Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
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 |
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan; Kister, Alexander |
Paper
|
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
|
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 |
Zur Systematischen Bewertung der Vertrauenswürdigkeit von KI-Systemen
Poretschkin, Maximilian; Mock, Michael; 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
|
2020 |
Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horvath, Tamas; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article
|
2020 |
HOPS: Probabilistic Subtree Mining for Small and Large Graphs
Welke, Pascal; Seiffahrt, Florian; Kamp, 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 |
Zertifizierung von KI-Systemen
Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian |
Studie Study
|
2020 |
Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan |
Konferenzbeitrag Conference Paper
|
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 |
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
|