TY - CHAP A1 - Schiendorfer, Alexander A1 - Gajek, Carola A1 - Reif, Wolfgang ED - Bischl, Bernd ED - Guhr, Oliver ED - Seibold, Heidi ED - Steinbach, Peter T1 - Turning Software Engineers into Machine Learning Engineers T2 - Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop Y1 - 2021 UR - https://proceedings.mlr.press/v141/schiendorfer21a.html IS - 141 SP - 36 EP - 41 PB - PMLR CY - [s. l.] ER - TY - CHAP A1 - Ella, Miriam A1 - Gajek, Carola A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - Bischl, Bernd ED - Guhr, Oliver ED - Seibold, Heidi ED - Steinbach, Peter T1 - An Interactive Web Application for Decision Tree Learning T2 - Proceedings of the First Teaching Machine Learning and Artificial Intelligence Workshop Y1 - 2021 UR - https://proceedings.mlr.press/v141/elia21a.html IS - 141 SP - 11 EP - 16 PB - PMLR CY - [s. l.] ER - TY - CHAP A1 - Stieber, Simon A1 - Hoffmann, Alwin A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang A1 - Beyrle, Matthias A1 - Faber, Jan A1 - Richter, Michaela A1 - Sause, Markus T1 - Towards real-time process monitoring and machine learning for manufacturing composite structures T2 - Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) UR - https://doi.org/10.1109/ETFA46521.2020.9212097 Y1 - 2020 UR - https://doi.org/10.1109/ETFA46521.2020.9212097 SN - 978-1-7281-8956-7 SP - 1455 EP - 1458 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - Schiex, Thomas ED - de Givry, Simon T1 - Reducing bias in preference aggregation for multiagent soft constraint problems T2 - Principles and Practice of Constraint Programming, 25th International Conference, CP 2019, Proceedings UR - https://doi.org/10.1007/978-3-030-30048-7_30 Y1 - 2019 UR - https://doi.org/10.1007/978-3-030-30048-7_30 SN - 978-3-030-30047-0 SP - 510 EP - 526 PB - Springer CY - Cham ER - TY - CHAP A1 - Gajek, Carola A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - Nicosia, Giuseppe ED - Pardalos, Panos ED - Umeton, Renato ED - Giuffrida, Giovanni ED - Sciacca, Vincenzo T1 - A chained neural network model for photovoltaic power forecast T2 - Machine Learning, Optimization, and Data Science: 5th International Conference, LOD 2019, Siena, Italy, September 10–13, 2019, Proceedings UR - https://doi.org/10.1007/978-3-030-37599-7_47 Y1 - 2019 UR - https://doi.org/10.1007/978-3-030-37599-7_47 SN - 978-3-030-37598-0 SN - 0302-9743 SP - 566 EP - 578 PB - Springer CY - Cham ER - TY - CHAP A1 - Stieber, Simon A1 - Schröter, Niklas A1 - Schiendorfer, Alexander A1 - Hoffmann, Alwin A1 - Reif, Wolfgang ED - Dong, Yuxiao ED - Mladenić, Dunja ED - Saunders, Craig T1 - FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs T2 - Machine Learning and Knowledge Discovery in Databases, Applied Data Science Track, Proceedings, Part IV UR - https://doi.org/10.1007/978-3-030-67667-4_25 KW - process monitoring KW - convolutional neural networks KW - digital twin KW - manufacturing KW - industrial automation KW - resin transfer molding KW - carbon composites Y1 - 2021 UR - https://doi.org/10.1007/978-3-030-67667-4_25 SN - 978-3-030-67667-4 SN - 978-3-030-67666-7 N1 - Access to this content is enabled by Nationallizenz Ebooks Medicine SP - 411 EP - 426 PB - Springer CY - Cham ER - TY - CHAP A1 - Gajek, Carola A1 - Schiendorfer, Alexander A1 - Reif, Wolfgang ED - Amini, Massih-Reza ED - Canu, Stéphane ED - Fischer, Asja ED - Guns, Tias ED - Kralj Novak, Petra ED - Tsoumakas, Grigorios T1 - A Recommendation System for CAD Assembly Modeling based on Graph Neural Networks T2 - Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Proceedings, Part I UR - https://doi.org/10.1007/978-3-031-26387-3_28 KW - Graph Machine Learning KW - Recommendation KW - Computer-aided Design KW - AI-aided Design Y1 - 2023 UR - https://doi.org/10.1007/978-3-031-26387-3_28 SN - 978-3-031-26387-3 SN - 978-3-031-26386-6 SP - 457 EP - 473 PB - Springer CY - Cham ER - TY - CHAP A1 - Ruttmann, Julia A1 - Schiendorfer, Alexander ED - Hotho, Andreas ED - Rudolph, Sebastian T1 - SocialCOP: Reusable Building Blocks for Collective Constraint Optimization T2 - KI 2024: Advances in Artificial Intelligence, 47th German Conference on AI Würzburg, Germany, September 25–27, 2024 Proceedings UR - https://doi.org/10.1007/978-3-031-70893-0_15 Y1 - 2024 UR - https://doi.org/10.1007/978-3-031-70893-0_15 SN - 978-3-031-70893-0 SN - 978-3-031-70892-3 SP - 204 EP - 217 PB - Springer CY - Cham ER - TY - CHAP A1 - Schiendorfer, Alexander ED - Tomforde, Sven ED - Sick, Bernhard T1 - A Soft Constraint Approach to Self-organising Systems T2 - Organic Computing, Doctoral Dissertation Colloquium 2015 Y1 - 2015 UR - https://www.uni-kassel.de/ub/publizieren/kassel-university-press/verlagsprogramm?h=9783737600286 SN - 978-3-7376-0029-3 SN - 978-3-7376-0028-6 SP - 3 EP - 11 PB - kassel university press CY - Kassel ER - TY - CHAP A1 - Schiendorfer, Alexander ED - Tomforde, Sven ED - Sick, Bernhard T1 - Constraint Programming for Hierarchical Resource Allocation T2 - Organic Computing, Doctoral Dissertation Colloquium 2014 Y1 - 2014 UR - https://www.uni-kassel.de/ub/publizieren/kassel-university-press/verlagsprogramm/?h=978-3-86219-832-0 SN - 978-3-86219-832-0 SN - 978-3-86219-833-7 SP - 57 EP - 68 PB - kassel university press CY - Kassel ER - TY - CHAP A1 - Schiendorfer, Alexander A1 - Lassner, Christoph A1 - Anders, Gerrit A1 - Reif, Wolfgang A1 - Lienhart, Rainer ED - Cardoso, João M. P. T1 - Active Learning for Abstract Models of Collectives T2 - ARCS 2015 - 28th International Conference on Architecture of Computing Systems, Workshop Proceedings Y1 - 2015 UR - https://www.vde-verlag.de/proceedings-de/563657010.html SN - 978-3-8007-3657-7 N1 - Auch veröffentlicht auf IEEE: https://ieeexplore.ieee.org/abstract/document/7107102 PB - VDE Verlag CY - Berlin ER - TY - CHAP A1 - Lodes, Lukas A1 - Schiendorfer, Alexander ED - Facchinetti, Tullio ED - Cenedese, Angelo ED - Lo Bello, Lucia ED - Vitturi, Stefano ED - Sauter, Thilo ED - Tramarin, Federico T1 - A multi-layer machine learning architecture for near real-time inference in manufacturing based on Apache Kafka and selective classification T2 - 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) UR - https://doi.org/10.1109/ETFA61755.2024.10711030 Y1 - 2024 UR - https://doi.org/10.1109/ETFA61755.2024.10711030 SN - 979-8-3503-6123-0 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Steffel, Pauline A1 - Bock, Jürgen A1 - Schiendorfer, Alexander ED - Almeida, Luis ED - Indria, Marina ED - de Sousa, Mario ED - Visioli, Antonio ED - Ashjaei, Mohammad ED - Santos, Pedro T1 - Towards a Configurable and Reusable RL Training Infrastructure for AMRs in ROS2 T2 - 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA) UR - https://doi.org/10.1109/ETFA65518.2025.11205702 Y1 - 2025 UR - https://doi.org/10.1109/ETFA65518.2025.11205702 SN - 979-8-3315-5383-8 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Dachtler, Kristina A1 - Schiendorfer, Alexander ED - Almeida, Luis ED - Indria, Marina ED - de Sousa, Mario ED - Visioli, Antonio ED - Ashjaei, Mohammad ED - Santos, Pedro T1 - A Framework to integrate Machine Learning Decision Preferences in Manufacturing Use Cases T2 - 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA) UR - https://doi.org/10.1109/ETFA65518.2025.11205573 Y1 - 2025 UR - https://doi.org/10.1109/ETFA65518.2025.11205573 SN - 979-8-3315-5383-8 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Dachtler, Kristina A1 - Ortner, Michael A1 - Ferri, Massimo A1 - Eberst, Christof A1 - Schiendorfer, Alexander T1 - Data-centric and Goal-oriented AI for Robotic Repair Tasks T2 - ISR Europe 2023, 56th International Symposium on Robotics, in cooperation with Fraunhofer IPA September 26 – 27, 2023 in Stuttgart Y1 - 2023 SN - 978-3-8007-6141-8 N1 - Auch veröffentlicht auf IEEE: https://ieeexplore.ieee.org/document/10363053 PB - VDE Verlag CY - Berlin ER -