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Publikationen

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  1. Lauren Paul; Christina Plump; Bernhard J. Berger; Rolf Drechsler

    Can Explainability Metrics Improve Genetic Programming? Lessons from 2048

    In: The Genetic and Evolutionary Computation Conference (GECCO Companion). Genetic and Evolutionary Computation Conference (GECCO-2026), July 13-17, San José, Costa Rica, 2026.

  2. Lauren Paul; Sebastian Hübner; Christina Plump; Bernhard J. Berger; Rolf Drechsler

    A Comparison of Repositioning and Scheduling Algorithms for the Ride-Hailing Problem

    In: 49th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2026), August 11-14, Bremen, Germany, 2026.

  3. Shashank Mishra; Karan Sanjay Patil; Cedric Schockaert; Didier Stricker; Jason Raphael Rambach

    Conditional Attribution for Root Cause Analysis in Time-Series Anomaly Detection

    In: Springer Nature (Hrsg.). Proceedings of. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2026), located at ECML PKDD, September 7-11, Naples, Italy, Springer Nature Switzerland AG, Cham, Switzerland, 9/2026.

  4. Seifeldin Zeidan; Shashank Mishra; Jason Raphael Rambach; Mohammed A.-Megeed Salem

    Generalized VLM-Based In-Car Violence Detection Leveraging Synthetic Data

    In: Proceedings of the 6th International Telecommunications Conference (ITC-Egypt 2026). International Telecommunications Conference (ITC-Egypt-2026), July 27-30, Cairo, Egypt, IEEE, Piscataway, New Jersey, USA, 7/2026.

  5. Alexander Michael Rombach; Nijat Mehdiyev

    Beyond Accuracy: Understanding Model Confidence in Key Information Extraction with Conformal Prediction

    In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 29, No. 2, Pages 551-563, Springer, 6/2026.

  6. Bernhard J. Berger; Christina Plump; Rolf Drechsler

    Ride-Sharing Simulation for Optimisation

    In: The Genetic and Evolutionary Computation Conference (GECCO Companion). Genetic and Evolutionary Computation Conference (GECCO-2026), July 13-17, San José, Costa Rica, 2026.

  7. Nils Leusmann; Christina Plump; Bernhard J. Berger; Rolf Drechsler

    Enhancing Surrogate Model Usability for Optimisation Experts through Extended ML Support in EvoAl

    In: The Genetic and Evolutionary Computation Conference (GECCO Companion). Genetic and Evolutionary Computation Conference (GECCO-2026), July 13-17, San José, Costa Rica, 2026.

  8. Huy M. Le; Ba Dat Nguyen; Ngan T. T. Vo; Tuan D. Q. Nguyen; Nguyen Binh Le; Ho Minh Duy Nguyen; Daniel Sonntag; Lizi Liao; Binh T. Nguyen

    Reinforce Trustworthiness in Multimodal Emotional Support System

    In: The 40th Annual AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2026), January 20-27, Singapore, AAAI Press, 2026.

  9. Muhammad Saif Ullah Khan; Didier Stricker

    PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit

    In: Proceedings of the Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2026), March 6-10, Tucson, AZ, USA, IEEE, 2/2026.

  10. Lasse Hohmeyer; Mihaela Popescu; Ivan Bergonzani; Dennis Mronga; Frank Kirchner

    InEKFormer: A Hybrid State Estimator for Humanoid Robots

    In: Proceedings of IEEE International Conference on Advanced Robotics (ICAR). International Conference On Advanced Robotics (ICAR-2025), December 2-5, San Juan, Argentina, Pages 833-840, IEEE, 1/2026.

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