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 Machine-Learning-Based Approach for the Detection and Mitigation of Distributed Denial-of-Service Attacks in Internet of Things Environments Berríos, Sebastián; Garcia, Sebastián; Hermosilla, Pamela; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2025 | A Modular AI Testing Framework for Trustworthy AI: Proof-of-Concept Implementation Pintz, Maximilian Alexander; Becker, Daniel; Mock, Michael |
Konferenzbeitrag Conference Paper |
| 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 | A systematic review of long document summarization methods: Evaluation metrics and approaches Gana, Bady; Allende-Cid, Héctor; Rüping, Stefan; Becerra-Rozas, Marcelo; Zamora, Juan |
Zeitschriftenaufsatz Journal 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 | Anomaly Detection in Multivariate Time Series Using Uncertainty Estimation Müller, Moritz; Ernis, Gunar; Mock, Michael |
Aufsatz in Buch Book Article |
| 2025 | ArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset Elsafty, Hossam; Abdou, Bouthaina Soulef; Deußer, Tobias; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Bayesian Inference for Fatigue Strength Estimation Weichert, Dorina; Haedecke, Elena Gina; Kister, Alexander; Ernis, Gunar; Wrobel, Stefan; Houben, Sebastian |
Aufsatz in Buch Book 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 | Contextualized visual analytics for multivariate events Peng, Lei; Lin, Ziyue; Andrienko, Natalia V.; Andrienko, Gennady L.; Chen, Siming |
Zeitschriftenaufsatz Journal Article |
| 2025 | Convergence of HPC with Kubernetes to deploy a Scalable On-premise MLOps Platform Sasikumar, Jithin |
Master Thesis |
| 2025 | Detecting Linguistic Indicators for Stereotype Assessment with Large Language Models Görge, Rebekka; Mock, Michael; Allende-Cid, Héctor |
Konferenzbeitrag Conference Paper |
| 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 | Einsatz von Foundation-Modellen entlang der Patientenreise Antweiler, Dario; Rüping, Stefan; Wrobel, Stefan |
Aufsatz in Buch Book Article |
| 2025 | End-to-End Multi-Task Policy Learning from NMPC for Quadruped Locomotion Sajja, Anudeep; Khorshidi, Shahram; Houben, Sebastian; Bennewitz, Mären |
Konferenzbeitrag Conference Paper |
| 2025 | Enhancing Video-Based Robot Failure Detection Using Task Knowledge Thoduka, Santosh; Houben, Sebastian; Gall, Jürgen; Plöger, Paul Gerhard |
Konferenzbeitrag Conference Paper |
| 2025 | Evaluation of Tools and Frameworks for Machine Learning Model Serving Beck, Niklas; Stein, Benny Jörg; Helmer, Lennard; Wegener, Dennis |
Konferenzbeitrag Conference Paper |
| 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 | Explainable AI for Forensic Analysis: A Comparative Study of SHAP and LIME in Intrusion Detection Models Hermosilla, Pamela; Berríos, Sebastián; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 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 | Exploring Curriculum Learning for Languages: Lessons from Regular Language Tasks Toborek, Vanessa; Seiffarth, Florian; Müller, Sebastian; Horvath, Tamas; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2025 | Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks Datta, Joyeeta; Doll, Niclas; Ramadan, Qusai; Boukhers, Zeyd |
Konferenzbeitrag Conference Paper |
| 2025 | Expressive equivalence of classical and quantum restricted Boltzmann machines Demidik, Maria; Tüysüz, Cenk; Piatkowski, Nico; Grossi, Michele; Jansen, Karl |
Zeitschriftenaufsatz Journal Article |
| 2025 | Extending from Adaptation to Resilience Pathways: Perspectives from the Conceptual Framework to Key Insights Zorita, Saioa; Milde, Katharina; Peña Cerezo, Nieves; Aguirre-Such, Adriana; Lückerath, Daniel; Feliu Torres, Efrén |
Zeitschriftenaufsatz Journal Article |
| 2025 | From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports Arzideh, Kamyar; Schäfer, Henning; Allende-Cid, Héctor; Baldini, Giulia; Hilser, Thomas; Idrissi-Yaghir, Ahmad; Laue, Katharina; Chakraborty, Nilesh; Doll, Niclas; Antweiler, Dario; Klug, Katrin; Beck, Niklas; Giesselbach, Sven; Friedrich, Christoph M.; Nensa, Felix; Schuler, Martin; Hosch, René |
Zeitschriftenaufsatz Journal Article |
| 2025 | Generating Search-Engine-Optimized Headlines for Sports News Zalkow, Frank; Schäfer, Benedikt; Moissl, Thomas; Bücherl, Jonas; Markl, Kerstin; Bothe, Sebastian; Duchateau, Francois; Dollase, Julia; Kabus, Patric; Steinigen, Daniel; Schmitt, Oliver; Küch, Fabian |
Konferenzbeitrag Conference Paper |
| 2025 | Geovisualization: past, present, and future Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2025 | GG-BBQ: German Gender Bias Benchmark for Question Answering Satheesh, Shalaka; Klug, Katrin; Beckh, Katharina; Allende-Cid, Héctor; Houben, Sebastian; Hassan, Teena |
Konferenzbeitrag Conference Paper |
