Smart Service Engineering

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1. Sabine Janzen; Hannah Stein; Lotfy Abdel Khaliq; Florian Hergert; Wolfgang Maaß

   Designing Decision Support Systems for Rural Mobility Enhancement

   In: Proceedings of the 30th International Conference on Exploring Modeling Methods for Systems Analysis and Development (EMMSAD). International Conference on Exploring Modelling Methods for Systems Analysis and Design (EMMSAD-2025), located at CAiSE 2025, Vienna, Austria, 6/2025.

2. Sabine Janzen; Hannah Stein; Katharina Trinley; Cicy Agnes; Vaibhav Jain; Karan Rajeshkar; Nirav Shenoy; Anika Rusch; Sujatro Ghosh; Wolfgang Maaß

   ESCADE: Energy-efficient Artificial Intelligence for Cost-effective and Sustainable Data Centers

   In: RPEatCAiSE25: Research Projects Exhibition at the International Conference on Advanced Information Systems Engineering, June 16-20, 2025, Vienna, Austria. International Conference on Advanced Information Systems Engineering (CAiSE-2025), 6/2025.

3. Sabine Janzen; Prajvi Saxena; Cicy Agnes; Muhammad Ebad Ullah Khan; Amr Gomaa; Michael Feld; André Zenner; Pascal Lessel; Julian Wolter; Florian Daiber; Rafael Math; Niko Kleer; Tim Schwartz; Antonio Krüger; Wolfgang Maaß

   FEDWELL: Life-Long Federated User and Mental Modeling for Health and Well-being

   In: RPEatCAiSE25: Research Projects Exhibition at the International Conference on Advanced Information Systems Engineering, June 16-20, 2025, Vienna, Austria. International Conference on Advanced Information Systems Engineering (CAiSE-2025), 6/2025.

4. Prajvi Saxena; Sabine Janzen; Wolfgang Maaß

   Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models

   In: 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics. NAACL-HLT Student Research Workshop (NAACL-SRW-2025), 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, located at NAACL-2025, April 29 - May 4, Albuquerque, New Mexico, USA, Association for Computational Linguistics, 5/2025.

5. Prajvi Saxena; Sabine Janzen; Wolfgang Maaß

   Adaptive Knowledge Distillation for Efficient Domain-Specific Language Models.

   In: Women in Machine Learning Workshop (WiML 2024) at NeurIPS. Neural Information Processing Systems (NeurIPS-2024), 19th Women in Machine Learning Workshop (WiML 2024), December 10-15, Vancouver, British Columbia, Canada, Women in Machine Learning Workshop (WiML 2024), 12/2024.

6. Lotfy Abdel Kaliq; Sabine Janzen; Wolfgang Maaß

   Unleashing the Unpredictable: Generating Context-Driven Synthetic Black Swans

   In: Proceedings of Forty-Fifth International Conference on Information Systems. International Conference on Information Systems (ICIS-2024), December 15-18, Bangkok, Thailand, 12/2024.

7. Cicy Agnes; Wolfgang Maaß

   From Stateless to Adaptive: Dynamic Personalization for Conversational Language Models

   In: Women in Machine Learning Workshop (WiML 2024) at NeurIPS. Neural Information Processing Systems (NeurIPS-2024), Thirty-eighth Annual Conference on Neural Information Processing Systems, December 9-15, Vancouver, British Columbia, Canada, Women in Machine Learning Workshop (WiML 2024), 12/2024.

8. Cicy Agnes; Maxx Richard Rahman; Wolfgang Maaß

   Semantic Priming via Knowledge graphs to analyze and treat language model's Honest Lies

   In: International Conference on Information Systems (ICIS) 2024 Conference. International Conference on Information Systems (ICIS-2024), December 15-18, Bangkok, Thailand, AIS eLibrary, 12/2024.

9. Sabine Janzen; Prajvi Saxena; Cicy Agnes; Wolfgang Maaß

   Adaptive AI Systems in Knee Rehabilitation: Integrating Artificial Mental Models for Personalized Patient Support

   In: 13. Jahreskongress der Deutschen Kniegesellschaft. Jahreskongress der Deutschen Kniegesellschaft (DKG-2024), November 8-9, Hamburg, Germany, DKG, 11/2024.

10. Sabine Janzen; Hannah Stein; Sebastian Baer

    GRASPER: Leveraging Knowledge Graphs for Predictive Supply Chain Analytics

    In: Proceedings of International Workshop on AI Services and Applications (AISA’2024) at 43th International Conference on Conceptual Modeling (ER). International Conference on Conceptual Modeling (ER-2024), October 28-31, Pittsburgh, USA, 10/2024.

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