Publikationen 2024

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 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 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 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 Superkraft Sprachmodell?
Dinnessen, Felix; Bringmann, Björn; Dang, David; Sifa, Rafet; Halscheidt, Sandra
Paper
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
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica