Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2024 | A global scale comparison of risk aggregation in AI assessment frameworks Schmitz, Anna; Mock, Michael; Görge, Rebekka; Cremers, Armin B.; Poretschkin, Maximilian |
Zeitschriftenaufsatz Journal Article |
| 2024 | AITA: AI trustworthiness assessment. AAAI spring symposium 2023 Braunschweig, Bertrand; Buijsman, Stefan; Chamroukhi, Faïcel; Heintz, Fredrik; Khomh, Foutse; Mattioli, Juliette; Poretschkin, Maximilian |
Zeitschriftenaufsatz Journal Article |
| 2024 | Artificial Intelligence. What Is Behind the Technology of the Future? Paass, Gerhard; Hecker, Dirk |
Buch Book |
| 2024 | Automatic scoring of Rhizoctonia crown and root rot affected sugar beet fields from orthorectified UAV images using Machine Learning Ispizua Yamati, Facundo Ramón; Günder, Maurice; Barreto Alcántara, Abel Andree; Bömer, Jonas; Laufer, Daniel; Bauckhage, Christian; Mahlein, Anne-Katrin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Controlled Randomness Improves the Performance of Transformer Models Deußer, Tobias; Zhao, Cong; Krämer, Wolfgang; Leonhard, David; Bauckhage, Christian; Rafet Sifa |
Konferenzbeitrag Conference Paper |
| 2024 | Deep Dynamic Language Models Cvejoski, Kostadin |
Dissertation Doctoral Thesis |
| 2024 | Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts Papadopoulos, George; Bastas, Alevizos; Vouros, George A.; Crook, Ian; Andrienko, Natalia; Gennady Andrienko; Cordero, Jose Manuel |
Zeitschriftenaufsatz Journal Article |
| 2024 | Developing trustworthy AI applications with foundation models Mock, Michael; Schmidt, Sebastian; Müller, Felix Benjamin; Görge, Rebekka; Schmitz, Anna; Haedecke, Elena Gina; Voß, Angelika; Hecker, Dirk; Poretschkin, Maximilian |
Paper |
| 2024 | Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers Nowak, Sebastian; Schneider, Helen; Layer, Yannik C.; Theis, Maike; Biesner, David; Block, Wolfgang; Wulff, Benjamin; Attenberger, Ulrike I.; Sifa, Rafet; Sprinkart, Alois M. |
Zeitschriftenaufsatz Journal Article |
| 2024 | Einsatz von KI-basierten Anwendungen durch Krankenhauspersonal: Aufgabenprofile und Qualifizierungsbedarfe Antweiler, Dario; Albiez, Daniela; Bures, Dominik Martin; Hosters, Bernadette; Jovy-Klein, Florian; Nickel, Kilian; Reibel, Thomas; Schramm, Johanna; Sander, Jil; Antons, David; Diehl, Anke |
Zeitschriftenaufsatz Journal Article |
| 2024 | Extending the Visual Data Exploration Loop towards Trustworthy Machine Learning in the Healthcare Domain Antweiler, Dario; Fuchs, Georg |
Konferenzbeitrag Conference 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 |
| 2024 | Incorporating Query Recommendation for Improving In-Car Conversational Search Rony, Md. Rashad Al Hasan; Sahoo, Soumya Ranjan; Khan, Abbas Goher; Friedl, Ken E.; Sudhi, Viju; Süß, Christian |
Konferenzbeitrag Conference Paper |
| 2024 | Kreativität der generativen KI Paass, Gerhard; Hecker, Dirk |
Aufsatz in Buch Book Article |
| 2024 | Machine Learning Operations (MLOps): Grundlagen, Chancen und Herausforderungen beim MLOps-Einsatz in Unternehmen Helmer, Lennard; Kerbel, Andreas; Martens, Claudio; Temath, Christian; Wegener, Dennis; Zimmermann, Alexander; Zorn, Alexander |
Studie Study |
| 2024 | On the effects of biased quantum random numbers on the initialization of artificial neural networks Heese, Raoul; Wolter, Moritz; Mücke, Sascha; Franken, Lukas; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2024 | Rechtliche Fairnessanforderungen an KI-Systeme und ihre technische Evaluation Feldkamp, Jakob; Kappler, Quirin; Poretschkin, Maximilian; Schmitz, Anna; Weiss, Erik |
Zeitschriftenaufsatz Journal Article |
| 2024 | Senti-Sequence: Learning to Represent Texts for Sentiment Polarity Classification Ramos Magna, Andrés; Zamora, Juan; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2024 | Short-term predictor for COVID-19 severity from a longitudinal multi-omics study for practical application in intensive care units Kugler, Sabine; Hahnefeld, Lisa; Kloka, Jan Andreas; Ginzel, Sebastian; Nürenberg-Goloub, Elena; Zinn, Sebastian; Vehrenschild, Maria; Zacharowski, Kai; Lindau, Simone; Ulrich, Evelyn; Burmeister, Jan; Kohlhammer, Jörn; Schwäble, Joachim; Gurke, Robert; Dorochow, Erika; Bennett, Alexandre; Dauth, Stephanie; Campe, Julia; Knape, Tilo; Laux, Volker; Kannt, Aimo; Köhm, Michaela; Geisslinger, Gerd; Resch, Eduard; Behrens, Frank |
Zeitschriftenaufsatz Journal Article |
| 2024 | Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans Genovesi, Sergio; Mönig, Julia Maria; Schmitz, Anna; Poretschkin, Maximilian; Akila, Maram; Kahdan, Manoj; Kleiner, Romina; Krieger, Lena; Zimmermann, Alexander |
Zeitschriftenaufsatz Journal Article |
| 2024 | Superkraft Sprachmodell? Dinnessen, Felix; Bringmann, Björn; Dang, David; Sifa, Rafet; Halscheidt, Sandra |
Paper |
| 2024 | Topic modelling for spatial insights: Uncovering space use from movement data Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2024 | Transcriptome Data Analysis Applied to Grapevine Growth Stage Identification Altimira, Francisco; Pavez, Leonardo; Pourreza, Alireza; Yanez, Osvaldo; González-Rodríguez, Lisdelys; García, José; Galaz, Claudio; Leiva-Araos, Andrés; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2024 | Using ScrutinAI for visual inspection of DNN performance in a medical use case Görge, Rebekka; Haedecke, Elena Gina; Mock, Michael |
Zeitschriftenaufsatz Journal Article |
| 2024 | Vertrauenswürdige KI-Anwendungen mit Foundation-Modellen entwickeln Mock, Michael; Schmidt, Sebastian; Müller, Felix Benjamin; Görge, Rebekka; Schmitz, Anna; Haedecke, Elena Gina; Voß, Angelika; Hecker, Dirk; Poretschkin, Maximilian |
Paper |
| 2024 | Wasserstein Dropout Sicking, Joachim; Akila, Maram; Pintz, Maximilian Alexander; Wirtz, Tim; Wrobel, Stefan; Fischer, Asja |
Zeitschriftenaufsatz Journal Article |
| 2024 | Wie Agenten und Foundation-Modelle bei der Versorgung Schwerverletzter helfen Meyer, Mareen; Giesselbach, Sven; Antweiler, Dario; Defosse, Jérôme; Hensen, Sandra; Iser, Henri; Salge, Torsten Oliver; Stead, Susan; Tjardes, Thorsten; Waloßek, Nina |
Paper |
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This list has been generated from the publication platform Fraunhofer-Publica