@inproceedings{6235,
  author       = {Sangel, Marius and Bensch, Emilia and Brandt-Pook, Hans and Röllke, Timo and Markworth, Cedric},
  booktitle    = {INFORMATIK 2025},
  keywords     = {Machine Learning, Computer Vision, Instance Segmentation, CNNs, YOLACT, Data Augmentation, Waste Classification, Trash Detection, Biowaste Analysis},
  location     = {Potsdam},
  number       = {366},
  pages        = {1363--1371},
  title        = {{Automatisierte Erkennung von Störstoffen in Bioabfall mit maschinellem Lernen: Ansätze und Ergebnisse aus dem Projekt TRACES}},
  doi          = {10.18420/INF2025_121},
  year         = {2025},
}

@inproceedings{5905,
  author       = {Jaster, Bjarne and Kohlhase, Martin},
  booktitle    = {2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)},
  keywords     = {Active Learning, Trustworthiness, Evaluation-methods},
  location     = {Trondheim, Norway},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Trust Issues in Active Learning and Their Impact on Real-World Applications}},
  doi          = {10.1109/CITRExCompanion65208.2025.10981492},
  year         = {2025},
}

@inproceedings{6045,
  author       = {Jaster, Bjarne and Kohlhase, Martin},
  booktitle    = {2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx Companion)},
  keywords     = {Active Learning, Trustworthiness, Evaluation-methods},
  location     = {Trondheim, Norway},
  pages        = {1--5},
  publisher    = {IEEE},
  title        = {{Trust Issues in Active Learning and Their Impact on Real-World Applications}},
  doi          = {10.57720/6045},
  year         = {2025},
}

@inproceedings{6049,
  author       = {Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin},
  booktitle    = {2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)},
  keywords     = {Interpretability, Classification, Pool-based Active Learning, Decision Trees},
  location     = {Trondheim, Norway},
  pages        = {1--9},
  publisher    = {IEEE},
  title        = {{Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}},
  doi          = {10.57720/6049},
  year         = {2025},
}

@inproceedings{5904,
  author       = {Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kösters, Justus and Holst, Christoph-Alexander and Kohlhase, Martin},
  booktitle    = {2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)},
  keywords     = {Interpretability, Classification, Pool-based Active Learning, Decision Trees},
  location     = {Trondheim, Norway},
  pages        = {1--9},
  publisher    = {IEEE},
  title        = {{Pool-based Active Learning with Decision Trees: Incorporate the Tree Structure to Explore and Exploit}},
  doi          = {10.1109/CITREx64975.2025.10974940},
  year         = {2025},
}

@article{4881,
  author       = {Wiegraebe, Frauke and Schönbeck, Marleen and Wunderlich, Paul and Nauerth, Annette and Dörksen, Helene},
  issn         = {1430-9653},
  journal      = {Pflege und Gesellschaft},
  keywords     = {Digital care support tool, caring workforce, interdisciplinarity, AI application, machine learning, user orientation},
  pages        = {271--285},
  publisher    = {BeltzJuventa},
  title        = {{KI-basiertes Unterstützungstool für pflegende Erwerbstätige}},
  doi          = {10.3262/P&G2403271},
  volume       = {3},
  year         = {2024},
}

@phdthesis{4392,
  author       = {Grumbach, Felix},
  keywords     = {Produktionsplanung und -steuerung, Operations Research, Machine Learning, Reinforcement Learning},
  publisher    = {Universitäts- und Landesbibliothek Sachsen-Anhalt},
  title        = {{Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]}},
  doi          = {10.25673/115290},
  year         = {2024},
}

@inproceedings{4394,
  author       = {Müller, Anna and Grumbach, Felix},
  booktitle    = {16th International Doctoral Students Workshop on Logistics, Supply Chain and Production Management},
  editor       = {Glistau, Elke and Trojahn, Sebastian},
  keywords     = {Machine Learning, Production scheduling, time prediction},
  location     = {Magdeburg},
  publisher    = {Otto von Guericke University Library, Magdeburg, Germany},
  title        = {{Predicting processing times in high mix low volume job shops}},
  doi          = {10.25673/103491},
  year         = {2023},
}

@inproceedings{4206,
  author       = {Sanaullah, Sanaullah and Amanullah, Amanullah and Roy, Kaushik  and Lee, Jeong-A  and Chul-Jun, Son  and Jungeblut, Thorsten},
  keywords     = {hybrid SC-NN, SNN, CNN, Machine Learning},
  location     = {Paris France},
  title        = {{A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting}},
  doi          = {10.5281/zenodo.10458019},
  year         = {2023},
}

@inproceedings{4207,
  author       = {Sanaullah, Sanaullah and Jungeblut, Thorsten},
  keywords     = {Brain Analysis, Machine Learning, Simulator, Runtime Simulator},
  location     = {New York USA},
  title        = {{Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis}},
  doi          = {10.5281/zenodo.10457930},
  year         = {2023},
}

@article{4073,
  author       = {Armutat, Sascha and Mauritz, Nina and Wattenberg, Malte and Bormann, Frank},
  issn         = {1618-8543},
  journal      = {bwp@ Berufs- und Wirtschaftspädagogik – online},
  keywords     = {Learning-Management-System, Web-Based-Training, Teilnehmerorientierung, Technologieakzeptanz},
  number       = {45},
  pages        = {1--22},
  title        = {{Digitalisiertes Lernen in der be­trieblichen Weiterbildung – zielgruppenorientierte Akzeptanz-Anforderungen an virtuelle Pro­duktschulungen am Beispiel der Weidmüller Interface GmbH & Co. KG}},
  year         = {2023},
}

@techreport{3729,
  author       = {Kösters, Justus and Schöne, Marvin and Kohlhase, Martin},
  keywords     = {tabular scarce data, industrial design, supervised machine learning models},
  title        = {{Benchmarking of Machine Learning Models for Tabular Scarce Data}},
  year         = {2023},
}

@techreport{3731,
  author       = {Kösters, Justus and Schöne, Marvin},
  keywords     = {Scarce Data, Active Learning, GUIDEAlgorithmus, Modellunsicherheiten},
  title        = {{Active Learning mit dem GUIDE-Entscheidungsbaum}},
  year         = {2023},
}

@techreport{2763,
  author       = {Fries, Sophia and Pfeifer, Lydia Sophie and Schlautmann, Katharina and Freese, Christiane and Nauerth, Annette and Raschper, Patrizia},
  keywords     = {Pflegeausbildung, SCRUM, Lernortkooperation, Lernaufgaben, Virtuelle Realität, Fortbildung, Nursing education, SCRUM, learning site cooperation, learning tasks, virtual reality, advanced training, divifag, virdipaworkingpaper},
  publisher    = {Universität Bielefeld},
  title        = {{Entwicklung und Erprobung digital gestützter Lernaufgaben mit VR-Szenarien. Das Fortbildungskonzept des Projekts ViRDiPA}},
  doi          = {10.4119/UNIBI/2978152},
  year         = {2023},
}

@article{2767,
  author       = {Richter, Niclas and Tuvshinbayar, Khorolsuren and Ehrmann, Guido and Ehrmann, Andrea},
  issn         = {2079-9292},
  journal      = {Electronics},
  keywords     = {smart textiles, smart clothes, e-textiles, biosignal, vital signal, pulse sensor, microcontroller, washability, display},
  number       = {7},
  publisher    = {MDPI AG},
  title        = {{Usability of Inexpensive Optical Pulse Sensors for Textile Integration and Heartbeat Detection Code Development}},
  doi          = {10.3390/electronics12071521},
  volume       = {12},
  year         = {2023},
}

@techreport{2692,
  author       = {Strecker, Mia Jasmin and Freese, Christiane and Nagel, Lisa and Stirner, Alexander and Freese, Isa and Oldak, Anna and Hejna, Urszula and Pieper, Melanie and Hainke, Carolin and Lätzsch, Rebecca and Wattenberg, Ivonne and Falk-Dulisch, Miriam and Liebau, Laura and Eickelmann, Anne-Kathrin and Hornberg, Claudia and Pfeiffer, Thies and Seeling, Stefanie and Kamin, Anna-Maria and Makowsky, Katja and Nauerth, Annette},
  keywords     = {Blended Learning, Pflege, Medizin, Fachdidaktik, Digitale Lehre, fallbasiertes Lernen},
  pages        = {228},
  title        = {{Didaktisches Fachkonzept zur digitalen und virtuell unterstützten Fallarbeit in den Gesundheitsberufen}},
  doi          = {10.57720/2692},
  year         = {2023},
}

@inproceedings{2953,
  author       = {Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian and Friedrich, Werner },
  booktitle    = {ENVIROINFO 2022},
  editor       = {Wohlgemuth, Volker  and Naumann, Stefan  and Arnd, Hans-Knud and Behrens, Grit  and Höb, Maximilian},
  isbn         = {	978-3-88579-722-7},
  issn         = {	1617-5468},
  keywords     = {convolutional neural network, photovoltaic modules, snow detection, machine learning},
  location     = {Hamburg},
  title        = {{Detection of snow-coverage on PV-modules with images based on CNN-techniques}},
  volume       = {P328},
  year         = {2022},
}

@inproceedings{2859,
  author       = {Rüdiger, Klaus and Cabiddu, Francesca and Lorenz, Sissy and Hartman, Holger},
  booktitle    = {Proceedings CCBC 2022 – Cross-Cultural Business Conference 2022},
  editor       = {Überwimmer , Margarethe and Füreder, Robert and Kwiatek, Piotr},
  isbn         = {978-3-8440-8625-6},
  keywords     = {B2C e-commerce, online shopping, trust mark, Germany, Italy},
  location     = {Steyr},
  pages        = {154--164},
  publisher    = {Shaker Verlag},
  title        = {{Diffusion and (mis)perception of internet trust marks in Germany and Italy – a comparative empirical analysis}},
  year         = {2022},
}

@article{2295,
  author       = {Grumbach, Felix and Müller, Anna and Reusch, Pascal and Trojahn, Sebastian},
  issn         = {1572-8145},
  journal      = {Journal of Intelligent Manufacturing},
  keywords     = {Dynamic flow shop, Predictive scheduling, Proactive scheduling, Robust scheduling, Reinforcement learning, Simheuristics},
  publisher    = {Springer Science and Business Media LLC},
  title        = {{Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning}},
  doi          = {10.1007/s10845-022-02069-x},
  year         = {2022},
}

@article{1799,
  author       = {Vandevoorde, Koenraad and Vollenkemper, Lukas and Schwan, Constanze and Kohlhase, Martin and Schenck, Wolfram},
  issn         = {1424-8220},
  journal      = {Sensors},
  keywords     = {motor learning, motor skill learning, assistance system, artificial intelligence, machine learning, pose estimation, action recognition, human motion analysis},
  number       = {7},
  publisher    = {MDPI AG},
  title        = {{Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks}},
  doi          = {10.3390/s22072481},
  volume       = {22},
  year         = {2022},
}