| 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 | Improving graph neural networks through feature importance learning Alkhoury, Fouad; Horváth, Tamás; Bauckhage, Christian; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2025 | Informed Deep Abstaining Classifier: Investigating Noise-Robust Training for Diagnostic Decision Support Systems Systems Schneider, Helen; Nowak, Sebastian; Parikh, Aditya; Layer, Yannik C.; Theis, Maike; Block, Wolfgang; Sprinkart, Alois Martin; Attenberger, Ulrike I.; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Informed Machine Learning | Sammelband Anthology |
| 2025 | Informed Machine Learning Aspects for the Multi-Agent Neural Rewriter Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan; Kister, Alexander |
Aufsatz in Buch Book Article |
| 2025 | Integrating human knowledge for explainable AI Cappuccio, Eleonora; Kathirgamanathan, Bahavathy; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2025 | Jenseits von Text und Bild - Generative KI für vielfältige Datenwelten Hecker, Dirk; Holl-Supra, Sonja; Paass, Gerhard; Voß, Angelika; Linden, Pascal Nicolai; Mock, Miriam; Wirtz, Tim; Scherer, Daniel David; Ufrecht, Christian; Burr, Julia; Kratsch, Wolfgang; Röglinger, Maximilian; Park, Gyunam; Aalst, Wil van der; Dechert, Franziska; Huuck, Bjarne; Uhl, Niklas; Kummerow, Andre; Rippstein, Florian; Beecks, Christian; Ott, Jonathan; Graß, Alexander; Mutschler, Christopher; Stahlke, Maximilian; Yaman, Alper; Eigenbrod, Hartmut; Seidler, Christian; Raible, Julian; Benndorf, Gesa; Fuchs, Georg; Krauß, Christopher; Hamaekers, Jan; Schulz, Daniel; Leicht, Matthis; Gowtham, Varun; Ziebarth, Mathias; Diederichs, Frederik; Wilde, Andreas; Kühnert, Christian; Stojanovic, Ljiljana; Steinmetz, Ina; Krauß, Jonathan; Jaspers, Wilhelm; Petereit, Janko; Zorn, Alexander; Bach, Nicolas; Hörstrup, Maximilian; Pionzewski, Christian; Plenne, Andrej; Strohm, Florian; Ott, Felix |
Buch Book |
| 2025 | Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models Ali, Mehdi; Brack, Manuel; Lübbering, Max; Wendt, Elias; Khan, Abbas Goher; Rutmann, Richard; Jude, Alex; Kraus, Maurice; Weber, Alexander Arno; Stollenwerk, Felix; Kaczér, David; Mai, Florian; Flek, Lucie; Sifa, Rafet; Flores-Herr, Nicolas; Köhler, Joachim; Schramowski, Patrick; Fromm, Michael; Kersting, Kristia |
Konferenzbeitrag Conference Paper |
| 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 | Leveraging MLOps: Developing a Sequential Classification System for RFQ Documents in Electrical Engineering Martens, Claudio; Abdelwahab, Hammam; Beckh, Katharina; Kirsch, Birgit; Gupta, Vishwani; Hoh, Steffen; Wegener, Dennis |
Konferenzbeitrag Conference Paper |
| 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 | Measuring Semantic Coherence of RAG-Generated Abstracts Through Complex Network Metrics Gana, Bady; Palma, Wenceslao; Lucay, Freddy A.; Missana, Cristóbal; Abarza, Carlos; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2025 | Multi-Agentic Workflows and Long-Term Memory Use Cases in AI-Builder Lakshmana Murthy, Swetha; Panneer Selvam, Sangamithra; Welß, Martin |
Konferenzbeitrag Conference Paper |
| 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 | Navigating the Landscape of AI Test Methods Using Taxonomy-Based Selection Pintz, Maximilian Alexander; Schmitz, Anna; Görge, Rebekka; Schmidt, Sebastian; Becker, Daniel; Akila, Maram; Mock, Michael |
Konferenzbeitrag Conference Paper |
| 2025 | Open Roberta Rescue Online Simulation: A Web-Based, Open-Source Educational Robotics Simulation for the RoboCupJunior Competition Gruber, Julian V.; Jost, Beate; Steinbauer-Wagner, Gerald |
Konferenzbeitrag Conference Paper |
| 2025 | Optimum-preserving QUBO parameter compression Mücke, Sascha; Gerlach, Thore Thassilo; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2025 | Overview and Joint Report of the Robustness and Consistency Task of the ELOQUENT 2025 Lab for Evaluating Generative Language Model Quality Karlgren, Jussi; Engels, Marie Isabel; Barrett, Maria; Gunti, Rohit Raj; Hoveyda, Mohanna; Sotic, Bruno Nadalic; Kamps, Jaap; Koistinen, Mika; Zosa, Elaine |
Konferenzbeitrag Conference Paper |
| 2025 | PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction Kirsch, Birgit; Allende-Cid, Héctor; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 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 | Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset Analysis Bhat, Sinchana Ramakanth; Rudat, Max; Spiekermann, Jannis; Flores-Herr, Nicolas |
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 | 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 |
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 End-to-End Model-Agnostic Explanations for RAG Systems Sudhi, Viju; Bhat, Sinchana Ramakanth; Rudat, Max; Teucher, Roman; Flores-Herr, Nicolas |
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 | 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 | 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 |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica