| Jahr Year
 | Titel/Autor:in Title/Author
 | Publikationstyp Publication Type
 | 
|---|
| 2025 | Bayesian Inference for Fatigue Strength Estimation Weichert, Dorina; Haedecke, Elena Gina; Ernis, Gunar; Houben, Sebastian; Kister, Alexander; Wrobel, Stefan
 | Aufsatz in Buch Book Article
 | 
| 2025 | Reinforcement Learning for Efficient Returns Management Linden, Pascal Nicolai; Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan
 | Paper | 
| 2025 | Improving graph neural networks through feature importance learning Alkhoury, Fouad; Horváth, Tamás; Bauckhage, Christian; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2025 | Informed Machine Learning Aspects for the Multi-Agent Neural Rewriter Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan; Kister, Alexander
 | Aufsatz in Buch Book Article
 | 
| 2024 | Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews Landschaft, Assaf; Antweiler, Dario; Mackay, Sina; Kugler, Sabine; Rüping, Stefan; Wrobel, Stefan; Höres, Timm; Allende-Cid, Héctor
 | Zeitschriftenaufsatz Journal Article
 | 
| 2024 | Research priorities to leverage smart digital technologies for sustainable crop production Storm, Hugo; Seidel, Sabine Julia; Klingbeil, Lasse; Ewert, Frank; Vereecken, Harry; Amelung, Wulf; Behnke, Sven; Bennewitz, Maren; Börner, Jan; Döring, Thomas; Gall, Jürgen; Mahlein, Anne-Katrin; McCool, Chris; Rascher, Uwe; Wrobel, Stefan; Schnepf, Andrea; Stachniss, Cyrill; Kuhlmann, Heiner
 | Zeitschriftenaufsatz Journal Article
 | 
| 2024 | Deep Dynamic Language Models Cvejoski, Kostadin
 | Dissertation Doctoral Thesis
 | 
| 2024 | Wasserstein Dropout Sicking, Joachim; Akila, Maram; Pintz, Maximilian Alexander; Wirtz, Tim; Wrobel, Stefan; Fischer, Asja
 | Zeitschriftenaufsatz Journal Article
 | 
| 2023 | Investigating Graph Representation Learning Methods for Link Prediction in Knowledge Graphs Ali, Mehdi
 | Dissertation Doctoral Thesis
 | 
| 2023 | Explainable production planning under partial observability in high-precision manufacturing Weichert, Dorina; Kister, Alexander; Volbach, Peter; Houben, Sebastian; Trost, Marcus; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2023 | Maximal closed set and half-space separations in finite closure systems Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2023 | Advancing Knowledge-Enhanced Conversational Systems Leveraging Language Models Rony, Md Rashad Al Hasan
 | Dissertation Doctoral Thesis
 | 
| 2023 | Guideline for Designing Trustworthy Artificial Intelligence Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voß, Angelika; Wrobel, Stefan
 | Bericht Report
 | 
| 2022 | Deutsche Normungsroadmap Künstliche Intelligenz Adler, Rasmus; Bunte, Andreas; Burton, Simon; Großmann, Jürgen; Jaschke, Alexander; Kleen, Philip; Lorenz, Jeanette Miriam; Ma, Jackie; Markert, Karla; Meeß, Henri; Meyer, Olga; Neuhüttler, Jens; Philipp, Patrick; Poretschkin, Maximilian; Rennoch, Axel; Roscher, Karsten; Sperl, Philip; Usländer, Thomas; Weicken, Eva; Wrobel, Stefan; Zidowitz, Stephan; Ziehn, Jens; Kläs, Michael; Cheng, Chih-Hong; Heinrich, Jana; Knoblauch, Dorian; Heidrich, Jens; Görge, Rebekka; Kolomiichuk, Sergii; Lämmel, Philipp; Plinge, Axel; Rauh, Lukas; Tcholtchev, Nikolay Vassilev
 | Studie Study
 | 
| 2022 | Robustness in Fatigue Strength Estimation Weichert, Dorina; Kister, Alexander; Houben, Sebastian; Ernis, Gunar; Wrobel, Stefan
 | Paper | 
| 2022 | A Fast Heuristic for Computing Geodesic Closures in Large Networks Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2022 | The why and how of trustworthy AI Schmitz, Anna; Akila, Maram; Hecker, Dirk; Poretschkin, Maximilian; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2022 | Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning Hecker, Dirk; Voß, Angelika; Wrobel, Stefan
 | Aufsatz in Buch Book Article
 | 
| 2022 | A generalized Weisfeiler-Lehman graph kernel Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2022 | Feature Attribution for Automatic Medical Coding Sauvant, Marie Pauline
 | Master Thesis | 
| 2022 | Visual Analytics for Human-Centered Machine Learning Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2022 | Designing Data Spaces 
 | Sammelband Anthology
 | 
| 2022 | A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2022 | Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan; Kister, Alexander
 | Paper | 
| 2021 | Learning Weakly Convex Sets in Metric Spaces Stadtländer, Eike; Horvath, Tamas; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2021 | Decision Snippet Features Welke, Pascal; Alkhoury, Fouad; Bauckhage, Christian; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2021 | A theoretical model for pattern discovery in visual analytics Andrienko, Natalia; Andrienko, Gennady; Miksch, Silvia; Schumann, Heidrun; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2021 | Leitfaden zur Gestaltung vertrauenswürdiger Künstlicher Intelligenz (KI-Prüfkatalog) Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voß, Angelika; Wrobel, Stefan
 | Bericht Report
 | 
| 2021 | Constructing Spaces and Times for Tactical Analysis in Football Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, Pascal; Budziak, Guido; Fuchs, Georg; Hecker, Dirk; Weber, Hendrik; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2021 | Maximum Margin Separations in Finite Closure Systems Seiffahrt, Florian; Horvath, Tamas; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2021 | A Novel Regression Loss for Non-Parametric Uncertainty Optimization Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2021 | Zur Systematischen Bewertung der Vertrauenswürdigkeit von KI-Systemen Poretschkin, Maximilian; Mock, Michael; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2020 | Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan
 | Buch Book
 | 
| 2020 | HOPS: Probabilistic Subtree Mining for Small and Large Graphs Welke, Pascal; Seiffahrt, Florian; Kamp, Michael; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2020 | Zertifizierung von KI-Systemen Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
 | Studie Study
 | 
| 2020 | Effective approximation of parametrized closure systems over transactional data streams Trabold, Daniel; Horvath, Tamas; Wrobel, Stefan
 | Zeitschriftenaufsatz Journal Article
 | 
| 2020 | Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian
 | Bericht Report
 | 
| 2020 | Maximal Closed Set and Half-Space Separations in Finite Closure Systems Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2020 | Adiabatic Quantum Computing for Max-Sum Diversification Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan
 | Konferenzbeitrag Conference Paper
 | 
| 2020 | Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds Trabold, Daniel
 | Dissertation Doctoral Thesis
 |