[{"keyword":["Reinforcement Learning","Robotic Manipulation","Kinematic Adaptation","Sim-to-Real Transfer"],"title":"Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms","project":[{"name":"Institute for Building Intelligence","_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D"}],"quality_controlled":"1","conference":{"start_date":"2026-11-18","end_date":"2026-11-20","name":"9th Iberian Robotics Conference (ROBOT) ","location":"Barcelona"},"type":"conference","year":"2026","department":[{"_id":"102"}],"author":[{"id":"244831","first_name":"Patrick Thomas","orcid":"0009-0009-6800-1273","last_name":"Mayer","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-6800-1273/work/227375532","full_name":"Mayer, Patrick Thomas"},{"id":"245736","last_name":"Rexilius","orcid":"0000-0002-4579-214X","first_name":"Jan","full_name":"Rexilius, Jan","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227375533"}],"_id":"7175","citation":{"mla":"Mayer, Patrick Thomas, and Jan Rexilius. “Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms.” <i>9th Iberian Robotics Conference (ROBOT) </i>.","ieee":"P. T. Mayer and J. Rexilius, “Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms,” in <i>9th Iberian Robotics Conference (ROBOT) </i>, Barcelona.","alphadin":"<span style=\"font-variant:small-caps;\">Mayer, Patrick Thomas</span> ; <span style=\"font-variant:small-caps;\">Rexilius, Jan</span>: Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms. In: <i>9th Iberian Robotics Conference (ROBOT) </i>","short":"P.T. Mayer, J. Rexilius, in: 9th Iberian Robotics Conference (ROBOT) , n.d.","ama":"Mayer PT, Rexilius J. Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms. In: <i>9th Iberian Robotics Conference (ROBOT) </i>.","bibtex":"@inproceedings{Mayer_Rexilius, title={Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms}, booktitle={9th Iberian Robotics Conference (ROBOT) }, author={Mayer, Patrick Thomas and Rexilius, Jan} }","chicago":"Mayer, Patrick Thomas, and Jan Rexilius. “Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms.” In <i>9th Iberian Robotics Conference (ROBOT) </i>, n.d.","apa":"Mayer, P. T., &#38; Rexilius, J. (n.d.). Adapting to Variable Active-Joint Configurations via Kinematics-Informed Attention for Robot Arms. In <i>9th Iberian Robotics Conference (ROBOT) </i>. Barcelona."},"user_id":"244831","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Deep reinforcement learning (RL) policies for robotic control are typically trained for a single hardware configuration. When a joint locks, the learned mapping no longer matches the available actuation. This paper investigates whether combining self-attention with explicit kinematic observations can improve a policy’s adaptability to varying active-joint configurations. We train a single RL agent to control a Franka Emika Panda manipulator across different sets of active joints, from a restricted 4-degree-of-freedom (DOF) mode to the fully redundant 7-DOF configuration. Instead of fixed-length state vectors, the method processes the active joints as a variable-length sequence, enriching each joint’s representation with its relative spatial offset and geometric Jacobian influence. The proposed kinematics-informed attention architecture reaches a success rate of 82.1% across trained configurations and 66.6% on unseen configurations, outperforming multilayer perceptron and generic attention baselines while remaining nearly collision-free. Deployed on a physical Panda, the simulation-trained agent reaches 79.0% success on the unseen configurations, closely matching the simulation on the same target schedule (77.0%)."}],"status":"public","date_updated":"2026-10-21T09:44:11Z","publication":"9th Iberian Robotics Conference (ROBOT) ","date_created":"2026-09-21T16:34:09Z","publication_status":"accepted"},{"date_updated":"2026-10-21T09:43:36Z","publication":"26th International Conference on Control, Automation and Systems (ICCAS)","status":"public","publication_status":"accepted","date_created":"2026-09-21T16:30:06Z","user_id":"244831","language":[{"iso":"eng"}],"abstract":[{"text":"This paper presents a hybrid control architecture for dynamic robotic picking tasks. The framework combines a Deep Reinforcement Learning policy for high-level interception with a dedicated Inverse Kinematics controller for precise terminal grasping, while mitigating precision limitations of monolithic learning-based approaches. The framework utilizes a Proximal Policy Optimization agent to approach moving targets, seamlessly transitioning to an Inverse Kinematics solver that reduces terminal orientational and positional errors while minimizing cumulative control effort. To facilitate deployment on physical hardware, a robust sim-to-real pipeline incorporating system identification, domain randomization, and latency injection is employed. Experimental results on a physical Franka Emika Panda manipulator validate this hybrid architecture. The system achieves an 80% success rate in pick-and-place tasks, compared to 60.8% for unadapted baselines, with no safety-critical violations such as joint limit breaches or collisions observed during testing.","lang":"eng"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Mayer, Patrick Thomas</span> ; <span style=\"font-variant:small-caps;\">Rexilius, Jan</span>: A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer. In: <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>","ieee":"P. T. Mayer and J. Rexilius, “A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer,” in <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>, Sapporo.","mla":"Mayer, Patrick Thomas, and Jan Rexilius. “A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer.” <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>.","short":"P.T. Mayer, J. Rexilius, in: 26th International Conference on Control, Automation and Systems (ICCAS), n.d.","bibtex":"@inproceedings{Mayer_Rexilius, title={A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer}, booktitle={26th International Conference on Control, Automation and Systems (ICCAS)}, author={Mayer, Patrick Thomas and Rexilius, Jan} }","ama":"Mayer PT, Rexilius J. A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer. In: <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>.","apa":"Mayer, P. T., &#38; Rexilius, J. (n.d.). A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer. In <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>. Sapporo.","chicago":"Mayer, Patrick Thomas, and Jan Rexilius. “A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer.” In <i>26th International Conference on Control, Automation and Systems (ICCAS)</i>, n.d."},"_id":"7174","department":[{"_id":"102"}],"author":[{"id":"244831","full_name":"Mayer, Patrick Thomas","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0009-6800-1273/work/227375528","orcid":"0009-0009-6800-1273","last_name":"Mayer","first_name":"Patrick Thomas"},{"id":"245736","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227375529","full_name":"Rexilius, Jan","first_name":"Jan","orcid":"0000-0002-4579-214X","last_name":"Rexilius"}],"year":"2026","type":"conference","conference":{"start_date":"2026-10-27","end_date":"2026-10-30","name":"26th International Conference on Control, Automation and Systems (ICCAS)","location":"Sapporo"},"project":[{"_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D","name":"Institute for Building Intelligence"}],"title":"A Hybrid Control Framework Using Reinforcement Learning for Dynamic Robotic Manipulation and Sim-to-Real Transfer","quality_controlled":"1","keyword":["Reinforcement Learning","Hybrid Control","Sim-to-Real","Robotic Manipulation","Inverse Kinematics."]},{"title":"Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints","project":[{"name":"Institute for Building Intelligence","_id":"A827C0AA-C7DA-11E9-B0AE-1F4CB252D58D"}],"quality_controlled":"1","keyword":["MAV navigation","Reinforcement learning","Constrained navigation","Control barrier functions"],"conference":{"start_date":"2026-11-18","location":"Barcelona","name":"9th Iberian Robotics Conference (ROBOT)","end_date":"2026-11-20"},"type":"conference","year":"2026","author":[{"id":"229807","last_name":"Kirsch","first_name":"André","full_name":"Kirsch, André"},{"full_name":"Rexilius, Jan","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4579-214X/work/227345663","orcid":"0000-0002-4579-214X","last_name":"Rexilius","first_name":"Jan","id":"245736"}],"_id":"7173","citation":{"chicago":"Kirsch, André, and Jan Rexilius. “Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints,” n.d.","apa":"Kirsch, A., &#38; Rexilius, J. (n.d.). Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints. Presented at the 9th Iberian Robotics Conference (ROBOT), Barcelona.","short":"A. Kirsch, J. Rexilius, in: n.d.","mla":"Kirsch, André, and Jan Rexilius. <i>Reinforcement Learning-Based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints</i>.","ieee":"A. Kirsch and J. Rexilius, “Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints,” presented at the 9th Iberian Robotics Conference (ROBOT), Barcelona.","alphadin":"<span style=\"font-variant:small-caps;\">Kirsch, André</span> ; <span style=\"font-variant:small-caps;\">Rexilius, Jan</span>: Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints. In:","ama":"Kirsch A, Rexilius J. Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints.","bibtex":"@inproceedings{Kirsch_Rexilius, title={Reinforcement Learning-based MAV Navigation With Parameterized Waypoints: Incorporating Orientation, Speed Limits, and Corridor Constraints}, author={Kirsch, André and Rexilius, Jan} }"},"user_id":"220548","abstract":[{"text":"Reinforcement learning has achieved state-of-the-art performance in MAV control, waypoint flight, and obstacle avoidance. However, existing RL approaches often assume fixed objectives and constraints, with flight behavior largely limited by vehicle dynamics and orientation considered only when required for locomotion. Classical planning and model predictive control handle such constraints explicitly, but require optimization or replanning. This motivates methods that combine learned local control with explicit constraint handling. We combine reinforcement learning with control barrier functions to improve constraint-aware execution. We propose parameterized waypoints that encode orientation, velocity, and corridor constraints. Simulation and real-world experiments show that a single policy can execute different constraint-parameterized navigation scenarios, revealing scenario-dependent trade-offs between traversal time, tracking accuracy, and constraint satisfaction.","lang":"eng"}],"language":[{"iso":"eng"}],"date_updated":"2026-09-24T12:22:54Z","status":"public","publication_status":"accepted","date_created":"2026-09-21T14:31:38Z"},{"doi":"10.25673/123544","type":"conference","publisher":"Otto von Guericke University Library, Magdeburg, Germany","year":"2026","title":"Smart data adapter: A hybrid pattern-LLM approach","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"quality_controlled":"1","keyword":["Semantic Data Type Detection","DigitalTwin","Manufacturing SMEs","Zero-shot Learning","Hybrid AI","LLM"],"conference":{"end_date":"2026-06-16","name":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","location":"Magdeburg","start_date":"2026-06-15"},"user_id":"220548","language":[{"iso":"eng"}],"abstract":[{"text":"Adopting digital twin technologies in small andmedium-sized enterprises (SMEs) is often hinderedby heterogeneous, poorly documented productiondata. Current semantic type detection approachesrequire massive labeled datasets making themimpractical for resource-constrained SMEs. Wepropose a zero-shot hybrid framework combiningpattern-based classification with selective largelanguage model (LLM) reasoning formanufacturing-specific data types. The two-stagearchitecture uses rule-based patterns for high-confidence cases, forwarding ambiguous columnsto a multi-step LLM reasoner. Evaluation on fourmanufacturing datasets shows the hybrid approachachieves weighted F1 within 7 24 percentagepoints of pure LLM classification performancewhile reducing LLM invocations by 39% onaverage. Processing time decreased by up to 2.8×.Our framework addresses a critical gap: automated,computationally efficient data type recognition formanufacturing SMEs without requiring trainingdata, contributing to automated simulation anddigital twin construction.","lang":"eng"}],"date_updated":"2026-07-20T08:11:01Z","publication":"19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","status":"public","publication_status":"published","date_created":"2026-07-16T18:51:32Z","department":[{"_id":"103"}],"editor":[{"last_name":"Behrendt","first_name":"Fabian","full_name":"Behrendt, Fabian"},{"full_name":"Zadek, Hartmut","first_name":"Hartmut","last_name":"Zadek"},{"last_name":"Janmontree","first_name":"Jettarat","full_name":"Janmontree, Jettarat"},{"full_name":"Trojahn, Sebastian","last_name":"Trojahn","first_name":"Sebastian"},{"full_name":"Lang, Sebastian","first_name":"Sebastian","last_name":"Lang"}],"author":[{"full_name":"Döring, Lina","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0000-3555-4183/work/221016189","last_name":"Döring","orcid":"0009-0000-3555-4183","first_name":"Lina","id":"231689"},{"first_name":"Sebastian","last_name":"Trojahn","full_name":"Trojahn, Sebastian"},{"id":"223271","first_name":"Pascal","last_name":"Reusch","full_name":"Reusch, Pascal"}],"main_file_link":[{"url":"https://opendata.uni-halle.de/bitstream/1981185920/125478/1/DW16_Smart%20Data%20Adapter%20A%20Hybrid%20Pattern-LLM%20Approach.pdf"}],"_id":"7068","citation":{"chicago":"Döring, Lina, Sebastian Trojahn, and Pascal Reusch. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” In <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt, Hartmut Zadek, Jettarat Janmontree, Sebastian Trojahn, and Sebastian Lang. Otto von Guericke University Library, Magdeburg, Germany, 2026. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>.","apa":"Döring, L., Trojahn, S., &#38; Reusch, P. (2026). Smart data adapter: A hybrid pattern-LLM approach. In F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, &#38; S. Lang (Eds.), <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. <a href=\"https://doi.org/10.25673/123544\">https://doi.org/10.25673/123544</a>","mla":"Döring, Lina, et al. “Smart Data Adapter: A Hybrid Pattern-LLM Approach.” <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Fabian Behrendt et al., Otto von Guericke University Library, Magdeburg, Germany, 2026, doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>.","ieee":"L. Döring, S. Trojahn, and P. Reusch, “Smart data adapter: A hybrid pattern-LLM approach,” in <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, Magdeburg, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Döring, Lina</span> ; <span style=\"font-variant:small-caps;\">Trojahn, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span>: Smart data adapter: A hybrid pattern-LLM approach. In: <span style=\"font-variant:small-caps;\">Behrendt, F.</span> ; <span style=\"font-variant:small-caps;\">Zadek, H.</span> ; <span style=\"font-variant:small-caps;\">Janmontree, J.</span> ; <span style=\"font-variant:small-caps;\">Trojahn, S.</span> ; <span style=\"font-variant:small-caps;\">Lang, S.</span> (Hrsg.): <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> : Otto von Guericke University Library, Magdeburg, Germany, 2026","short":"L. Döring, S. Trojahn, P. Reusch, in: F. Behrendt, H. Zadek, J. Janmontree, S. Trojahn, S. Lang (Eds.), 19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2026.","ama":"Döring L, Trojahn S, Reusch P. Smart data adapter: A hybrid pattern-LLM approach. In: Behrendt F, Zadek H, Janmontree J, Trojahn S, Lang S, eds. <i>19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Otto von Guericke University Library, Magdeburg, Germany; 2026. doi:<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>","bibtex":"@inproceedings{Döring_Trojahn_Reusch_2026, title={Smart data adapter: A hybrid pattern-LLM approach}, DOI={<a href=\"https://doi.org/10.25673/123544\">10.25673/123544</a>}, booktitle={19th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Döring, Lina and Trojahn, Sebastian and Reusch, Pascal}, editor={Behrendt, Fabian and Zadek, Hartmut and Janmontree, Jettarat and Trojahn, Sebastian and Lang, SebastianEditors}, year={2026} }"}},{"user_id":"220548","publication_identifier":{"issn":["1860-6725"]},"language":[{"iso":"ger"}],"status":"public","publication":"ERP Management","date_updated":"2026-07-01T11:45:29Z","page":"28-33","date_created":"2026-07-01T09:50:40Z","publication_status":"published","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"author":[{"id":"244719","full_name":"Prell, Jonas","last_name":"Prell","first_name":"Jonas"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-7805-1512/work/219316813","full_name":"Schmidtmann, Achim","first_name":"Achim","last_name":"Schmidtmann","orcid":"0009-0006-7805-1512","id":"232783"}],"_id":"7034","citation":{"chicago":"Prell, Jonas, and Achim Schmidtmann. “Adaptive Service Level Agreements.” <i>ERP Management</i> 22, no. 3 (2026): 28–33.","apa":"Prell, J., &#38; Schmidtmann, A. (2026). Adaptive Service Level Agreements. <i>ERP Management</i>, <i>22</i>(3), 28–33.","short":"J. Prell, A. Schmidtmann, ERP Management 22 (2026) 28–33.","alphadin":"<span style=\"font-variant:small-caps;\">Prell, Jonas</span> ; <span style=\"font-variant:small-caps;\">Schmidtmann, Achim</span>: Adaptive Service Level Agreements. In: <i>ERP Management</i> Bd. 22, GITO Verlag (2026), Nr. 3, S. 28–33","ieee":"J. Prell and A. Schmidtmann, “Adaptive Service Level Agreements,” <i>ERP Management</i>, vol. 22, no. 3, pp. 28–33, 2026.","mla":"Prell, Jonas, and Achim Schmidtmann. “Adaptive Service Level Agreements.” <i>ERP Management</i>, vol. 22, no. 3, GITO Verlag, 2026, pp. 28–33.","bibtex":"@article{Prell_Schmidtmann_2026, title={Adaptive Service Level Agreements}, volume={22}, number={3}, journal={ERP Management}, publisher={GITO Verlag}, author={Prell, Jonas and Schmidtmann, Achim}, year={2026}, pages={28–33} }","ama":"Prell J, Schmidtmann A. Adaptive Service Level Agreements. <i>ERP Management</i>. 2026;22(3):28-33."