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Jahr: 2023
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  1. Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

    Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting

    In: Springer (Hrsg.). Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. International Conference on …

  2. Muhammad Ali Chattha; Ludger van Elst; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

    DeepLSF: Fusing Knowledge and Data for Time Series Forecasting

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. NA, Page NA, IEEE, 2023.

  3. Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert

    LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

    In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

  4. Anna Lea Reinwarth; Tanja Schneeberger; Fabrizio Nunnari; Patrick Gebhard; Uwe Altmann; Janet Weßler

    Look What I Made It Do - The ModelIT Method for Manually Modeling Nonverbal Behavior of Socially Interactive Agents

    In: Companion Publication of the 25th International Conference on Multimodal Interaction. Generation and Evaluation of Non-verbal Behaviour for …

  5. Jan Christoph Krause; Naeem Iqbal; Mark Niemeyer; Benedikt Thy; Lutz Plagge; Hannes Hollmeier; Arno Ruckelshausen; Sebastian Röttgermann; Alexander Tauber; Jens Herbers; Stefan Menke; Joachim Hertzberg

    AI-TEST-FIELD – A Test Environment for the Automated Evaluation of Methods for Robust and Reliable Environment Perception

    In: LAND.TECHNIK AgEng 2023. International Conference Agricultural Engineering (LAND.TECHNIK-2023), 80th International Conference on Agricultural …

  6. Andreas Emrich; Janaki Viswanathan; Michael Frey; Peter Fettke; Peter Loos

    AI-driven Knee Posture Detection in Cycle Training using IMUs

    In: Theresa Züger; Hadi Asghari (Hrsg.). AI Systems for the Public Interest. AI Systems for the Public Interest, located at 46th German Conference on …

  7. Dhruv Aditya Mittal; Hymalai Bello; Bo Zhou; Mayank Shekhar Jha; Sungho Suh; Paul Lukowicz

    Two-Stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries

    In: IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. Annual Conference of the IEEE Industrial Electronics Society …

  8. Michael Grohs; Peter Pfeiffer; Jana-Rebecca Rehse

    Business Process Deviation Prediction: Predicting Non-Conforming Process Behavior

    In: 2023 5th International Conference on Process Mining (ICPM). International Conference on Process Mining (ICPM-2023), Pages 113-120, IEEE, 2023.

  9. Vassilios Yfantis; Alexander Babskiy; Bastian Dörig; Thorsten Winterer; Achim Wagner; Martin Ruskowski

    Evolutionary Algorithm-based Optimal Parametrization of Multi-objective Mixed-integer Linear Programming Scheduling Models

    In: IFAC-PapersOnLine, Vol. 56, No. 2, Pages 5382-5387, Elsevier, 2023.

  10. William Motsch; Vassilios Yfantis; Achim Wagner; Martin Ruskowski

    Utilizing Extensive-Form Games for Energy-aware Production Plan Adaptation in Modular Skill-based Production Systems

    In: IFAC-PapersOnLine, Vol. 56, No. 2, Pages 2969-2975, Elsevier, 2023.

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