Publications

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Desiree Heim; Christian Jilek; Heiko Maus; Andreas Dengel
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants
In: Pascal Reuss; Viktor Eisenstadt; Jakob Schönborn; Jero Schäfer (Hrsg.). Lernen, Wissen, Daten, Analysen 2022. GI-Workshop-Tage "Lernen, Wissen, …
A. S. Khachaturian; Andreas Dengel; V. Dočkal; P. Hroboň; M. Tolar
Accelerating Innovations for Enhanced Brain Health. Can Artificial Intelligence Advance New Pathways for Drug Discovery for Alzheimer’s and other Neurodegenerative Disorders?
In: The Journal of Prevention of Alzheimer's Disease (JPAD), Vol. 10, No. 1, Pages 1-4, Editorial initiative of the Clinical Trials on Alzheimer's …
Johannes Bayer; Amit Kumar Roy; Andreas Dengel
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images
In: International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods …
Amin E. Bakhshipour; Alireza Koochali; Ulrich Dittmer; Ali Haghighi; Sheraz Ahmed; Andreas Dengel
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction
In: WDSA - CCWI - Proceedings Book. International Joint Conference on Water Distribution Systems Analysis & Computing and Control in the Water …
Fatemeh Azimi; Federico Raue; Joern Hees; Andreas Dengel
Rethinking RNN-Based Video Object Segmentation
In: Computer Vision, Imaging and Computer Graphics Theory and Applications: 16th International Joint Conference, VISIGRAPP 2021. International Joint …
Pervaiz Iqbal Khan; Andreas Dengel; Sheraz Ahmed
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation
In: ICAART. International Conference on Agents and Artificial Intelligence (ICAART-2023), February 22-24, Lisbon, Portugal, SCITEPRESS, 2023.
Dayananda Herurkar; Timur Sattarov; Jörn Hees; Sebastian Palacio; Federico Raue; Andreas Dengel
Cross-Domain Transformation for Outlier Detection on Tabular Datasets
In: IJCNN 2023 : International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2023), located at IJCNN, …
Andreas Dengel
Künstliche Intelligenz und Deep-Learning in der Medizin
In: Ärzteblatt Rheinland-Pfalz, Vol. 05/23, Pages 21-22, Quintessenz Verlags-GmbH, 2023.
Takashi Miyamoto; Marco Stricker; J. Ogishima; Kevin Iselborn; Marlon Nuske; Andreas Dengel
Effect of Terrain Information on Multimodel Deep Learning for Flood Disaster Detection
In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …
Marco Stricker; Takashi Miyamoto; Kevin Iselborn; Marlon Nuske; Andreas Dengel
Fusing Digital Elevation Maps With Satellite Imagery For Flood Mapping
In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …