Robust path following on rivers using bootstrapped reinforcement learning. Ocean engineering, (298)Elsevier Science B.V., 15.04.2024. [PUMA: FIS_scads topic_engineering yaff]
Plant growth stages and weather index insurance design. Annals of actuarial science, (17)3:438--458, Cambridge University Press, 03.11.2023. [PUMA: FIS_scads topic_engineering yaff]
Addressing maximization bias in reinforcement learning with two-sample testing. Artificial intelligence, (336)Elsevier Science B.V., November 2024. [PUMA: FIS_scads topic_engineering yaff]
Data-driven determination of plant growth stages for improved weather index insurance design. Agricultural Finance Review, Emerald Group Publishing, Bingley, 2024. [PUMA: FIS_scads topic_engineering xack yaff]
Vessel-following model for inland waterways based on deep reinforcement learning. Ocean engineering, (281)Elsevier Science B.V., August 2023. [PUMA: FIS_scads imported topic_engineering yaff]
Spatial–temporal recurrent reinforcement learning for autonomous ships. Neural Networks, (2023)165:634--653, Elsevier Science B.V., 15.06.2023. [PUMA: FIS_scads topic_engineering yaff]
Penalized estimation of hierarchical Archimedean copula. Journal of Multivariate Analysis, (201)Academic Press Inc., 2023. [PUMA: FIS_scads topic_engineering yaff]
Two-step dynamic obstacle avoidance. Knowledge-based systems, (302)Elsevier Science B.V., 25.10.2024. [PUMA: FIS_scads topic_engineering yaff]
2-Level Reinforcement Learning for Ships on Inland Waterways: Path Planning and Following. 25.07.2023. [PUMA: FIS_scads topic_engineering yaff]
Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration. In Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Thomas Bäck, Heike Trautmann, Tea Tusar, und Penousal Machado (Hrsg.), Parallel Problem Solving from Nature – PPSN XVIII, 202--216, Springer, Berlin u. a., 07.09.2024. [PUMA: FIS_scads topic_engineering xack yaff]
Dancing to the State of the Art?: How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem. In Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Thomas Bäck, Heike Trautmann, Tea Tusar, und Penousal Machado (Hrsg.), Parallel Problem Solving from Nature – PPSN XVIII, 100--115, Springer, Berlin u. a., 07.09.2024. [PUMA: FIS_scads topic_engineering xack yaff]
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization. Proceedings of the Genetic and Evolutionary Computation Conference, 1007 -- 1016, Association for Computing Machinery (ACM), United States of America, 14.07.2024. [PUMA: FIS_scads imported topic_engineering yaff]
SetQuence & SetOmic: Deep set transformers for whole genome and exome tumour analysis. BioSystems, (235)Elsevier, Januar 2024. [PUMA: topic_federatedlearn yaff]
NC-Library: Expanding SystemC Capabilities for Nested reConfigurable Hardware Modelling. ACM Transactions on Reconfigurable Technology and Systems, (17)3:1--29, Association for Computing Machinery (ACM), New York, 27.04.2024. [PUMA: FIS_scads imported topic_federatedlearn xack yaff]
The Precise Complexity of Reasoning in ALC with ω-Admissible Concrete Domains. In Laura Giordano, Jean Christoph Jung, und Ana Ozaki (Hrsg.), Proceedings of the 37th International Workshop on Description Logics (DL 2024), (3739)CEUR-WS.org, Juni 2024. [PUMA: FIS_scads imported topic_knowledge xack yaff]
On the Abstract Expressive Power of Description Logics with Concrete Domains. In Ana Ozaki, Carsten Lutz, und Oliver Kutz (Hrsg.), Proceedings of the 36th International Workshop on Description Logics, (3515)CEUR-WS.org, 2023. [PUMA: FIS_scads imported topic_knowledge yaff]
The Abstract Expressive Power of First-Order and Description Logics with Concrete Domains. Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 754--761, Association for Computing Machinery (ACM), New York, United States of America, 2024. [PUMA: FIS_scads imported topic_knowledge xack yaff]
Optimal Repairs in Ontology Engineering as Pseudo-Contractions in Belief Change. Proceedings of the ACM Symposium on Applied Computing, 983--990, Association for Computing Machinery, 27.03.2023. [PUMA: FIS_scads topic_knowledge yaff]
Logics with Concrete Domains: First-Order Properties, Abstract Expressive Power, and (Un)Decidability. ACM SIGAPP Applied Computing Review, (24)3:5–17, Association for Computing Machinery (ACM), New York, 01.10.2024. [PUMA: FIS_scads topic_knowledge xack yaff]
Error-Tolerant Reasoning in ℰℒ w.r.t. Optimal ABox Repairs (Extended Abstract). Proceedings of the 36th International Workshop on Description Logics (DL 2023), Rhodes, Greece, September 2-4, 2023, CEUR-WS.org, 02.09.2023. [PUMA: FIS_scads imported topic_knowledge xack yaff]