Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISPublikationen 2026
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2026 | ABEL: Artificial Buddy for Effective Learning Lai, Emmy; Bernards, Ann- Kathrin; Baghery, Dena; Flüh, Marlena; Lang, Tobias; Allende-Cid, Héctor; Collarana Vargas, Diego |
Konferenzbeitrag Conference Paper |
| 2026 | AI Agents: Concepts, Classification and Use Cases Kintz, Maximilien; Büllesfeld, Elisabeth; Falkner, Jürgen; Klau, Dennis; Proissl, Claudius; Schuller, Andreas; Allende-Cid, Héctor; Bechtloff, Benjamin; Heuser, Sven; Linden, Pascal Nicolai; Stein, Benny Jörg; Voß, Angelika |
Studie Study |
| 2026 | Benchmarking in Neuro-Symbolic AI Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, Andrea; Bortolotti, Samuele; Raedt, Luc de; Dhami, Devendra; Diligenti, Michelangelo; Dumančić, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco |
Konferenzbeitrag Conference Paper |
| 2026 | Beyond Reinforcement Learning: Fast and Scalable Quantum Circuit Synthesis Theißinger, Lukas; Gerlach, Thore; Berghaus, David; Bauckhage, Christian |
Paper |
| 2026 | CFIRE: A General Method for Combining Local Explanations Müller, Sebastian; Toborek, Vanessa; Horvath, Tamas; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2026 | Code-Guided Reasoning in Vision-Language Models for Complex Diagram Understanding Steinigen, Daniel; Flek, Lucie; Houben, Sebastian |
Konferenzbeitrag Conference Paper |
| 2026 | Crack segmentation by severity in 3D asphalt pavement images using deep learning models Contreras, Francisco; Osorio-Lird, Alelí; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2026 | Detecting Stable Cross-Impact Patterns in Bivariate Time Series Andrienko, Gennady; Andrienko, Natalia; Akila, Maram; Kathirgamanathan, Bahavathy; Ponce-de-León, Miguel |
Zeitschriftenaufsatz Journal Article |
| 2026 | Developing Human-Centric Machine Learning Models for Temporal Data Kathirgamanathan, Bahavathy; Cappuccio, Eleonora; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia |
Konferenzbeitrag Conference Paper |
| 2026 | Development, Implementation, and Preliminary Results of a Novel Social Network for Rare Disease Communities: Mixed Methods Study Fendrich, Lara; Hogl, Henriette; Schmidt, Ralf; Bascom, David; Berger, Armin; Lübbering, Max; Ernst, Gundula; Schumacher, Justus; Hölzer, Sabrina; Grigull, Lorenz |
Zeitschriftenaufsatz Journal Article |
| 2026 | Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German Law Bashir, Ali Hamza; Khalid, Muhammad Rehan; Cvejoski, Kostadin; Birr, Jana Lilian; Berghaus, Jule; Berger, Armin; Halscheidt, Sandra; Temath, Christian; Sifa, Rafet; Berghaus, David |
Paper |
| 2026 | ELOQUENT Lab at CLEF 2026: Evaluation of Generative Language Model Quality Karlgren, Jussi; Barrett, Maria; Bojar, Ondřej; Engels, Marie Isabel; Fabre, Diandra; Goeuriot, Lorraine; Mothe, Josiane; Mulhem, Philippe; Piacentini, Mario; Madriz, Luis Francisco Vargas; Schwab, Didier; Šindelář, Pavel; Stampoulidis, Georgios; Thomas, Katherina; Vartampetian, Markarit |
Konferenzbeitrag Conference Paper |
| 2026 | EVIL: Evolving Interpretable Algorithms for Zero-Shot Inference on Event Sequences and Time Series with LLMs Berghaus, David |
Paper |
| 2026 | Exploration of Multi-lingual Vocabulary for Context Biasing in SpeechLLM Chaurasia, Arunima |
Master Thesis |
| 2026 | Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs Steinigen, Daniel; Teucher, Roman; Ruland, Timm Heine; Rudat, Max; Flores-Herr, Nicolas; Fischer, Peter; Milošević, Nikola; Schymura, Christopher; Ziletti, Angelo |
Konferenzbeitrag Conference Paper |
| 2026 | Four Quadrants of Difficulty: A Categorisation for Curriculum Learning in NLP Toborek, Vanessa; Müller, Sebastian; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2026 | From Prediction to Insight: Visual Analytics for Understanding Compound Potency Models Kathirgamanathan, Bahavathy; Janela, Tiago; Xerxa, Elena; Andrienko, Gennady; Bajorath, Jürgen; Andrienko, Natalia; Potel, Mike J. |
Zeitschriftenaufsatz Journal Article |
| 2026 | Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation Moustafa, Wesam; Elsafty, Hossam; Schneider, Helen; Sparrenberg, Lorenz Tim; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2026 | Generating Explanatory Rules for Temporal Data Using Prior Knowledge Cappuccio, Eleonora; Kathirgamanathan, Bahavathy; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia |
Konferenzbeitrag Conference Paper |
| 2026 | Global Properties from Local Explanations with Concept Explanation Clusters Haedecke, Elena Gina; Akila, Maram; Rüden, Laura von |
Konferenzbeitrag Conference Paper |
| 2026 | Going Beyond Model-Centric XAI towards Human-Centric Explanations Kathirgamanathan, Bahavathy; Andrienko, Gennady; Andrienko, Natalia |
Konferenzbeitrag Conference Paper |
| 2026 | Hot-Starting Quantum Portfolio Optimization Schlütter, Sebastian; Maras, Tomislav; Dotterweich, Alexander; Piatkowski, Nico |
Konferenzbeitrag Conference Paper |
| 2026 | Hybrid Modeling of Cercospora Leaf Spot Epidemiology: Integrating Mechanistic and Machine Learning Approaches Using Remote-Sensing and Environmental Data Ispizua Yamati, Facundo Ramón; Günder, Maurice; Bömer, Jonas; Barreto, Abel; Varrelmann, Mark; Bauckhage, Christian; Mahlein, Anne-Katrin |
Zeitschriftenaufsatz Journal Article |
| 2026 | Hybrid Representation Learning for Information Extraction Deußer, Tobias |
Dissertation Doctoral Thesis |
| 2026 | In-Context Learning of Temporal Point Processes with Foundation Inference Models Berghaus, David; Seifner, Patrick; Cvejoski, Kostadin; Ojeda, César; Sanchez Fornica, Ramses |
Konferenzbeitrag Conference Paper |
| 2026 | Interactive Visual Exploration of Rule-Based Model Logic Andrienko, Natalia; Andrienko, Gennady; Kathirgamanathan, Bahavathy |
Zeitschriftenaufsatz Journal Article |
| 2026 | Is continuous CoT better suited for multi-lingual reasoning? Bashir, Ali Hamza; Shomali, Behzad; Frey, Markus; Ali, Mehdi; Sifa, Rafet; Berghaus, David |
Paper |
| 2026 | Joint Inference for Informed End-to-End Knowledge Base Population Kirsch, Birgit; Beckh, Katharina; Chackraborty, Nilesh; Heuser, Sven; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 2026 | KI-Agenten verstehen und anwenden Kintz, Maximilien; Büllesfeld, Elisabeth; Falkner, Jürgen; Klau, Dennis; Proissl, Claudius; Schuller, Andreas; Allende-Cid, Héctor; Bechtloff, Benjamin; Heuser, Sven; Linden, Pascal Nicolai; Stein, Benny Jörg; Voß, Angelika |
Studie Study |
| 2026 | Knowledge-Driven Intelligent Systems for Precision Agriculture – A Demonstration on Disease Spread Prediction Günder, Maurice |
Dissertation Doctoral Thesis |
| 2026 | Künstliche Intelligenz im Krankenhaus - Strategien und Voraussetzungen für eine erfolgreiche Implementierung Antweiler, Dario; Hülden, Daniel; Kugler, Sabine; Poncelet, André Leon |
Paper |
| 2026 | Learning Weakly Convex Sets in Metric Spaces Stadtländer, Eike; Horvath, Tamas; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2026 | Machine Learning, Optimization, and Data Science. 11th International Conference, LOD 2025. Revised Selected Papers, Part I | Tagungsband Conference Proceeding |
| 2026 | MAVO »UrWerk« Unternehmensspezifische Werkstoff(system)-Datenräume zur beschleunigten Produktentwicklung. Abschlussbericht Eberl, Christoph; Luke, Michael; Fliegener, Sascha; Francisco Morgado, Joana; Domínguez, José Manuel; Rosenberger, Johannes; Tlatlik, Johannes; Nahshon, Yoav; Ernis, Gunar; Kobialka, Hans-Ulrich; Schneider-Jung, Fabio Julian; Dörlich, Vanessa; Burger, Lilli |
Bericht Report |
| 2026 | Multidisciplinary perspectives on Human-AI team trust. Preface Brandizzi, Nicolo; Bailey, Morgan E.; Centeio Jorge, Carolina; Cohen, Myke C.; Frattolillo, Francesco; Wagner, Alan R. |
