Publikationen

Seite 1 von 76.

Francisco Mena; Diego Arenas; Andreas Dengel
Missing data as augmentation in the Earth Observation domain: A multi-view learning approach
In: Neurocomputing, Vol. 638, Pages 0-16, Elsevier, 7/2025.
Ankur Bhatt; Ko Watanabe; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru
ABCDE: Appearance-Based Confidence Detection by Evaluating Gaze Behavior Using Deep Learning
In: International Journal of Activity and Behavior Computing, Vol. 2025 1, Pages 1-24, Care XDX Center, Kyushu Institute of Technology, 7/2025.
Sahana Yadnakudige Subramanya; Ko Watanabe; Andreas Dengel; Shoya Ishimaru (Hrsg.)
Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy
Human Computer Interaction International Conferences (HCII-2025), HCI INTERNATIONAL 2025, located at HCII-2025, June 22-27, Gothenburg, Sweden, Springer, 6/2025.
Dominique Mercier; Andreas Dengel; Sheraz Ahmed
FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data
In: ArXiv e-prints (arxiv), Vol. 2506, Pages 1-18, arxiv, 6/2025.
Desiree Heim; Christian Jilek; Adrian Ulges; Andreas Dengel
Towards Synthesizing E-Mail Conversations as Part of Knowledge Work Datasets with Large Language Models
In: Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW-PDWT 2024). International Conference on Knowledge Engineering and Knowledge Management (EKAW-2024), 24th International Conference on Knowledge Engineering and Knowledge Management, November 26-28, Amsterdam, Netherlands, Vol. 3967, CEUR-WS.org, 5/2025.
Miro Miranda Lorenz; Francisco Mena; Andreas Dengel
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks
In: IDA 2025. International Symposium on Intelligent Data Analysis (IDA-2025), May 7-9, Konstanz, Germany, Springer, 5/2025.
Francisco Mena; Dino Ienco; Cássio F. Dantas; Roberto Interdonato; Andreas Dengel
Decision-level Sensor Dropout with Mutual Distillation for classification tasks
In: IEEE Access (IEEE), Vol. 0, Pages 1-14, IEEE, 5/2025.
Francisco Mena; Deepak Kumar Pathak; Hiba Najjar; Cristhian Sanchez; Patrick Helber; Benjamin Bischke; Peter Habelitz; Miro Miranda Lorenz; Jayanth Siddamsetty; Marlon Nuske; Marcela Charfuelan Oliva; Diego Arenas; Michaela Vollmer; Andreas Dengel
Adaptive Fusion of Multi-Modal Remote Sensing data for Optimal Sub-field Crop Yield Prediction
In: Remote Sensing of Environment (RSE), Vol. 318, Pages 0-20, Elsevier, 3/2025.
Mahta Bakhshizadeh; Heiko Maus; Andreas Dengel
Enhancing Entity Recommendation for Personal Information Assistance Using LLM-based Adaptive Relevance Prediction
In: Information Management. International Conference on Information Management (ICIM-2025), 11th, March 28-30, London, United Kingdom, CCIS Series Conference Proceedings, Springer, 3/2025.
Gregor Duwe; Dominique Mercier; Verena Kauth; Kerstin Moench; Vikas Rajashekar; Markus Junker; Andreas Dengel; Axel Haferkamp; Thomas Hoefner
Development of an artificial intelligence-generated, explainable treatment recommendation system for urothelial carcinoma and renal cell carcinoma to support multidisciplinary cancer conferences
In: European Journal of Cancer (EJC), Vol. 220, No. 115367, Pages 1-8, Elsevier Ltd. 3/2025.