Smart Service Engineering

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1. Leon Tadayon; Dominic Detering; Wolfgang Maaß; Georg Frey

   The impact of electricity price forecasting on the optimal day-ahead dispatch of battery energy storage systems

   In: Neis 2025 - Conference on Sustainable Energy Supply and Energy Storage Systems. Conference on Sustainable Energy Supply and Energy Storage Systems (NEIS-2025), September 15-16, Hamburg, Germany, 2025.

2. Fabian Roth; Dominik K. Klein; Maximilian Kannapinn; Jan Peters; Oliver Weeger

   Stable Port-Hamiltonian Neural Networks

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.02480, Pages 1-15, arXiv, 2025.

3. 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.

4. 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.

5. 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.

6. 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.

7. 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.

8. 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.

9. Sabine Janzen; Hannah Stein

   Beyond One-Fits-All: A Case Study Approach to AI System Design Methods

   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.

10. Wolfgang Maaß; Ankit Agrawal; Alessandro Ciani; Sven Danz; Alejandro Delgadillo; Philipp Ganser; Pascal Kienast; Marco Kulig; Valentina König; Nil Rodellas-Gràcia; Rivan Rughubar; Stefan Schröder; Marc Stautner; Hannah Stein; Tobias Stollenwerk; Daniel Zeuch; Frank K. Wilhelm

    QUASIM: Quantum Computing Enhanced Service Ecosystem for Simulation in Manufacturing

    In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 38, Pages 1-10, Springer, 10/2024.

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