Zeitschriftenaufsatz Journal Article |
| 2026 | Neuro-Symbolic Adaptive Query Processing over Knowledge Graphs Qin, Chang; Acosta, Maribel |
Konferenzbeitrag Conference Paper |
| 2026 | Preface Nicosia, Giuseppe; Ojha, Varun Kumar; Giesselbach, Sven; La Malfa, Emanuele; Pardalos, Miltiades Panos; La Malfa, Gabriele; Umeton, Renato |
Konferenzbeitrag Conference Paper |
| 2026 | Quantum Computing from Hopfield Nets: A Textbook with Python Code Examples Bauckhage, Christian; Sifa, Rafet |
Buch Book |
| 2026 | Reliable Robotic Task Execution in the Face of Anomalies Santhanam, Bharath; Mitrevski, Alex; Thoduka, Santosh; Houben, Sebastian; Hassan, Teena |
Zeitschriftenaufsatz Journal Article |
| 2026 | Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-in-The-Loop Monitoring: A Case Study at the Ports of Brittany Landi, Cristiano; Andrienko, Natalia; Andrienko, Gennady |
Konferenzbeitrag Conference Paper |
| 2026 | Rule vs. SHAP: Complementary Tools for Understanding and Verifying ML Models Kathirgamanathan, Bahavathy; Andrienko, Gennady; Andrienko, Natalia |
Konferenzbeitrag Conference Paper |
| 2026 | Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation Spravil, Julian; Houben, Sebastian; Behnke, Sven |
Konferenzbeitrag Conference Paper |
| 2026 | Seeing and Understanding Process Ecosystems: A Case Study on Conference Submission Handling Andrienko, Natalia; Andrienko, Gennady; Beerepoot, Iris; Cibulski, Lena; Di Ciccio, Claudio; Meroni, Giovanni; Turkay, Cagatay; Landesberger, Tatiana von |
Konferenzbeitrag Conference Paper |
| 2026 | Selective Augmentation: Improving Universal Automatic Phonetic Transcription via G2P Bootstrapping Bystrich, Tobias; Pritzen, Julia; Schmidt, Christoph Andreas; Wich-Reif, Claudia |
Konferenzbeitrag Conference Paper |
| 2026 | STRUDEL: Unrolling a Benchmark for Evaluating Vision-Language Models on Structured Diagram Understanding across Domains Steinigen, Daniel; Flek, Lucie; Houben, Sebastian |
Konferenzbeitrag Conference Paper |
| 2026 | Techniques for interactive visual examination of vessel performance Andrienko, Natalia; Gennady Andrienko, Gennady; Zissis, Dimitris; Troupiotis-Kapeliaris, Alexandros; Spiliopoulos, Giannis |
Zeitschriftenaufsatz Journal Article |
| 2026 | Textual data bias detection and mitigation - an extensible pipeline with experimental evaluation Görge, Rebekka; Gannamaneni, Sujan Sai; Naeven, Tabea; Abdelwahab, Hammam; Allende-Cid, Héctor; Cremers, Armin Bernd; Helmer, Lennard; Mock, Michael; Schmitz, Anna; Xue, Songkai; Yildirir, Elif; Poretschkin, Maximilian; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2026 | The Local Convexification Method and its Application to Learning Weakly Convex Boolean Functions Stadtländer, Eike; Horvath, Tamas; Wrobel, Stefan |
Konferenzbeitrag Conference Paper |
| 2026 | The Semantic Web: ESWC 2025 Satellite Events. Proceedings | Tagungsband Conference Proceeding |
| 2026 | Towards Foundation Models for Quantum Unitary Synthesis via Zero-Shot MDL Theißinger, Lukas; Gerlach, Thore; Berghaus, David; Bauckhage, Christian |
Konferenzbeitrag nicht im Tagungsband Conference Paper not in Proceedings |
| 2026 | Towards Multi-Agent Systems in Requirements Engineering: A Proof-of-Concept Study Using Large Language Models Lai, T.Y. Emmy; Allende-Cid, Héctor; Giesselbach, Sven; Rüping, Stefan |
Konferenzbeitrag Conference Paper |
| 2026 | Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety Chopra, Muskaan; Sparrenberg, Lorenz; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2026 | Visual Failure Detection in Robotics Thoduka, Santosh |
Dissertation Doctoral Thesis |
| 2026 | Whitepaper KI in der Krankenhausplanung Antweiler, Dario; Andree, Fred; König, Stefan; Rüping, Stefan |
Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica