Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | 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 |
| 2025 | A Regression-Based Predictive Model Hierarchy for Nonwoven Tensile Strength Inference Antweiler, Dario; Burgard, Jan Pablo; Harmening, Marc; Marheineke, Nicole; Schmeißer, Andre; Wegener, Raimund; Welke, Pascal |
Aufsatz in Buch Book Article |
| 2025 | Addressing a new Paradigm Shift: An Empirical Study on Novel Project Characteristics for Foundation Model Projects Giesselbach, Sven; Wegener, Dennis; Helmer, Lennard; Martens, Claudio; Rüping, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2025 | CARAG: A Context-Aware Retrieval Framework for Fact Verification, Integrating Local and Global Perspectives of Explainable AI Vallayil, Manju; Nand, Parma; Yan, Weiqi; Allende-Cid, Héctor; Vamathevan, Thamilini |
Zeitschriftenaufsatz Journal Article |
| 2025 | Die nächste Generation der medizinischen KI-Assistenz. "Healthcare Agents" im Einsatz Mackay, Sina; Ebert, Julia; Schellinger, Alexander; Antweiler, Dario; Rüping, Stefan |
Paper |
| 2025 | Digital Methods for the Fatigue Assessment of Engineering Steels Fliegener, Sascha; Rosenberger, Johannes; Luke, Michael; Francisco Morgado, Joana; Kobialka, Hans-Ulrich; Domínguez, José Manuel; Kraft, Torsten; Tlatlik, Johannes |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluation of Document Deduplication Algorithms for Large Text Corpora Leveling, Johannes; Helmer, Lennard; Stein, Benny Jörg; Wegener, Dennis; Sheikh, Zoha; Fernandes, Elanton; Abdelwahab, Hammam |
Konferenzbeitrag Conference Paper |
| 2025 | Explaining quantum circuits with Shapley values: towards explainable quantum machine learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2025 | Geovisualization: past, present, and future Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2025 | How in-person conversations shape political polarization: Quasi-experimental evidence from a nationwide initiative Fang, Ximeng; Heuser, Sven; Stötzer, Lasse S. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Informed Machine Learning | Sammelband Anthology |
| 2025 | KI-Zuverlässigkeit in der Produktion. Prüfwerkzeuge für systematisches Testen von KI-Modellen Gannamaneni, Sujan Sai; Haedecke, Elena Gina; Pintz, Maximilian Alexander; Poretschkin, Maximilian; Mock, Michael |
Zeitschriftenaufsatz Journal Article |
| 2025 | Knowledge Distillation for Sensory Substitution in Multimodal Models Ahmed Navid, Shayekh Mohiuddin |
Master Thesis |
| 2025 | Large scale summarization using ensemble prompts and in context learning approaches Leiva-Araos, Andres; Gana, Bady; Allende-Cid, Héctor; Garcia, J. Antonio; Saikia, Manob Jyoti |
Zeitschriftenaufsatz Journal Article |
| 2025 | Long Short-Term Memory Wavelet Neural Network for Renewable Energy Generation Forecasting Vivas, Eliana; Allende-Cid, Héctor; Bravo de Guenni, Lelys; Bariviera, Aurelio F.; Salas, Rodrigo |
Zeitschriftenaufsatz Journal Article |
| 2025 | Machine Learning, Optimization, and Data Science. 10th International Conference, LOD 2024. Pt.II | Tagungsband Conference Proceeding |
| 2025 | Multilingual Automatic Phonetic Transcription - a Linguistic Investigation of its Performance on German and Approaches to Improving the State of the Art Bystrich, Tobias |
Master Thesis |
| 2025 | MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning Aldabbas, Farizeh; Ashraf, Shaina; Sifa, Rafet; Flek, Lucie |
Konferenzbeitrag Conference Paper |
| 2025 | Optimum-preserving QUBO parameter compression Mücke, Sascha; Gerlach, Thore Thassilo; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2025 | Re-interpreting rules interpretability Adilova, Linara; Kamp, Michael; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2025 | Reinforcement Learning for Efficient Returns Management Linden, Pascal Nicolai; Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan |
Paper |
| 2025 | Reinforcement Learning for Segmented Manufacturing Paul, Nathalie; Kister, Alexander; Schnellhardt, Thorben; Fetz, Maximilian Elias; Hecker, Dirk; Wirtz, Tim |
Konferenzbeitrag Conference Paper |
| 2025 | Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models Deußer, Tobias; Hahnbück, Max; Uelwer, Tobias; Zhao, Cong; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Robustness Evaluation of the German Extractive Question Answering Task Satheesh, Shalaka; Beckh, Katharina; Klug, Katrin; Allende-Cid, Héctor; Houben, Sebastian; Hassan, Teena |
Konferenzbeitrag Conference Paper |
| 2025 | SKIE-SRL: Structured Key Information Extraction from Business Documents Using Statistical Relational Learning Kirsch, Birgit; Yu, Xiang; Chakraborty, Nilesh; Doll, Niclas; Giesselbach, Sven; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 2025 | SugarViT - Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet Günder, Maurice; Ispizua Yamati, Facundo Ramón; Barreto, Abel; Mahlein, Anne-Katrin; Sifa, Rafet; Bauckhage, Christian |
Zeitschriftenaufsatz Journal Article |
| 2025 | Symposium on Scaling AI Assessments, SAIA 2024 | Tagungsband Conference Proceeding |
| 2025 | Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns Andrienko, Natalia; Andrienko, Gennady; Artikis, Alexander; Mantenoglou, Periklis; Rinzivillo, Salvatore |
Konferenzbeitrag Conference Paper |
| 2025 | Trust at every step: Embedding trust quality gates into the visual data exploration loop for machine learning-based clinical decision support systems Antweiler, Dario; Fuchs, Georg |
Zeitschriftenaufsatz Journal Article |
| 2025 | Visual Latent Captioning - Towards Verbalizing Vision Transformer Encoders Haghighat, Sogol; Metzler, Tim Daniel; Thoduka, Santosh; Houben, Sebastian |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica