Publikationen

Jan Christoph Krause; Sebastian Röttgermann; Naeem Iqbal; Matthias Müter; Dominik Nieberg; Jaron Martinez; Mark Niemeyer; André Berghaus; Stefan Menke; Jens Herbers; Michael Kreyenhagen; Stefan Stiene; Arno Ruckelshausen; Joachim Hertzberg

AI-TEST-FIELD - A Concept for Industrial-Grade Development of Semantic Environment Perception

In: Workshop on Agricultural Robotics and Automation. European Conference on Mobile Robots (ECMR-2021), ECMR 2021 Workshop on Agricultural Robotics …

Wiebke Brinkmann; Marko Jankovic; Jeremi Gancet; Pierre Letier; Joerg Kreisel; Thomas A. Schervan; Isabel Soto; Javier Vinals; Björn Ordoubadian; Annelies Ampe; Torsten Vogel; Marc Manz; Stephane Estable

Preliminary definition of a Standard Interconnect Benchmark for On-Orbit Servicing Demonstrator

STARDUST-R GLOBAL VIRTUAL WORKSHOP II Space Traffic Management and Resilient Space Environment, 9/2021.

Sungho Suh; Haebom Lee; Paul Lukowicz; Yong Oh Lee

CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems

In: Neural Networks, Vol. 133, Pages 69-86, Elsevier, 1/2021.

Anton Smerdov; Andre Somov; Evgeny Burnaev; Bo Zhou; Paul Lukowicz

Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning

In: IEEE Internet of Things Journal (IoT), Pages 1-1, IEEE, 4/2021.

Rajarshi Biswas; Michael Barz; Mareike Hartmann; Daniel Sonntag

Improving German Image Captions using Machine Translation and Transfer Learning

In: Luis Espinosa-Anke; Carlos Martin-Vide; Irena Spasic (Hrsg.). Statistical Language and Speech Processing SLSP 2021. International Conference on …

Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag

Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks

In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …

Fabrizio Nunnari; Md Abdul Kadir; Daniel Sonntag

On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images

In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …

Mattis Hartwig; Tanya Braun; Ralf Möller

Handling Overlaps When Lifting Gaussian Bayesian Networks

In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). International Joint Conference on Artificial …

Christina Di Valentin

Process-Driven Business Model Analysis and Adaptation: Reference Model for the Software Industry

Wirtschaftsinformatik - Theorie und Anwendung, Vol. 35, ISBN 978-3-8325-5311-1, Logos, Berlin, 2021.

Dima Panfilenko

Viewpoint-based Flexible Information System Architectures. Procedure and Reference Engineering Models, Recommendation-based Model Transformations and Impact Analyses

Wirtschaftsinformatik - Theorie und Anwendung, Vol. 34, ISBN 978-3-8325-5240-4, Logos, Berlin, 2021.