Dr. Stefan Rüping is head of the department "Knowledge Discovery" at Fraunhofer IAIS, which focuses on implementation and research of intelligent systems for process automation using AI, training and consulting on AI topics and trustworthy AI. He has many years of experience in research, application, and consulting in machine learning and AI, especially in the areas of document processing, healthcare, retail, and finance. His particular research interest is in transparent and explainable AI.
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2024 | Limitations of Feature Attribution in Long Text Classification of Standards Beckh, Katharina; Rachel Jacob, Joann; Seeliger, Adrian; Rüping, Stefan; Nejad, Najmeh Mousavi |
Konferenzbeitrag Conference Paper |
| 2024 | Sharing for Caring? A Patients’ and Clinicians’ View on Handling Personal Medical Data in the Context of Digitization: An Exploratory Study Frank, Kevin; Mengesdorf, Thorsten; Radic, Marija; Herrmann, Philipp; Appenzeller, Arno; Mucha, Henrik; Orak, Berna; Spiecker gen. Döhmann, Indra; Rüping, Stefan; Burkhardt, Harald; Köhm, Michaela; Dauth, Stephanie |
Zeitschriftenaufsatz Journal Article |
| 2024 | Künstliche Intelligenz für klinische Studien Mackay, Sina; Antweiler, Dario; Rüping, Stefan |
Paper |
| 2024 | Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews Landschaft, Assaf; Antweiler, Dario; Mackay, Sina; Kugler, Sabine; Rüping, Stefan; Wrobel, Stefan; Höres, Timm; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2023 | POS0881 Specific AI-Generated Pattern of Tender Joints and Tenderness at Enthesial Sites are Predictive for Objective Detection of Musculoskeletal Inflammation in Psoriasis Patients Köhm, Michaela; Pick, Annika; Kugler, Sabine; Mackay, Sina; Antweiler, Dario; Kratz, Hannah; Zerweck, Lukas; Rüping, Stefan; Behrens, Frank |
Zeitschriftenaufsatz Journal Article |
| 2023 | A machine learning method for the identification and characterization of novel COVID-19 drug targets Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2023 | Natural Language Processing in der Medizin. Whitepaper Antweiler, Dario; Beckh, Katharina; Chakraborty, Nilesh; Giesselbach, Sven; Klug, Katrin; Rüping, Stefan |
Paper |
| 2022 | Symptom diaries as a digital tool to detect SARS-CoV-2 infections and differentiate between prevalent variants Grüne, Barbara; Kugler, Sabine; Ginzel, Sebastian; Wolff, Anna; Buess, Michael; Kossow, Annelene; Küfer-Weiß, Annika; Rüping, Stefan; Neuhann, Florian |
Zeitschriftenaufsatz Journal Article |
| 2022 | Omics and Multi-Omics Analysis for the Early Identification and Improved Outcome of Patients with Psoriatic Arthritis Gurke, Robert; Bendes, Annika; Bowes, John; Köhm, Michaela; Twyman, Richard M.; Barton, Anne; Elewaut, Dirk; Goodyear, Phil; Hahnefeld, Lisa; Hillenbrand, Rainer; Hunter, Ewan; Ibberson, Mark; Ioannidis, Vassilios; Kugler, Sabine; Lories, Rik J.; Resch, Eduard; Rüping, Stefan; Scholich, Klaus; Schwenk, Jochen M.; Waddington, James C.; Whitfield, Phil; Geisslinger, Gerd; FitzGerald, Oliver; Behrens, Frank; Pennington, Stephen R. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Houben, Sebastian; Albrecht, Stefanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias |
Aufsatz in Buch Book Article |
| 2022 | A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning Beckh, Katharina; Müller, Sebastian; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 2022 | Die zeitlich-räumliche Verteilung von COVID-19 in Köln und beeinflussende soziale Faktoren im Zeitraum Februar 2020 bis Oktober 2021 Neuhann, F.; Ginzel, Sebastian; Buess, M.; Wolff, A.; Kugler, Sabine; Schlanstedt, G.; Kossow, A.; Nießen, J.; Rüping, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2022 | A Quantitative Human-Grounded Evaluation Process for Explainable ML Beckh, Katharina; Müller, Sebastian; Rüping, Stefan |
Vortrag Presentation |
| 2021 | Grundlagen des Maschinellen Lernens Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan |
Aufsatz in Buch Book Article |
| 2021 | Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Houben, Sebastian; Abrecht, Stephanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias |
Paper |
| 2020 | Visual Analytics in the Aviation and Maritime Domains Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo |
Aufsatz in Buch Book Article |
| 2020 | Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain Kirsch, Birgit; Giesselbach, Sven; Schmude, Timothée; Völkening, Malte; Rostalski, Frauke; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 2020 | Incorporating Knowledge Bases into SciBERT and BioBERT pre-trained language models Kiwan, Abdullah; Giesselbach, Sven; Rüping, Stefan |
Vortrag Presentation |
| 2020 | Aligning Subjective Ratings in Clinical Decision Making Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela |
Vortrag Presentation |
| 2020 | Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan |
Studie Study |
| 2020 | Advanced Sensing and Human Activity Recognition in Early Intervention and Rehabilitation of Elderly People Schrader, Lisa; Vargas Toro, Agustín; Konietzny, Sebastian; Rüping, Stefan; Schäpers, Barbara; Steinböck, Martina; Krewer, Carmen; Müller, Friedemann; Güttler, Jörg; Bock, Thomas |
Zeitschriftenaufsatz Journal Article |
Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS