Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISPublikationen 2025
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | safe.trAIn - Sichere KI am Beispiel fahrerloser Regionalzug. Teilvorhaben: Nachweis der Vertrauenswürdigkeit von KI-Methoden für den autonomen Schienenverkehr. Schlussbericht Weiß, Gereon; Drabek, Christian; Gannamaneni, Sujan Sai; Kurzidem, Iwo; Kreutz, Andreas; Mock, Michael; Sinhamahapatra, Poulami; Van, Hoai My |
Bericht Report |
| 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 | Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama. cpp Sparrenberg, Lorenz Tim; Deußer, Tobias; Berger, Armin; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Standardization of Multi-Objective QUBOs Lee, Loong Kuan; Gerlach, Thore; Piatkowski, Nico |
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 | Systematic Review: Malware Detection and Classification in Cybersecurity Berrios, Sebastian; Leiva, Dante; Olivares, Bastian; Allende-Cid, Héctor; Hermosilla, Pamela |
Zeitschriftenaufsatz Journal Article |
| 2025 | Tackling Data Sparsity and Combinatorial Challenges in Rare Disease Matching with Medical Informed Machine Learning Berger, Armin; Lagones, Tom Anglim; Grigull, Lorenz; Fendrich, Lara; Bell Felix de Oliveira, Thiago; Högl, Henriette; Ernst, Gundula; Schmidt, Ralf; Bascom, David; Sifa, Rafet; Lübbering, Max |
Konferenzbeitrag Conference Paper |
| 2025 | Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs Ali, Mehdi; Fromm, Michael; Thellmann, Klaudia; Ebert, Jan; Weber, Alexander Arno; Rutmann, Richard; Jain, Charvi; Lübbering, Max; Steinigen, Daniel; Leveling, Johannes; Klug, Katrin; Schulze Buschhoff, Johann Jasper; Jurkschat, Lena; Abdelwahab, Hammam; Stein, Benny Jörg; Sylla, Karl-Heinz; Denisov, Pavel; Brandizzi, Nicolo; Saleem, Qasid; Bhowmick, Anirban; Helmer, Lennard; John, Chelsea; Ortiz Suarez, Pedro; Ostendorff, Malte; Jude, Alex; Manjunath, Lalith; Weinbach, Samuel; Penke, Carolin; Filatov, Oleg; Barth, Fabio; Mirza, Paramita; Weber, Lucas; Wendler, Ines; Sifa, Rafet; Küch, Fabian; Herten, Andreas; Jäkel, René; Rehm, Georg; Kesselheim, Stefan; Köhler, Joachim; Flores-Herr, Nicolas |
Konferenzbeitrag Conference Paper |
| 2025 | The Anatomy of Evidence: An Investigation Into Explainable ICD Coding Beckh, Katharina; Studeny, Elisa; Gannamaneni, Sujan Sai; Antweiler, Dario; Rüping, Stefan J. |
Konferenzbeitrag Conference Paper |
| 2025 | The Anatomy of Evidence: An Investigation Into Explainable ICD Coding Beckh, Katharina; Studeny, Elisa; Gannamaneni, Sujan Sai; Antweiler, Dario; Rüping, Stefan |
Paper |
| 2025 | The STAR Project: Giving Smell Sense to Agricultural Robotics Ugenti, Angelo; Stolyarova, Sara; Krayden, Adir; Milella, Annalisa; Rilling, Stefan; Nemirovsky, Yael; Reina, Giulio |
Konferenzbeitrag Conference Paper |
| 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 | Towards Automated Recipe Reconstruction: Optimization of Dietary Data Collection using Information Retrieval, Large Language Models and Mathematical Optimization Schmidt, Svetlana; Klasen, Linda; Nöthlings, Ute; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Towards End-to-End Model-Agnostic Explanations for RAG Systems Sudhi, Viju; Bhat, Sinchana Ramakanth; Rudat, Max; Teucher, Roman; Flores-Herr, Nicolas |
Paper |
| 2025 | Towards Uncertainty-Aware Low-Bit Quantized LLMs for On-Device Inference Sparrenberg, Lorenz Tim; Schneider, Tobias; Deußer, Tobias; Berger, Armin; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Training Support Vector Machines by Solving Differential Equations Bauckhage, Christian; Sifa, Rafet |
Aufsatz in Buch Book Article |
| 2025 | Transfer learning for end-to-end speech recognition and beyond Denisov, Pavel |
Dissertation Doctoral Thesis |
| 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 | Unsupervised Thematic Context Discovery for Explainable AI in Fact Verification: Advancing the CARAG Framework Vallayil, Manju; Nand, Parma; Yan, Wei; Allende-Cid, Héctor |
Konferenzbeitrag Conference Paper |
| 2025 | Use of Explainable Artificial Intelligence for Analyzing and Explaining Intrusion Detection Systems Hermosilla, Pamela; Díaz, Mauricio; Berríos, Sebastián; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2025 | Utilizing natural language processing to identify pediatric patients experiencing status epilepticus Puckett, Molly Ann; Chafjiri, Fatemeh Mohammad Alizadeh; Gettings, Jennifer V.; Landschaft, Assaf; Loddenkemper, Tobias |
Zeitschriftenaufsatz Journal Article |
| 2025 | Utilizing SBOM for Transparent AI Risk Communication Helmer, Lennard; Fink, Lisa; Poretschkin, Maximilian |
Konferenzbeitrag Conference Paper |
| 2025 | Viewpoint-Aware Sampling for Effective Online Domain Incremental Learning Wasil, Mohammad; Glasmachers, Tobias; Houben, Sebastian |
Zeitschriftenaufsatz Journal Article |
| 2025 | Visual Latent Captioning - Towards Verbalizing Vision Transformer Encoders Haghighat, Sogol; Metzler, Tim Daniel; Thoduka, Santosh; Houben, Sebastian |
Konferenzbeitrag Conference Paper |
| 2025 | Visualizing game dynamics at a specific time: Influence of the players' poses for tactical analyses in padel Javadiha, Mohammadreza; Andújar, Carlos; Lacasa, Enrique; Shirato, Gota; Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2025 | Visually-supported topic modeling for understanding behavioral patterns from spatio-temporal events Moussavi, Laleh; Andriyenko, Gennadiy; Andriyenko, Nathaliya; Slingsby, Aidan |
Zeitschriftenaufsatz Journal Article |
| 2025 | When Less is More: A Story of Failing Bayesian Optimization Due to Additional Expert Knowledge Weichert, Dorina; Ernis, Gunar; Worthmann, Marvin; Ryzko, Peter; Seifert, Lukas |
Paper |
| 2025 | Zero-Day Threat Mitigation via Deep Learning in Cloud Environments Berrios Vasquez, Sebastian Ignacio; Hermosilla Monckton, Pamela; Leiva Muñoz, Dante Ivan; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2025 | Zero-shot Imputation with Foundation Inference Models for Dynamical Systems Seifner, Patrick; Cvejoski, Kostadin; Körner, Antonia; Sanchez Fornica, Ramses |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica