@inproceedings{6371,
  author       = {Dockhorn, Frederick-Mortimer and Kohlhase, Martin},
  booktitle    = {Proceedings - 35. Workshop Computational Intelligence},
  editor       = {Schulte, Horst and Hoffmann, Frank and Mikut, Ralf},
  publisher    = {Karlsruher Institut für Technologie (KIT)},
  title        = {{Discrepancy Modeling for Dynamical Systems}},
  doi          = {10.5445/IR/1000186052},
  year         = {2025},
}

@inproceedings{6267,
  author       = {Bültemeier, Julian and Holst, Christoph-Alexander and Lohweg, Volker and Schöne, Marvin and Jaster, Bjarne and Kohlhase, Martin},
  booktitle    = {2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)},
  location     = {Porto, Portugal},
  pages        = {1--4},
  publisher    = {IEEE},
  title        = {{AI Workflow for Scarce Data: A Modular Approach to Optimise Processes}},
  doi          = {10.1109/ETFA65518.2025.11205664},
  year         = {2025},
}

@inbook{6273,
  author       = {Schöne, Marvin and Jaster, Bjarne and Bültemeier, Julian and Kohlhase, Martin},
  booktitle    = {Kongress KI@HSBI2025 Zukunft im Fokus – Posterbeiträge},
  pages        = {26--27},
  publisher    = {Hochschule Bielefeld},
  title        = {{Informed Active Learning with Decision Trees to Balance Exploration and Exploitation}},
  doi          = {10.60802/sidas.2025.2},
  volume       = {2},
  year         = {2025},
}

@article{6297,
  author       = {Katter, Vincent and Huperz, Carolin and Kohlhase, Martin and Bartsch, J. and Özlu, I and Regier, M and Amelung, R.I. and Klemme, B.},
  issn         = {0340-5591},
  journal      = {Orthopädie Technik},
  keywords     = {Diabetisches Fußsyndrom (DFS), Smarte Orthese, Plantardruckmessung, Anomalieerkennung, Künstliche Intelligenz},
  number       = {11},
  pages        = {68 -- 73},
  publisher    = {Verlag Orthopädie-Technik},
  title        = {{Sensorintegration in Orthesen zur Versorgung des Diabetischen Fußsyndroms: eine technische Betrachtung}},
  year         = {2025},
}

@inproceedings{6182,
  author       = {Bäumer, Frederik and Brandt-Pook, Hans and Huppert, Christian and Šir, Yves and Stahlkopf, Alexander and Sang, Florian and Ullrich, Nadja},
  issn         = {2943-3509},
  location     = {Bielefeld},
  number       = {2025},
  title        = {{Für eine inklusive digitale Zukunft: Ableismus-sensible Chatbots gestalten}},
  doi          = {10.60802/sidas.2025.2},
  volume       = {2},
  year         = {2025},
}

@inproceedings{6209,
  author       = {Matutat, André and Golin, Lena and Brandt-Pook, Hans},
  booktitle    = {INFORMATIK 2025},
  issn         = {2944-7682},
  keywords     = {Large Language Models, Retrieval-Augmented Generation, CO2-Bilanzierung, Tiefbau, Nachhaltigkeit, Assistenzsysteme, Wissensmanagement, Tool-Integration},
  location     = {Potsdam },
  number       = {366},
  pages        = {1345--1350},
  title        = {{LLM gesteuerte Planung zur Reduktion des CO2-Fußabdrucks im Tiefbau}},
  doi          = {10.18420/inf2025_119},
  year         = {2025},
}

@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{6241,
  author       = {Golin, Lena and Matutat, André and Brandt-Pook, Hans},
  issn         = {2943-3509},
  location     = {Bielefeld},
  pages        = {18--19},
  title        = {{Green by Design: Nachhaltiger Tiefbau durch KI}},
  doi          = {10.60802/SIDAS.2025.2},
  volume       = {2},
  year         = {2025},
}

@article{6246,
  author       = {Prekwinkel, Frank and Brandt-Pook, Hans},
  issn         = {1867-5913},
  journal      = {Wirtschaftsinformatik & Management},
  publisher    = {Springer Fachmedien Wiesbaden GmbH},
  title        = {{Eine KI-Reise im Mittelstand}},
  doi          = {10.1365/s35764-025-00575-0},
  year         = {2025},
}

@inproceedings{6084,
  author       = {Bourdick, Raphael and Bäumer, Frederik},
  booktitle    = {Jahrestagung der Gesellschaft für Informatik},
  location     = {Potsdam},
  title        = {{Beyond Q&A: Entwicklung eines agentenbasierten Retrieval-Augmented-Generation-Systems bei der imos AG}},
  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},
}

@inproceedings{5406,
  author       = {Schultenkämper, Sergej and Bäumer, Frederik},
  booktitle    = {The 13th IEEE International Workshop on Semantic Computing for Social Networking: from user information to social knowledge and ethical AI},
  location     = {Laguna Hills, CA},
  title        = {{Multimodal Analysis of Modern Phishing Attacks: Towards an Evolving Dataset of Real-World Data}},
  doi          = {10.1109/ICSC64641.2025.00046},
  year         = {2025},
}

@inproceedings{5407,
  author       = {Schultenkämper, Sergej and Vovchenko, Viktoriia and Bäumer, Frederik},
  booktitle    = {The 13th IEEE International Workshop on Semantic Computing for Social Networking: from user information to social knowledge and ethical AI},
  location     = {Laguna Hills, CA},
  title        = {{Enhancing Social Media Summarization with Instruction Tuned Large Language Models and Adaptive Summary Ranking}},
  doi          = {10.1109/ICSC64641.2025.00045},
  year         = {2025},
}

@inproceedings{6793,
  author       = {Aslan Oguz, Evin and Küster, Jochen},
  booktitle    = {Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems},
  isbn         = {9798400706226},
  keywords     = {Software and its engineering → Object oriented develop- ment, Requirements analysis, • Computing methodologies → Natural language processing.},
  location     = {Linz Austria},
  pages        = {533--540},
  publisher    = {ACM},
  title        = {{A Comparative Analysis of ChatGPT-Generated and Human-Written Use Case Descriptions}},
  doi          = {10.1145/3652620.3687800},
  year         = {2024},
}

@article{6299,
  author       = {Katter, Vincent and Jaster, Bjarne and Schöne, Marvin},
  journal      = {Schriftenreihe des Institute for Data Science Solutions},
  publisher    = {Hochschule Bielefeld},
  title        = {{Evaluierung der Leistungsfähigkeit von LSTM-Modellen für die Approximation physikalischer Systeme }},
  doi          = {10.60802/SIDAS.2024.2},
  volume       = {2},
  year         = {2024},
}

@inproceedings{5789,
  author       = {Dockhorn, Frederick-Mortimer and Kohlhase, Martin},
  booktitle    = {Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024},
  editor       = {Schulte, Horst and Hoffmann, Frank  and Mikut, Ralf },
  isbn         = { 978-3-7315-1388-9},
  location     = {Berlin},
  pages        = {53--76},
  publisher    = {KIT Scientific Publishing},
  title        = {{An Application-oriented Review of Standard and Integral Sparse Identification of Nonlinear Dynamics}},
  doi          = {10.5445/KSP/1000174544},
  year         = {2024},
}

@article{5497,
  author       = {Weller, Julian and Migenda, Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman},
  issn         = {2212-8271},
  journal      = {Procedia CIRP},
  pages        = {424--429},
  publisher    = {Elsevier BV},
  title        = {{Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories}},
  doi          = {10.1016/j.procir.2024.03.022},
  volume       = {128},
  year         = {2024},
}