Smart Data & Knowledge Services

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1. 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.

2. 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.

3. Ko Watanabe; Nico Förster; Shoya Ishimaru (Hrsg.)

   SensPS: Sensing Personal Space Comfortable Distance between Human-Human Using Multimodal Sensors

   Human Computer Interaction International Conferences (HCII-2025), Human Computer Interaction International Conferences 2025, located at HCII-2025, June 22-27, Gothia Towers Hotel and Swedish Exhibition & Congress Centre, Gothenburg, Sweden, Springer, 6/2025.

4. 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.

5. 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.

6. Georg Rehm; Leonhard Hennig; Julian Moreno Schneider; Fabio Barth; Markus Schröder; Desiree Heim; Daniel Baldassare; Michael Wetzel; René Pietzsch; Harald Sack; Heike Fliegl; Wolfram Horstmann; Sven Hertling; Diego Collarana; Moritz Busch; Daniel Burkhardt; Alan Akbik; Max Ploner; Robert David; Sabine Mahr

   DIN SPEC 91526: Knowledge Graphs for Language Models and Language Models for Knowledge Graphs - Hybrid Applications of symbolic and subsymbolic AI

   DIN Media GmbH, Berlin, 5/2025.

7. 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.

8. 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.

9. 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.

10. 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.

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