Dr. Stefan Rüping

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.

© Fraunhofer IAIS
Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
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 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
2020 Incorporating Knowledge Bases into SciBERT and BioBERT pre-trained language models
Kiwan, Abdullah; Giesselbach, Sven; Rüping, Stefan
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 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 Aligning Subjective Ratings in Clinical Decision Making
Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela
Vortrag
Presentation
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
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