},"intvolume":"        22","type":"journal_article","issue":"3","volume":22,"publisher":"GITO Verlag","article_type":"original","alternative_title":["Wie flexible Verträge Innovation ermöglichen und welche Risiken sie bergen"],"year":"2026","keyword":["ERP-Management","Adaptives SLA","IT-Governance","IT-Outsourcing","Innovationsmanagement"],"title":"Adaptive Service Level Agreements"},{"file_date_updated":"2026-04-15T14:40:25Z","oa":"1","urn":"urn:nbn:de:hbz:bi10-68270","title":"UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY","keyword":["German healthcare system","factors affecting the potential use of health services","female Turkish migrants","their children"],"type":"working_paper","doi":"10.57720/6827","has_accepted_license":"1","year":"2026","file":[{"content_type":"application/vnd.openxmlformats-officedocument.wordprocessingml.document","relation":"main_file","file_name":"Manuscript 24.03.2026.docx","file_size":44155,"file_id":"6828","date_created":"2026-04-15T14:38:56Z","access_level":"open_access","date_updated":"2026-04-15T14:38:56Z","creator":"kmakowsky","success":1},{"date_updated":"2026-04-15T14:39:25Z","creator":"kmakowsky","success":1,"date_created":"2026-04-15T14:39:25Z","access_level":"open_access","file_size":25642,"file_id":"6829","file_name":"Tables.docx","content_type":"application/vnd.openxmlformats-officedocument.wordprocessingml.document","relation":"main_file"},{"success":1,"date_updated":"2026-04-15T14:40:25Z","creator":"kmakowsky","date_created":"2026-04-15T14:40:25Z","access_level":"open_access","file_id":"6830","file_size":15134,"file_name":"Title pageKM.docx","content_type":"application/vnd.openxmlformats-officedocument.wordprocessingml.document","relation":"main_file"}],"department":[{"_id":"105"}],"author":[{"id":"208630","last_name":"Makowsky","first_name":"Katja","full_name":"Makowsky, Katja"},{"full_name":"Sezer Efe, Yağmur ","first_name":"Yağmur ","last_name":"Sezer Efe"}],"main_file_link":[{"open_access":"1"}],"citation":{"chicago":"Makowsky, Katja, and Yağmur  Sezer Efe. <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>, 2026. <a href=\"https://doi.org/10.57720/6827\">https://doi.org/10.57720/6827</a>.","apa":"Makowsky, K., &#38; Sezer Efe, Y. (2026). <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>. <a href=\"https://doi.org/10.57720/6827\">https://doi.org/10.57720/6827</a>","short":"K. Makowsky, Y. Sezer Efe, UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY, 2026.","alphadin":"<span style=\"font-variant:small-caps;\">Makowsky, Katja</span> ; <span style=\"font-variant:small-caps;\">Sezer Efe, Yağmur </span>: <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>, 2026","mla":"Makowsky, Katja, and Yağmur Sezer Efe. <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>. 2026, doi:<a href=\"https://doi.org/10.57720/6827\">10.57720/6827</a>.","ieee":"K. Makowsky and Y. Sezer Efe, <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>. 2026.","bibtex":"@book{Makowsky_Sezer Efe_2026, title={UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY}, DOI={<a href=\"https://doi.org/10.57720/6827\">10.57720/6827</a>}, author={Makowsky, Katja and Sezer Efe, Yağmur }, year={2026} }","ama":"Makowsky K, Sezer Efe Y. <i>UTILIZATION AND USE OF HEALTH SERVICES BY FEMALE TURKISH MIGRANTS AND THEIR CHILDREN LIVING IN GERMANY</i>.; 2026. doi:<a href=\"https://doi.org/10.57720/6827\">10.57720/6827</a>"},"_id":"6827","user_id":"263827","abstract":[{"text":"Introduction: Migration is a complicated social phenomenon that has a big impact on people's access to and use of health care, especially for vulnerable groups like women and children. The study was carried out to determine the factors affecting the potential use of health services and their usage by female Turkish migrants and their children living in Bielefeld, Germany.\r\nMethods: The study adopted a qualitative design, and in-depth individual interview interviews were used to collect data. Interviews were conducted with 20 female Turkish migrants who have children with food allergies between November-December 2023. The data were analyzed using the content analysis method. \r\nResults: The ages of the female Turkish migrants participating in the study ranged from 31 to 48. A total of 4 themes were determined from the codes: 1) Perceptions on health services, 2) Perceptions of health care service in Germany compared to the country of origin, 3) Healthcare utilization and comparative perceptions of health systems, and 4) Factors that facilitate access to health services and increase satisfaction and suggestions for improvement. \r\nDiscussion: Mothers have both positive and negative experiences with the German healthcare system, their perceptions of the German healthcare system are influenced by their experiences in their home country, there are factors that increase their satisfaction, they encounter individual and systemic barriers in healthcare service utilization, and they made some suggestions for overcoming these barriers.\r\n","lang":"eng"}],"language":[{"iso":"eng"}],"date_updated":"2026-04-20T10:12:25Z","status":"public","date_created":"2026-04-15T14:43:46Z"},{"user_id":"226669","language":[{"iso":"eng"}],"status":"public","publication":"Big Data and Cognitive Computing","date_created":"2025-10-17T07:19:59Z","publication_status":"published","department":[{"_id":"103"}],"main_file_link":[{"open_access":"1","url":"https://www.mdpi.com/2504-2289/9/10/261/pdf"}],"intvolume":"         9","_id":"6244","citation":{"chicago":"Niederhaus, Marvin, Nico Migenda, Julian Weller, Martin Kohlhase, and Wolfram Schenck. “Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems.” <i>Big Data and Cognitive Computing</i> 9, no. 10 (2025). <a href=\"https://doi.org/10.3390/bdcc9100261\">https://doi.org/10.3390/bdcc9100261</a>.","apa":"Niederhaus, M., Migenda, N., Weller, J., Kohlhase, M., &#38; Schenck, W. (2025). Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems. <i>Big Data and Cognitive Computing</i>, <i>9</i>(10). <a href=\"https://doi.org/10.3390/bdcc9100261\">https://doi.org/10.3390/bdcc9100261</a>","bibtex":"@article{Niederhaus_Migenda_Weller_Kohlhase_Schenck_2025, title={Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems}, volume={9}, DOI={<a href=\"https://doi.org/10.3390/bdcc9100261\">10.3390/bdcc9100261</a>}, number={10261}, journal={Big Data and Cognitive Computing}, publisher={MDPI AG}, author={Niederhaus, Marvin and Migenda, Nico and Weller, Julian and Kohlhase, Martin and Schenck, Wolfram}, year={2025} }","ama":"Niederhaus M, Migenda N, Weller J, Kohlhase M, Schenck W. Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems. <i>Big Data and Cognitive Computing</i>. 2025;9(10). doi:<a href=\"https://doi.org/10.3390/bdcc9100261\">10.3390/bdcc9100261</a>","short":"M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, W. Schenck, Big Data and Cognitive Computing 9 (2025).","alphadin":"<span style=\"font-variant:small-caps;\">Niederhaus, Marvin</span> ; <span style=\"font-variant:small-caps;\">Migenda, Nico</span> ; <span style=\"font-variant:small-caps;\">Weller, Julian</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span> ; <span style=\"font-variant:small-caps;\">Schenck, Wolfram</span>: Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems. In: <i>Big Data and Cognitive Computing</i> Bd. 9, MDPI AG (2025), Nr. 10","ieee":"M. Niederhaus, N. Migenda, J. Weller, M. Kohlhase, and W. Schenck, “Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems,” <i>Big Data and Cognitive Computing</i>, vol. 9, no. 10, 2025.","mla":"Niederhaus, Marvin, et al. “Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems.” <i>Big Data and Cognitive Computing</i>, vol. 9, no. 10, 261, MDPI AG, 2025, doi:<a href=\"https://doi.org/10.3390/bdcc9100261\">10.3390/bdcc9100261</a>."},"has_accepted_license":"1","issue":"10","funded_apc":"1","publisher":"MDPI AG","article_number":"261","article_type":"original","year":"2025","oa":"1","file_date_updated":"2025-10-17T07:11:25Z","keyword":["prescriptive analytics","prescriptive platforms","advanced data analytics","retrieval-augmented generation","graph-based retrieval-augmented generation","large language models","generative AI","genAI","recommender system"],"title":"Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"},{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"quality_controlled":"1","publication_identifier":{"eissn":["2504-2289"]},"date_updated":"2026-06-01T15:15:50Z","author":[{"id":"232004","orcid":"0009-0008-8581-2708","last_name":"Niederhaus","first_name":"Marvin","full_name":"Niederhaus, Marvin","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0008-8581-2708/work/194508828"},{"first_name":"Nico","last_name":"Migenda","orcid":"0000-0002-7223-1735","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-7223-1735/work/194483982","full_name":"Migenda, Nico","id":"218473"},{"last_name":"Weller","first_name":"Julian","full_name":"Weller, Julian"},{"id":"226669","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/194483983","full_name":"Kohlhase, Martin","first_name":"Martin","orcid":"0009-0002-9374-0720","last_name":"Kohlhase"},{"id":"224375","last_name":"Schenck","orcid":"0000-0003-3300-2048","first_name":"Wolfram","full_name":"Schenck, Wolfram","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-3300-2048/work/194483984"}],"doi":"10.3390/bdcc9100261","type":"journal_article","volume":9,"file":[{"access_level":"open_access","date_created":"2025-10-17T07:11:25Z","success":1,"creator":"mniederhaus","date_updated":"2025-10-17T07:11:25Z","file_id":"6245","file_size":13995224,"relation":"main_file","content_type":"application/pdf","file_name":"BDCC-09-00261.pdf"}],"urn":"urn:nbn:de:hbz:bi10-62444"},{"project":[{"_id":"f432a2ee-bceb-11ed-a251-a83585c5074d","name":"Institute for Data Science Solutions"}],"quality_controlled":"1","title":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES","keyword":["Machine Learning","Computer Vision","Instance Segmentation","CNNs","YOLACT","Data Augmentation","Waste Classification","Trash Detection","Biowaste Analysis"],"file_date_updated":"2025-10-15T07:02:12Z","oa":"1","year":"2025","place":"Bonn","has_accepted_license":"1","issue":"366","citation":{"ama":"Sangel M, Bensch E, Brandt-Pook H, Röllke T, Markworth C. Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In: Gesellschaft für Informatik e.V., ed. <i>INFORMATIK 2025</i>. Bonn; 2025:1363-1371. doi:<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>","bibtex":"@inproceedings{Sangel_Bensch_Brandt-Pook_Röllke_Markworth_2025, place={Bonn}, title={Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES}, DOI={<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>}, number={366}, booktitle={INFORMATIK 2025}, author={Sangel, Marius and Bensch, Emilia and Brandt-Pook, Hans and Röllke, Timo and Markworth, Cedric}, editor={Gesellschaft für Informatik e.V.Editor}, year={2025}, pages={1363–1371} }","ieee":"M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, and C. Markworth, “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES,” in <i>INFORMATIK 2025</i>, Potsdam, 2025, no. 366, pp. 1363–1371.","mla":"Sangel, Marius, et al. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” <i>INFORMATIK 2025</i>, edited by Gesellschaft für Informatik e.V., no. 366, 2025, pp. 1363–71, doi:<a href=\"https://doi.org/10.18420/INF2025_121\">10.18420/INF2025_121</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Sangel, Marius</span> ; <span style=\"font-variant:small-caps;\">Bensch, Emilia</span> ; <span style=\"font-variant:small-caps;\">Brandt-Pook, Hans</span> ; <span style=\"font-variant:small-caps;\">Röllke, Timo</span> ; <span style=\"font-variant:small-caps;\">Markworth, Cedric</span>: Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In: <span style=\"font-variant:small-caps;\">Gesellschaft für Informatik e.V.</span> (Hrsg.): <i>INFORMATIK 2025</i>. Bonn, 2025, S. 1363–1371","short":"M. Sangel, E. Bensch, H. Brandt-Pook, T. Röllke, C. Markworth, in: Gesellschaft für Informatik e.V. (Ed.), INFORMATIK 2025, Bonn, 2025, pp. 1363–1371.","chicago":"Sangel, Marius, Emilia Bensch, Hans Brandt-Pook, Timo Röllke, and Cedric Markworth. “Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES.” In <i>INFORMATIK 2025</i>, edited by Gesellschaft für Informatik e.V., 1363–71. Bonn, 2025. <a href=\"https://doi.org/10.18420/INF2025_121\">https://doi.org/10.18420/INF2025_121</a>.","apa":"Sangel, M., Bensch, E., Brandt-Pook, H., Röllke, T., &#38; Markworth, C. (2025). Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES. In Gesellschaft für Informatik e.V. (Ed.), <i>INFORMATIK 2025</i> (pp. 1363–1371). Bonn. <a href=\"https://doi.org/10.18420/INF2025_121\">https://doi.org/10.18420/INF2025_121</a>"},"_id":"6235","main_file_link":[{"open_access":"1"}],"department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"publication_status":"epub_ahead","date_created":"2025-10-15T07:05:27Z","publication":"INFORMATIK 2025","status":"public","language":[{"iso":"ger"}],"user_id":"243822","conference":{"name":"INFORMATIKFESTIVAL 2025","location":"Potsdam","end_date":"2025-09-19","start_date":"2025-09-16"},"urn":"urn:nbn:de:hbz:bi10-62353","file":[{"access_level":"open_access","date_created":"2025-10-15T07:02:12Z","success":1,"date_updated":"2025-10-15T07:02:12Z","creator":"msangel1","file_id":"6236","file_size":14374281,"content_type":"application/pdf","relation":"main_file","file_name":"Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen Ansätze und Ergebnisse aus dem Projekt TRACES.pdf"}],"tmp":{"image":"/images/cc_by_sa.png","legal_code_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","name":"Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0)","short":"CC BY-SA (4.0)"},"doi":"10.18420/INF2025_121","type":"conference","author":[{"id":"243822","full_name":"Sangel, Marius","last_name":"Sangel","first_name":"Marius"},{"last_name":"Bensch","first_name":"Emilia","full_name":"Bensch, Emilia"},{"id":"206531","last_name":"Brandt-Pook","orcid":"0009-0002-6668-2684","first_name":"Hans","full_name":"Brandt-Pook, Hans","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-6668-2684/work/194297832"},{"first_name":"Timo","last_name":"Röllke","full_name":"Röllke, Timo"},{"last_name":"Markworth","first_name":"Cedric","full_name":"Markworth, Cedric"}],"page":"1363-1371","date_updated":"2026-03-17T15:29:27Z","publication_identifier":{"unknown":["2944-7682"]},"corporate_editor":["Gesellschaft für Informatik e.V."]},{"related_material":{"record":[{"relation":"later_version","status":"public","id":"6045"}]},"conference":{"name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","location":"Trondheim, Norway","end_date":"2025-03-20","start_date":"2025-03-17"},"project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"quality_controlled":"1","title":"Trust Issues in Active Learning and Their Impact on Real-World Applications","keyword":["Active Learning","Trustworthiness","Evaluation-methods"],"year":"2025","type":"conference","doi":"10.1109/CITRExCompanion65208.2025.10981492","publisher":"IEEE","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10981492"}],"citation":{"apa":"Jaster, B., &#38; Kohlhase, M. (2025). Trust Issues in Active Learning and Their Impact on Real-World Applications. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i> (pp. 1–5). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.1109/CITRExCompanion65208.2025.10981492\">https://doi.org/10.1109/CITRExCompanion65208.2025.10981492</a>","chicago":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE, 1–5. IEEE, 2025. <a href=\"https://doi.org/10.1109/CITRExCompanion65208.2025.10981492\">https://doi.org/10.1109/CITRExCompanion65208.2025.10981492</a>.","ama":"Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>. IEEE; 2025:1-5. doi:<a href=\"https://doi.org/10.1109/CITRExCompanion65208.2025.10981492\">10.1109/CITRExCompanion65208.2025.10981492</a>","bibtex":"@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning and Their Impact on Real-World Applications}, DOI={<a href=\"https://doi.org/10.1109/CITRExCompanion65208.2025.10981492\">10.1109/CITRExCompanion65208.2025.10981492</a>}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }","short":"B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE, 2025, pp. 1–5.","mla":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE, IEEE, 2025, pp. 1–5, doi:<a href=\"https://doi.org/10.1109/CITRExCompanion65208.2025.10981492\">10.1109/CITRExCompanion65208.2025.10981492</a>.","ieee":"B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact on Real-World Applications,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, Trondheim, Norway, 2025, pp. 1–5.","alphadin":"<span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Trust Issues in Active Learning and Their Impact on Real-World Applications. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i> : IEEE, 2025, S. 1–5"},"_id":"5905","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880018","full_name":"Jaster, Bjarne","first_name":"Bjarne","orcid":"0000-0002-8362-5369","last_name":"Jaster","id":"252434"},{"id":"226669","first_name":"Martin","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880020","full_name":"Kohlhase, Martin"}],"date_updated":"2026-03-17T15:29:25Z","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","status":"public","publication_status":"published","page":"1-5","date_created":"2025-05-05T11:39:04Z","user_id":"263827","language":[{"iso":"eng"}],"corporate_editor":["IEEE"],"publication_identifier":{"eisbn":["979-8-3315-1972-8"]}},{"doi":"10.57720/6045","has_accepted_license":"1","type":"conference","publisher":"IEEE","year":"2025","file":[{"access_level":"open_access","date_created":"2025-07-10T06:16:33Z","creator":"kwerth","date_updated":"2025-07-10T06:16:33Z","success":1,"content_type":"application/pdf","relation":"main_file","file_name":"Secondary Publication, Jaster et al, 2025, Active_Learning_in_Practice.pdf","file_size":1256254,"file_id":"6048"}],"file_date_updated":"2025-07-10T06:16:33Z","oa":"1","quality_controlled":"1","title":"Trust Issues in Active Learning and Their Impact on Real-World Applications","urn":"urn:nbn:de:hbz:bi10-60457","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"keyword":["Active Learning","Trustworthiness","Evaluation-methods"],"related_material":{"link":[{"url":"10.1109/CITRExCompanion65208.2025.10981492","relation":"confirmation","description":"This is the original article published by IEEE. Available online: 10.1109/CITRExCompanion65208.2025.10981492"}],"record":[{"status":"public","relation":"earlier_version","id":"5905"}]},"conference":{"start_date":"2025-03-17","end_date":"2025-03-20","location":"Trondheim, Norway","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)"},"user_id":"263827","language":[{"iso":"eng"}],"publication_identifier":{"eisbn":["979-8-3315-1972-8"]},"corporate_editor":["IEEE"],"publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)","date_updated":"2026-03-17T15:29:25Z","status":"public","publication_status":"published","page":"1-5","date_created":"2025-07-10T05:52:35Z","author":[{"full_name":"Jaster, Bjarne","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880542","orcid":"0000-0002-8362-5369","last_name":"Jaster","first_name":"Bjarne","id":"252434"},{"id":"226669","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","first_name":"Martin","full_name":"Kohlhase, Martin","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880544"}],"citation":{"ama":"Jaster B, Kohlhase M. Trust Issues in Active Learning and Their Impact on Real-World Applications. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>. IEEE; 2025:1-5. doi:<a href=\"https://doi.org/10.57720/6045\">10.57720/6045</a>","bibtex":"@inproceedings{Jaster_Kohlhase_2025, title={Trust Issues in Active Learning and Their Impact on Real-World Applications}, DOI={<a href=\"https://doi.org/10.57720/6045\">10.57720/6045</a>}, booktitle={2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)}, publisher={IEEE}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={IEEEEditor}, year={2025}, pages={1–5} }","short":"B. Jaster, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion), IEEE, 2025, pp. 1–5.","ieee":"B. Jaster and M. Kohlhase, “Trust Issues in Active Learning and Their Impact on Real-World Applications,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, Trondheim, Norway, 2025, pp. 1–5.","mla":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE, IEEE, 2025, pp. 1–5, doi:<a href=\"https://doi.org/10.57720/6045\">10.57720/6045</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Trust Issues in Active Learning and Their Impact on Real-World Applications. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i> : IEEE, 2025, S. 1–5","apa":"Jaster, B., &#38; Kohlhase, M. (2025). Trust Issues in Active Learning and Their Impact on Real-World Applications. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i> (pp. 1–5). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.57720/6045\">https://doi.org/10.57720/6045</a>","chicago":"Jaster, Bjarne, and Martin Kohlhase. “Trust Issues in Active Learning and Their Impact on Real-World Applications.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)</i>, edited by IEEE, 1–5. IEEE, 2025. <a href=\"https://doi.org/10.57720/6045\">https://doi.org/10.57720/6045</a>."},"_id":"6045"},{"publication_status":"published","page":"1-9","date_created":"2025-07-10T06:20:36Z","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","date_updated":"2026-03-17T15:29:25Z","status":"public","language":[{"iso":"eng"}],"publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"corporate_editor":["IEEE"],"user_id":"263827","_id":"6049","citation":{"apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.57720/6049\">https://doi.org/10.57720/6049</a>","chicago":"Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, 1–9. IEEE, 2025. <a href=\"https://doi.org/10.57720/6049\">https://doi.org/10.57720/6049</a>.","short":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.","ieee":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase, “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025, pp. 1–9.","mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, IEEE, 2025, pp. 1–9, doi:<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schöne, Marvin</span> ; <span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Bültemeier, Julian</span> ; <span style=\"font-variant:small-caps;\">Kösters, Justus</span> ; <span style=\"font-variant:small-caps;\">Holst, Christoph-Alexander</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> : IEEE, 2025, S. 1–9","ama":"Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>","bibtex":"@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={<a href=\"https://doi.org/10.57720/6049\">10.57720/6049</a>}, 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} }"},"author":[{"id":"218388","last_name":"Schöne","first_name":"Marvin","full_name":"Schöne, Marvin"},{"id":"252434","full_name":"Jaster, Bjarne","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/203880864","orcid":"0000-0002-8362-5369","last_name":"Jaster","first_name":"Bjarne"},{"last_name":"Bültemeier","first_name":"Julian","full_name":"Bültemeier, Julian"},{"full_name":"Kösters, Justus","last_name":"Kösters","first_name":"Justus"},{"last_name":"Holst","first_name":"Christoph-Alexander","full_name":"Holst, Christoph-Alexander"},{"orcid":"0009-0002-9374-0720","last_name":"Kohlhase","first_name":"Martin","full_name":"Kohlhase, Martin","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/203880865","id":"226669"}],"year":"2025","file":[{"date_created":"2025-07-10T06:30:41Z","access_level":"open_access","date_updated":"2025-07-10T06:30:41Z","creator":"kwerth","success":1,"file_size":2379084,"file_id":"6050","content_type":"application/pdf","relation":"main_file","file_name":"Secondary Publication, Schöne et al, 2025, Active_Learning_with_GUIDE.pdf"}],"publisher":"IEEE","doi":"10.57720/6049","has_accepted_license":"1","type":"conference","conference":{"end_date":"2025-03-20","location":"Trondheim, Norway","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","start_date":"2025-03-17"},"related_material":{"link":[{"relation":"earlier_version","description":"This is the original article published by IEEE. Available online: 10.1109/CITREx64975.2025.10974940.","url":"10.1109/CITREx64975.2025.10974940"}]},"title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","urn":"urn:nbn:de:hbz:bi10-60491","quality_controlled":"1","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"file_date_updated":"2025-07-10T06:30:41Z","oa":"1"},{"year":"2025","publisher":"IEEE","doi":"10.1109/CITREx64975.2025.10974940","type":"conference","conference":{"start_date":"2025-03-17","name":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","location":"Trondheim, Norway","end_date":"2025-03-20"},"quality_controlled":"1","title":"Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit","project":[{"name":"Institute for Data Science Solutions","_id":"f432a2ee-bceb-11ed-a251-a83585c5074d"}],"keyword":["Interpretability","Classification","Pool-based Active Learning","Decision Trees"],"publication_status":"published","page":"1-9","date_created":"2025-04-29T13:20:58Z","date_updated":"2026-03-17T15:29:23Z","publication":"2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)","status":"public","language":[{"iso":"eng"}],"publication_identifier":{"eisbn":["979-8-3315-2015-1"]},"corporate_editor":["IEEE"],"user_id":"237837","citation":{"chicago":"Schöne, Marvin, Bjarne Jaster, Julian Bültemeier, Justus Kösters, Christoph-Alexander Holst, and Martin Kohlhase. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” In <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, 1–9. IEEE, 2025. <a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">https://doi.org/10.1109/CITREx64975.2025.10974940</a>.","apa":"Schöne, M., Jaster, B., Bültemeier, J., Kösters, J., Holst, C.-A., &#38; Kohlhase, M. (2025). Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In IEEE (Ed.), <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> (pp. 1–9). Trondheim, Norway: IEEE. <a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">https://doi.org/10.1109/CITREx64975.2025.10974940</a>","ama":"Schöne M, Jaster B, Bültemeier J, Kösters J, Holst C-A, Kohlhase M. Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: IEEE, ed. <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>. IEEE; 2025:1-9. doi:<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>","bibtex":"@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={<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>}, 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} }","short":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, M. Kohlhase, in: IEEE (Ed.), 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), IEEE, 2025, pp. 1–9.","ieee":"M. Schöne, B. Jaster, J. Bültemeier, J. Kösters, C.-A. Holst, and M. Kohlhase, “Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit,” in <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, Trondheim, Norway, 2025, pp. 1–9.","mla":"Schöne, Marvin, et al. “Pool-Based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit.” <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i>, edited by IEEE, IEEE, 2025, pp. 1–9, doi:<a href=\"https://doi.org/10.1109/CITREx64975.2025.10974940\">10.1109/CITREx64975.2025.10974940</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Schöne, Marvin</span> ; <span style=\"font-variant:small-caps;\">Jaster, Bjarne</span> ; <span style=\"font-variant:small-caps;\">Bültemeier, Julian</span> ; <span style=\"font-variant:small-caps;\">Kösters, Justus</span> ; <span style=\"font-variant:small-caps;\">Holst, Christoph-Alexander</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)</i> : IEEE, 2025, S. 1–9"},"_id":"5904","main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10974940"}],"author":[{"id":"218388","last_name":"Schöne","first_name":"Marvin","full_name":"Schöne, Marvin"},{"id":"252434","first_name":"Bjarne","orcid":"0000-0002-8362-5369","last_name":"Jaster","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8362-5369/work/204125762","full_name":"Jaster, Bjarne"},{"first_name":"Julian","last_name":"Bültemeier","full_name":"Bültemeier, Julian"},{"first_name":"Justus","last_name":"Kösters","full_name":"Kösters, Justus"},{"first_name":"Christoph-Alexander","last_name":"Holst","full_name":"Holst, Christoph-Alexander"},{"first_name":"Martin","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/204125763","full_name":"Kohlhase, Martin","id":"226669"}]},{"year":"2024","article_number":"958","article_type":"original","publisher":"MDPI AG","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"volume":16,"type":"journal_article","issue":"3","alternative_id":["4385"],"doi":"10.3390/su16030958","quality_controlled":"1","project":[{"_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7","name":"Institut für Technische Energie-Systeme"}],"title":"Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative","keyword":["circular economy","crystalline photovoltaics","degradation","quality management","reuse","second-life PV","electroluminescence"],"oa":"1","publication_status":"published","date_created":"2024-01-25T09:19:48Z","publication":"Sustainability","date_updated":"2026-09-07T07:38:16Z","status":"public","language":[{"iso":"eng"}],"publication_identifier":{"eissn":["2071-1050"]},"user_id":"231260","citation":{"chicago":"Schnatmann, Anna Katharina, Tobi Reimers, Erik Hüdepohl, Jonah Umlauf, Pia Kleinebekel, Fabian Schoden, and Eva Schwenzfeier-Hellkamp. “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative.” <i>Sustainability</i> 16, no. 3 (2024). <a href=\"https://doi.org/10.3390/su16030958\">https://doi.org/10.3390/su16030958</a>.","apa":"Schnatmann, A. K., Reimers, T., Hüdepohl, E., Umlauf, J., Kleinebekel, P., Schoden, F., &#38; Schwenzfeier-Hellkamp, E. (2024). Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. <i>Sustainability</i>, <i>16</i>(3). <a href=\"https://doi.org/10.3390/su16030958\">https://doi.org/10.3390/su16030958</a>","bibtex":"@article{Schnatmann_Reimers_Hüdepohl_Umlauf_Kleinebekel_Schoden_Schwenzfeier-Hellkamp_2024, title={Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative}, volume={16}, DOI={<a href=\"https://doi.org/10.3390/su16030958\">10.3390/su16030958</a>}, number={3958}, journal={Sustainability}, publisher={MDPI AG}, author={Schnatmann, Anna Katharina and Reimers, Tobi and Hüdepohl, Erik and Umlauf, Jonah and Kleinebekel, Pia and Schoden, Fabian and Schwenzfeier-Hellkamp, Eva}, year={2024} }","ama":"Schnatmann AK, Reimers T, Hüdepohl E, et al. Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. <i>Sustainability</i>. 2024;16(3). doi:<a href=\"https://doi.org/10.3390/su16030958\">10.3390/su16030958</a>","alphadin":"<span style=\"font-variant:small-caps;\">Schnatmann, Anna Katharina</span> ; <span style=\"font-variant:small-caps;\">Reimers, Tobi</span> ; <span style=\"font-variant:small-caps;\">Hüdepohl, Erik</span> ; <span style=\"font-variant:small-caps;\">Umlauf, Jonah</span> ; <span style=\"font-variant:small-caps;\">Kleinebekel, Pia</span> ; <span style=\"font-variant:small-caps;\">Schoden, Fabian</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span>: Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative. In: <i>Sustainability</i> Bd. 16, MDPI AG (2024), Nr. 3","mla":"Schnatmann, Anna Katharina, et al. “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative.” <i>Sustainability</i>, vol. 16, no. 3, 958, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/su16030958\">10.3390/su16030958</a>.","ieee":"A. K. Schnatmann <i>et al.</i>, “Investigating the Technical Reuse Potential of Crystalline Photovoltaic Modules with Regard to a Recycling Alternative,” <i>Sustainability</i>, vol. 16, no. 3, 2024.","short":"A.K. Schnatmann, T. Reimers, E. Hüdepohl, J. Umlauf, P. Kleinebekel, F. Schoden, E. Schwenzfeier-Hellkamp, Sustainability 16 (2024)."},"_id":"4278","intvolume":"        16","main_file_link":[{"open_access":"1"}],"author":[{"id":"233154","full_name":"Schnatmann, Anna Katharina","first_name":"Anna Katharina","last_name":"Schnatmann"},{"id":"248126","last_name":"Reimers","first_name":"Tobi","full_name":"Reimers, Tobi"},{"last_name":"Hüdepohl","first_name":"Erik","full_name":"Hüdepohl, Erik"},{"first_name":"Jonah","last_name":"Umlauf","full_name":"Umlauf, Jonah"},{"full_name":"Kleinebekel, Pia","last_name":"Kleinebekel","first_name":"Pia","id":"243203"},{"orcid":"0000-0002-2481-7141","last_name":"Schoden","first_name":"Fabian","full_name":"Schoden, Fabian","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-2481-7141/work/157637471","id":"210954"},{"id":"72528","first_name":"Eva","orcid":"0000-0002-3020-1343","last_name":"Schwenzfeier-Hellkamp","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/157637472","full_name":"Schwenzfeier-Hellkamp, Eva"}],"department":[{"_id":"103"}]},{"citation":{"short":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation], Universitäts- und Landesbibliothek Sachsen-Anhalt, Bernburg, 2024.","mla":"Grumbach, Felix. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024, doi:<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>.","ieee":"F. Grumbach, <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024.","alphadin":"<span style=\"font-variant:small-caps;\">Grumbach, Felix</span>: <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg : Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024","ama":"Grumbach F. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt; 2024. doi:<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>","bibtex":"@book{Grumbach_2024, place={Bernburg}, title={Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]}, DOI={<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>}, publisher={Universitäts- und Landesbibliothek Sachsen-Anhalt}, author={Grumbach, Felix}, year={2024} }","chicago":"Grumbach, Felix. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024. <a href=\"https://doi.org/10.25673/115290\">https://doi.org/10.25673/115290</a>.","apa":"Grumbach, F. (2024). <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt. <a href=\"https://doi.org/10.25673/115290\">https://doi.org/10.25673/115290</a>"},"_id":"4392","main_file_link":[{"url":"http://dx.doi.org/10.25673/115290","open_access":"1"}],"author":[{"id":"243801","full_name":"Grumbach, Felix","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/156390666","last_name":"Grumbach","orcid":"0000-0001-6348-7897","first_name":"Felix"}],"publication_status":"published","date_created":"2024-03-14T11:32:15Z","date_updated":"2026-07-06T12:23:58Z","status":"public","language":[{"iso":"ger"}],"publication_identifier":{"eisbn":["978-3-96057-174-2"]},"user_id":"33976","urn":"urn:nbn:de:hbz:bi10-43927","title":"Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]","keyword":["Produktionsplanung und -steuerung","Operations Research","Machine Learning","Reinforcement Learning"],"file_date_updated":"2024-03-14T11:32:13Z","oa":"1","year":"2024","place":"Bernburg","file":[{"content_type":"application/pdf","relation":"main_file","file_name":"Diss_FGrumbach_2024_Final.pdf","file_id":"4393","file_size":7859995,"date_created":"2024-03-14T11:32:13Z","access_level":"open_access","success":1,"creator":"fgrumbach1","date_updated":"2024-03-14T11:32:13Z"}],"supervisor":[{"last_name":"Trojahn","first_name":"Sebastian","full_name":"Trojahn, Sebastian"}],"publisher":"Universitäts- und Landesbibliothek Sachsen-Anhalt","tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"type":"dissertation","alternative_id":["5468"],"doi":"10.25673/115290","has_accepted_license":"1"},{"publication_identifier":{"eissn":["2227-9717"]},"date_updated":"2026-03-17T15:29:12Z","author":[{"id":"242945","first_name":"Emma","last_name":"Davies","full_name":"Davies, Emma"},{"id":"72528","orcid":"0000-0002-3020-1343","last_name":"Schwenzfeier-Hellkamp","first_name":"Eva","full_name":"Schwenzfeier-Hellkamp, Eva","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-3020-1343/work/169244834"},{"orcid":"0000-0003-0695-3905","last_name":"Ehrmann","first_name":"Andrea","full_name":"Ehrmann, Andrea","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-0695-3905/work/169244832","id":"223776"}],"doi":"10.3390/pr12102182","alternative_id":["5589"],"type":"journal_article","volume":12,"tmp":{"image":"/images/cc_by.png","short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"file":[{"date_created":"2024-10-09T21:07:35Z","access_level":"open_access","success":1,"date_updated":"2024-10-09T21:07:35Z","creator":"aehrmann","file_id":"5023","file_size":13213834,"content_type":"application/pdf","relation":"main_file","file_name":"_2024_Davies_Processes12_2182.pdf"}],"urn":"urn:nbn:de:hbz:bi10-50221","user_id":"220548","language":[{"iso":"eng"}],"status":"public","publication":"Processes","date_created":"2024-10-09T21:08:39Z","publication_status":"published","department":[{"_id":"103"}],"citation":{"chicago":"Davies, Emma, Eva Schwenzfeier-Hellkamp, and Andrea Ehrmann. “Safety of Hydrogen Storage Technologies.” <i>Processes</i> 12, no. 10 (2024). <a href=\"https://doi.org/10.3390/pr12102182\">https://doi.org/10.3390/pr12102182</a>.","apa":"Davies, E., Schwenzfeier-Hellkamp, E., &#38; Ehrmann, A. (2024). Safety of Hydrogen Storage Technologies. <i>Processes</i>, <i>12</i>(10). <a href=\"https://doi.org/10.3390/pr12102182\">https://doi.org/10.3390/pr12102182</a>","ieee":"E. Davies, E. Schwenzfeier-Hellkamp, and A. Ehrmann, “Safety of Hydrogen Storage Technologies,” <i>Processes</i>, vol. 12, no. 10, 2024.","mla":"Davies, Emma, et al. “Safety of Hydrogen Storage Technologies.” <i>Processes</i>, vol. 12, no. 10, 2182, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/pr12102182\">10.3390/pr12102182</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Davies, Emma</span> ; <span style=\"font-variant:small-caps;\">Schwenzfeier-Hellkamp, Eva</span> ; <span style=\"font-variant:small-caps;\">Ehrmann, Andrea</span>: Safety of Hydrogen Storage Technologies. In: <i>Processes</i> Bd. 12, MDPI AG (2024), Nr. 10","short":"E. Davies, E. Schwenzfeier-Hellkamp, A. Ehrmann, Processes 12 (2024).","ama":"Davies E, Schwenzfeier-Hellkamp E, Ehrmann A. Safety of Hydrogen Storage Technologies. <i>Processes</i>. 2024;12(10). doi:<a href=\"https://doi.org/10.3390/pr12102182\">10.3390/pr12102182</a>","bibtex":"@article{Davies_Schwenzfeier-Hellkamp_Ehrmann_2024, title={Safety of Hydrogen Storage Technologies}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/pr12102182\">10.3390/pr12102182</a>}, number={102182}, journal={Processes}, publisher={MDPI AG}, author={Davies, Emma and Schwenzfeier-Hellkamp, Eva and Ehrmann, Andrea}, year={2024} }"},"_id":"5022","intvolume":"        12","issue":"10","has_accepted_license":"1","publisher":"MDPI AG","article_type":"review","article_number":"2182","year":"2024","oa":"1","file_date_updated":"2024-10-09T21:07:35Z","keyword":["hydrogen storage system","hydrogen transport","hydrogen use","leakage","explosion","pressure"],"quality_controlled":"1","title":"Safety of Hydrogen Storage Technologies","project":[{"name":"Institut für Technische Energie-Systeme","_id":"0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7"}]},{"publisher":"Springer Fachmedien Wiesbaden","type":"book","doi":"10.1007/978-3-658-45536-1","place":"Wiesbaden","year":"2024","keyword":["IT-Outsourcing","IT","IT-Service","Ausschreibung","Agilität","IT-Dienstleistung","IT-Service-Management","Agile","Ausschreibungsprozess"],"title":"Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing","related_material":{"link":[{"relation":"confirmation","url":"https://link.springer.com/book/10.1007/978-3-658-45536-1"}]},"publication_identifier":{"isbn":["978-3-658-45535-4"],"eisbn":["978-3-658-45536-1"]},"language":[{"iso":"ger"}],"user_id":"220548","page":"259","date_created":"2024-10-08T07:50:50Z","publication_status":"published","status":"public","date_updated":"2026-03-17T15:29:11Z","author":[{"full_name":"Köhler, Gerhard","first_name":"Gerhard","last_name":"Köhler"},{"full_name":"Roth, Werner","last_name":"Roth","first_name":"Werner"},{"last_name":"Schmidtmann","orcid":"0009-0006-7805-1512","first_name":"Achim","full_name":"Schmidtmann, Achim","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-7805-1512/work/169829363","id":"232783"}],"edition":"1","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"citation":{"short":"G. Köhler, W. Roth, A. Schmidtmann, Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing, 1st ed., Springer Fachmedien Wiesbaden, Wiesbaden, 2024.","alphadin":"<span style=\"font-variant:small-caps;\">Köhler, Gerhard</span> ; <span style=\"font-variant:small-caps;\">Roth, Werner</span> ; <span style=\"font-variant:small-caps;\">Schmidtmann, Achim</span>: <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i>. 1. Aufl. Wiesbaden : Springer Fachmedien Wiesbaden, 2024","mla":"Köhler, Gerhard, et al. <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i>. 1st ed., Springer Fachmedien Wiesbaden, 2024, doi:<a href=\"https://doi.org/10.1007/978-3-658-45536-1\">10.1007/978-3-658-45536-1</a>.","ieee":"G. Köhler, W. Roth, and A. Schmidtmann, <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i>, 1st ed. Wiesbaden: Springer Fachmedien Wiesbaden, 2024.","bibtex":"@book{Köhler_Roth_Schmidtmann_2024, place={Wiesbaden}, edition={1}, title={Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-45536-1\">10.1007/978-3-658-45536-1</a>}, publisher={Springer Fachmedien Wiesbaden}, author={Köhler, Gerhard and Roth, Werner and Schmidtmann, Achim}, year={2024} }","ama":"Köhler G, Roth W, Schmidtmann A. <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i>. 1st ed. Wiesbaden: Springer Fachmedien Wiesbaden; 2024. doi:<a href=\"https://doi.org/10.1007/978-3-658-45536-1\">10.1007/978-3-658-45536-1</a>","chicago":"Köhler, Gerhard, Werner Roth, and Achim Schmidtmann. <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i>. 1st ed. Wiesbaden: Springer Fachmedien Wiesbaden, 2024. <a href=\"https://doi.org/10.1007/978-3-658-45536-1\">https://doi.org/10.1007/978-3-658-45536-1</a>.","apa":"Köhler, G., Roth, W., &#38; Schmidtmann, A. (2024). <i>Adaptive IT-Service-Ausschreibung. Der Weg zu agilem und effektiverem IT-(Out)Sourcing</i> (1st ed.). Wiesbaden: Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-45536-1\">https://doi.org/10.1007/978-3-658-45536-1</a>"},"_id":"4998"},{"article_type":"original","year":"2024","doi":"10.3262/P&G2403271","type":"journal_article","volume":3,"publisher":"BeltzJuventa","research_group":[{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"f025f82c-c221-11ec-90a2-d82e18d06cb8"}],"keyword":["Digital care support tool","caring workforce","interdisciplinarity","AI application","machine learning","user orientation"],"title":"KI-basiertes Unterstützungstool für pflegende Erwerbstätige","quality_controlled":"1","status":"public","publication":"Pflege und Gesellschaft","date_updated":"2026-03-17T15:29:08Z","page":"271-285","date_created":"2024-08-20T16:06:49Z","publication_status":"published","user_id":"220548","publication_identifier":{"issn":["1430-9653"]},"language":[{"iso":"ger"}],"_id":"4881","intvolume":"         3","citation":{"chicago":"Wiegraebe, Frauke, Marleen Schönbeck, Paul Wunderlich, Annette Nauerth, and Helene Dörksen. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.” <i>Pflege und Gesellschaft</i> 3 (2024): 271–85. <a href=\"https://doi.org/10.3262/P&#38;G2403271\">https://doi.org/10.3262/P&#38;G2403271</a>.","apa":"Wiegraebe, F., Schönbeck, M., Wunderlich, P., Nauerth, A., &#38; Dörksen, H. (2024). KI-basiertes Unterstützungstool für pflegende Erwerbstätige. <i>Pflege und Gesellschaft</i>, <i>3</i>, 271–285. <a href=\"https://doi.org/10.3262/P&#38;G2403271\">https://doi.org/10.3262/P&#38;G2403271</a>","ama":"Wiegraebe F, Schönbeck M, Wunderlich P, Nauerth A, Dörksen H. KI-basiertes Unterstützungstool für pflegende Erwerbstätige. <i>Pflege und Gesellschaft</i>. 2024;3:271-285. doi:<a href=\"https://doi.org/10.3262/P&#38;G2403271\">10.3262/P&#38;G2403271</a>","bibtex":"@article{Wiegraebe_Schönbeck_Wunderlich_Nauerth_Dörksen_2024, title={KI-basiertes Unterstützungstool für pflegende Erwerbstätige}, volume={3}, DOI={<a href=\"https://doi.org/10.3262/P&#38;G2403271\">10.3262/P&#38;G2403271</a>}, journal={Pflege und Gesellschaft}, publisher={BeltzJuventa}, author={Wiegraebe, Frauke and Schönbeck, Marleen and Wunderlich, Paul and Nauerth, Annette and Dörksen, Helene}, year={2024}, pages={271–285} }","short":"F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, H. Dörksen, Pflege und Gesellschaft 3 (2024) 271–285.","ieee":"F. Wiegraebe, M. Schönbeck, P. Wunderlich, A. Nauerth, and H. Dörksen, “KI-basiertes Unterstützungstool für pflegende Erwerbstätige,” <i>Pflege und Gesellschaft</i>, vol. 3, pp. 271–285, 2024.","mla":"Wiegraebe, Frauke, et al. “KI-basiertes Unterstützungstool für pflegende Erwerbstätige.” <i>Pflege und Gesellschaft</i>, vol. 3, BeltzJuventa, 2024, pp. 271–85, doi:<a href=\"https://doi.org/10.3262/P&#38;G2403271\">10.3262/P&#38;G2403271</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Wiegraebe, Frauke</span> ; <span style=\"font-variant:small-caps;\">Schönbeck, Marleen</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Paul</span> ; <span style=\"font-variant:small-caps;\">Nauerth, Annette</span> ; <span style=\"font-variant:small-caps;\">Dörksen, Helene</span>: KI-basiertes Unterstützungstool für pflegende Erwerbstätige. In: <i>Pflege und Gesellschaft</i> Bd. 3, BeltzJuventa (2024), S. 271–285"},"department":[{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"author":[{"first_name":"Frauke","last_name":"Wiegraebe","full_name":"Wiegraebe, Frauke"},{"full_name":"Schönbeck, Marleen","last_name":"Schönbeck","first_name":"Marleen"},{"last_name":"Wunderlich","first_name":"Paul","full_name":"Wunderlich, Paul"},{"id":"33965","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0006-8407-3136/work/165894265","full_name":"Nauerth, Annette","first_name":"Annette","last_name":"Nauerth","orcid":"0009-0006-8407-3136"},{"last_name":"Dörksen","first_name":"Helene","full_name":"Dörksen, Helene"}]},{"conference":{"end_date":"20.06.2023","name":"16th International Doctoral Students Workshops on Logistics, Supply Chain and Production Management","location":"Magdeburg","start_date":"20.06.2023"},"title":"Predicting processing times in high mix low volume job shops","quality_controlled":"1","keyword":["Machine Learning","Production scheduling","time prediction"],"oa":"1","year":"2023","publisher":"Otto von Guericke University Library, Magdeburg, Germany","type":"conference","doi":"10.25673/103491","_id":"4394","citation":{"chicago":"Müller, Anna, and Felix Grumbach. “Predicting Processing Times in High Mix Low Volume Job Shops.” In <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Elke Glistau and Sebastian Trojahn. Otto von Guericke University Library, Magdeburg, Germany, 2023. <a href=\"https://doi.org/10.25673/103491\">https://doi.org/10.25673/103491</a>.","apa":"Müller, A., &#38; Grumbach, F. (2023). Predicting processing times in high mix low volume job shops. In E. Glistau &#38; S. Trojahn (Eds.), <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Magdeburg: Otto von Guericke University Library, Magdeburg, Germany. <a href=\"https://doi.org/10.25673/103491\">https://doi.org/10.25673/103491</a>","bibtex":"@inproceedings{Müller_Grumbach_2023, title={Predicting processing times in high mix low volume job shops}, DOI={<a href=\"https://doi.org/10.25673/103491\">10.25673/103491</a>}, booktitle={16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management}, publisher={Otto von Guericke University Library, Magdeburg, Germany}, author={Müller, Anna and Grumbach, Felix}, editor={Glistau, Elke and Trojahn, SebastianEditors}, year={2023} }","ama":"Müller A, Grumbach F. Predicting processing times in high mix low volume job shops. In: Glistau E, Trojahn S, eds. <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>. Otto von Guericke University Library, Magdeburg, Germany; 2023. doi:<a href=\"https://doi.org/10.25673/103491\">10.25673/103491</a>","short":"A. Müller, F. Grumbach, in: E. Glistau, S. Trojahn (Eds.), 16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management, Otto von Guericke University Library, Magdeburg, Germany, 2023.","alphadin":"<span style=\"font-variant:small-caps;\">Müller, Anna</span> ; <span style=\"font-variant:small-caps;\">Grumbach, Felix</span>: Predicting processing times in high mix low volume job shops. In: <span style=\"font-variant:small-caps;\">Glistau, E.</span> ; <span style=\"font-variant:small-caps;\">Trojahn, S.</span> (Hrsg.): <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i> : Otto von Guericke University Library, Magdeburg, Germany, 2023","mla":"Müller, Anna, and Felix Grumbach. “Predicting Processing Times in High Mix Low Volume Job Shops.” <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, edited by Elke Glistau and Sebastian Trojahn, Otto von Guericke University Library, Magdeburg, Germany, 2023, doi:<a href=\"https://doi.org/10.25673/103491\">10.25673/103491</a>.","ieee":"A. Müller and F. Grumbach, “Predicting processing times in high mix low volume job shops,” in <i>16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management</i>, Magdeburg, 2023."},"main_file_link":[{"open_access":"1","url":"https://opendata.uni-halle.de//handle/1981185920/105445"}],"editor":[{"full_name":"Glistau, Elke","first_name":"Elke","last_name":"Glistau"},{"full_name":"Trojahn, Sebastian","last_name":"Trojahn","first_name":"Sebastian"}],"author":[{"last_name":"Müller","first_name":"Anna","full_name":"Müller, Anna"},{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/217047868","full_name":"Grumbach, Felix","first_name":"Felix","last_name":"Grumbach","orcid":"0000-0001-6348-7897","id":"243801"}],"date_created":"2024-03-14T11:37:12Z","publication":"16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management","date_updated":"2026-10-05T12:08:23Z","status":"public","language":[{"iso":"eng"}],"user_id":"245729"},{"quality_controlled":"1","title":"Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study","project":[{"_id":"72dfeb62-b436-11ed-9513-f39505d26204","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"},{"_id":"edf53067-b368-11ed-bde2-9f34a4102af5","name":"TransCareTech - Transformation in Care & Technology"}],"keyword":["people with type 1 diabetes","self-management","diabetes apps","vision assessment","anticipated stigma","qualitative research","Digitale Gesundheitsanwendungen","DiGA","mobile phone"],"oa":"1","related_material":{"link":[{"description":"Preprint","relation":"earlier_version","url":"https://preprints.jmir.org/preprint/38474"}]},"publisher":"JMIR Publications Inc.","volume":8,"funded_apc":"1","doi":"10.2196/38474","type":"journal_article","year":"2023","article_number":"e38474","article_type":"original","author":[{"full_name":"Klemme, Isabel","last_name":"Klemme","first_name":"Isabel"},{"id":"249234","orcid":"0000-0002-6834-4075","last_name":"Wrona","first_name":"Kamil Joseph","full_name":"Wrona, Kamil Joseph","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6834-4075/work/222795033"},{"full_name":"de Jong, Irja Marije","last_name":"de Jong","first_name":"Irja Marije"},{"full_name":"Dockweiler, Christoph","last_name":"Dockweiler","first_name":"Christoph"},{"full_name":"Aschentrup, Leona","first_name":"Leona","last_name":"Aschentrup"},{"full_name":"Albrecht, Joanna","last_name":"Albrecht","first_name":"Joanna"}],"department":[{"_id":"103"},{"_id":"4b342258-bee3-11eb-b75f-c9bf9d645214"}],"_id":"2830","intvolume":"         8","citation":{"apa":"Klemme, I., Wrona, K. J., de Jong, I. M., Dockweiler, C., Aschentrup, L., &#38; Albrecht, J. (2023). Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study. <i>JMIR Diabetes</i>, <i>8</i>. <a href=\"https://doi.org/10.2196/38474\">https://doi.org/10.2196/38474</a>","chicago":"Klemme, Isabel, Kamil Joseph Wrona, Irja Marije de Jong, Christoph Dockweiler, Leona Aschentrup, and Joanna Albrecht. “Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-Management via Diabetes Apps: Qualitative Interview Study.” <i>JMIR Diabetes</i> 8 (2023). <a href=\"https://doi.org/10.2196/38474\">https://doi.org/10.2196/38474</a>.","short":"I. Klemme, K.J. Wrona, I.M. de Jong, C. Dockweiler, L. Aschentrup, J. Albrecht, JMIR Diabetes 8 (2023).","alphadin":"<span style=\"font-variant:small-caps;\">Klemme, Isabel</span> ; <span style=\"font-variant:small-caps;\">Wrona, Kamil Joseph</span> ; <span style=\"font-variant:small-caps;\">de Jong, Irja Marije</span> ; <span style=\"font-variant:small-caps;\">Dockweiler, Christoph</span> ; <span style=\"font-variant:small-caps;\">Aschentrup, Leona</span> ; <span style=\"font-variant:small-caps;\">Albrecht, Joanna</span>: Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study. In: <i>JMIR Diabetes</i> Bd. 8, JMIR Publications Inc. (2023)","mla":"Klemme, Isabel, et al. “Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-Management via Diabetes Apps: Qualitative Interview Study.” <i>JMIR Diabetes</i>, vol. 8, e38474, JMIR Publications Inc., 2023, doi:<a href=\"https://doi.org/10.2196/38474\">10.2196/38474</a>.","ieee":"I. Klemme, K. J. Wrona, I. M. de Jong, C. Dockweiler, L. Aschentrup, and J. Albrecht, “Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study,” <i>JMIR Diabetes</i>, vol. 8, 2023.","bibtex":"@article{Klemme_Wrona_de Jong_Dockweiler_Aschentrup_Albrecht_2023, title={Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study}, volume={8}, DOI={<a href=\"https://doi.org/10.2196/38474\">10.2196/38474</a>}, number={e38474}, journal={JMIR Diabetes}, publisher={JMIR Publications Inc.}, author={Klemme, Isabel and Wrona, Kamil Joseph and de Jong, Irja Marije and Dockweiler, Christoph and Aschentrup, Leona and Albrecht, Joanna}, year={2023} }","ama":"Klemme I, Wrona KJ, de Jong IM, Dockweiler C, Aschentrup L, Albrecht J. Integration of the Vision of People With Diabetes Into the Development Process to Improve Self-management via Diabetes Apps: Qualitative Interview Study. <i>JMIR Diabetes</i>. 2023;8. doi:<a href=\"https://doi.org/10.2196/38474\">10.2196/38474</a>"},"main_file_link":[{"open_access":"1","url":"https://diabetes.jmir.org/2023/1/e38474"}],"language":[{"iso":"eng"}],"publication_identifier":{"eissn":["2371-4379"]},"user_id":"256529","publication_status":"published","date_created":"2023-04-27T20:04:39Z","publication":"JMIR Diabetes","date_updated":"2026-08-05T09:05:26Z","status":"public"},{"main_file_link":[{"open_access":"1"}],"citation":{"apa":"Kösters, J., Schöne, M., &#38; Kohlhase, M. (n.d.). <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>.","chicago":"Kösters, Justus, Marvin Schöne, and Martin Kohlhase. <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>, n.d.","short":"J. Kösters, M. Schöne, M. Kohlhase, Benchmarking of Machine Learning Models for Tabular Scarce Data, n.d.","alphadin":"<span style=\"font-variant:small-caps;\">Kösters, Justus</span> ; <span style=\"font-variant:small-caps;\">Schöne, Marvin</span> ; <span style=\"font-variant:small-caps;\">Kohlhase, Martin</span>: <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>","mla":"Kösters, Justus, et al. <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>.","ieee":"J. Kösters, M. Schöne, and M. Kohlhase, <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>. .","bibtex":"@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }","ama":"Kösters J, Schöne M, Kohlhase M. <i>Benchmarking of Machine Learning Models for Tabular Scarce Data</i>."},"_id":"3729","department":[{"_id":"103"}],"author":[{"first_name":"Justus","last_name":"Kösters","full_name":"Kösters, Justus"},{"id":"218388","last_name":"Schöne","first_name":"Marvin","full_name":"Schöne, Marvin"},{"id":"226669","first_name":"Martin","last_name":"Kohlhase","orcid":"0009-0002-9374-0720","orcid_put_code_url":"https://api.orcid.org/v2.0/0009-0002-9374-0720/work/220852306","full_name":"Kohlhase, Martin"}],"status":"public","date_updated":"2026-07-16T08:17:46Z","date_created":"2023-11-16T13:43:06Z","publication_status":"submitted","user_id":"231260","language":[{"iso":"eng"}],"oa":"1","file_date_updated":"2023-11-16T13:42:34Z","keyword":["tabular scarce data","industrial design","supervised machine learning models"],"title":"Benchmarking of Machine Learning Models for Tabular Scarce Data","urn":"urn:nbn:de:hbz:bi10-37292","file":[{"date_created":"2023-11-16T13:42:34Z","access_level":"open_access","success":1,"date_updated":"2023-11-16T13:42:34Z","creator":"mschoene","relation":"main_file","content_type":"application/pdf","file_name":"BenchmarkingMlModelsScarceData_Koesters.pdf","file_id":"3730","file_size":329931}],"year":"2023","type":"working_paper","has_accepted_license":"1"}]