305} }
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[4]
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} }
HSBI-PUB | DOI | Download (ext.)
 
[3]
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
 
[2]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
@inproceedings{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} }
HSBI-PUB | DOI | Download (ext.)
 
[1]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
@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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18 Publikationen

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[18]
2025 | Buchbeitrag | FH-PUB-ID: 6273 | OA
@inbook{Schöne_Jaster_Bültemeier_Kohlhase_2025, place={Bielefeld}, series={Schriftenreihe des Institute for Data Science Solutions}, title={Informed Active Learning with Decision Trees to Balance Exploration and Exploitation}, volume={2}, DOI={10.60802/sidas.2025.2}, booktitle={Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge}, publisher={Hochschule Bielefeld}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kohlhase, Martin}, editor={Institute for Data Science SolutionsEditor}, year={2025}, pages={26–27}, collection={Schriftenreihe des Institute for Data Science Solutions} }
HSBI-PUB | DOI | Download (ext.)
 
[17]
2025 | Konferenzbeitrag | FH-PUB-ID: 6267
@inproceedings{Bültemeier_Holst_Lohweg_Schöne_Jaster_Kohlhase_2025, title={AI Workflow for Scarce Data: A Modular Approach to Optimise Processes}, DOI={10.1109/ETFA65518.2025.11205664}, booktitle={2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Bültemeier, Julian and Holst, Christoph-Alexander and Lohweg, Volker and Schöne, Marvin and Jaster, Bjarne and Kohlhase, Martin}, year={2025}, pages={1–4} }
HSBI-PUB | DOI
 
[16]
2025 | Artikel | FH-PUB-ID: 6268 | OA
@article{Schöne_Kohlhase_Nelles_2025, title={Incorporation of structural properties of the response surface into oblique model trees}, volume={73}, DOI={10.1515/auto-2025-0017}, number={10}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver}, year={2025}, pages={727–739} }
HSBI-PUB | DOI | Download (ext.)
 
[15]
2025 | Konferenzbeitrag | FH-PUB-ID: 6049 | OA
@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={10.57720/6049}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }
HSBI-PUB | Dateien verfügbar | DOI
 
[14]
2025 | Konferenzbeitrag | FH-PUB-ID: 5904
@inproceedings{Schöne_Jaster_Bültemeier_Kösters_Holst_Kohlhase_2025, title={Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}, DOI={10.1109/CITREx64975.2025.10974940}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)}, publisher={IEEE}, author={Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–9} }
HSBI-PUB | DOI | Download (ext.)
 
[13]
2024 | Artikel | FH-PUB-ID: 6299 | OA
@article{Katter_Jaster_Schöne_2024, title={Evaluierung der Leistungsfähigkeit von LSTM-Modellen für die Approximation physikalischer Systeme }, volume={2}, DOI={10.60802/SIDAS.2024.2}, journal={Schriftenreihe des Institute for Data Science Solutions}, publisher={Hochschule Bielefeld}, author={Katter, Vincent and Jaster, Bjarne and Schöne, Marvin}, year={2024} }
HSBI-PUB | DOI | Download (ext.)
 
[12]
2024 | Buchbeitrag | FH-PUB-ID: 6272 | OA
@inbook{Schöne_Bültemeier_2024, place={Bielefeld}, series={Schriftenreihe des Institute for Data Science Solutions}, title={AI for Scarce Data (AI4ScaDa) — Maschinelles Lernen und Informationsfusion zur nachhaltigen Nutzung von Labor- und Kundendaten}, volume={1}, DOI={10.60802/sidas.2024.1}, booktitle={Kongress KI@HSBI2023 Solutions im Fokus – Posterbeiträge}, publisher={Hochschule Bielefeld}, author={Schöne, Marvin and Bültemeier, Julian}, editor={Institute for Data Science SolutionsEditor}, year={2024}, pages={28–29}, collection={Schriftenreihe des Institute for Data Science Solutions} }
HSBI-PUB | DOI | Download (ext.)
 
[11]
2024 | Konferenzbeitrag | FH-PUB-ID: 5882 | OA
@inproceedings{Bültemeier_Schöne_Kohlhase_Holst_Lohweg_Nelles_2024, title={Dichte-skaliertes Optimierungskriterium für Sliced Latin Hypercube Designs}, DOI={10.58895/ksp//1000174544-14}, booktitle={Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024}, publisher={KIT Scientific Publishing}, author={Bültemeier, Julian and Schöne, Marvin and Kohlhase, Martin and Holst, Christoph-Alexander and Lohweg, Volker and Nelles, Oliver}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2024}, pages={217–231} }
HSBI-PUB | DOI | Download (ext.)
 
[10]
2023 | Diskussionspapier | FH-PUB-ID: 3731 | OA
@book{Kösters_Schöne, title={Active Learning mit dem GUIDE-Entscheidungsbaum}, author={Kösters, Justus and Schöne, Marvin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[9]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[8]
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
 
[7]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
@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} }
HSBI-PUB | Download (ext.)
 
[6]
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} }
HSBI-PUB | DOI | Download (ext.)
 
[5]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
@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}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2021}, pages={285–305} }
HSBI-PUB | DOI | Download (ext.)
 
[4]
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} }
HSBI-PUB | DOI | Download (ext.)
 
[3]
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
 
[2]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
@inproceedings{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} }
HSBI-PUB | DOI | Download (ext.)
 
[1]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
@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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