Wissenschaftliche Publikationen

Wagner, F., & Liers, F. (2026). Quantum subroutines in branch-price-and-cut for vehicle routing. In IEEE Transactions on Quantum Engineering.

 

Weisser, A., Öhl, N., Mahlein, A. K., Peters, J., Simon, M., Schmitt-Rüth, S., ... & Heckel, M. (2026). New technology must support, not restrict humaneness: a qualitative interview study on the potential influences of a new digital system on specialist palliative home care. In BMC palliative care, 25(1), 87.

 

Fendt, D., Schuster, T., & Hamper, A. (2026). Towards a smart circular ecosystem in the automotive industry: the role of data and digital technologies. In Journal of Circular Economy, 3(5).

 

Völter, C., Bode, L., Dazert, S., & Kamin, S. T. (2026). Verbal fluency after cochlear implantation: a longitudinal comparison with untreated hearing loss in the ELSA cohort. In Frontiers in Neuroscience, 20, 1854922.

 

Klatt, W. A., Oberländer, K., Markgraf, M., Kamin, S. T., Martin, R., & Völter, C. (2026). Training of sound localization in adult cochlear implant users with single-sided deafness. In GMS Zeitschrift für Audiologie—Audiological Acoustics, 8, Doc14.

 

Völter, C., Bode, L., & Kamin, S. T. (2026). Modeling Cognitive Trajectories in the Long-Term After Cochlear Implantation. In Otology & Neurotology.

 

Yang, Z., Du, Y., Sun, F., Kamin, S. T., & Guo, Y. (2026). Cross-Cultural Adaptation and Validation of the Subjective Technology Adaptivity Inventory (STAI). In The Gerontologist, 66(8), gnag140.

 

Henselmann, D., & Harth, A. (2026, May). Bounded Descriptions for Knowledge Graph Traversal by Language Models. In European Semantic Web Conference (pp. 379-397). Cham: Springer Nature Switzerland.

 

Gollapalli, S. K. S., Dürrbeck, K., Lasker, A., Reich, D., Sk Md, O., & Fischer, R. (2026). Vision-Language Models (VLMs) in GeoAI Systems: Enhancing Brownfield Change Detection through Semantic Reasoning.

Raczok, T., Ivens, S.-N., Seidel, L., & Gehringer, S. (2025). Wildfire Detection and Monitoring: A Drone-Based Approach and Comparative Analysis. In Proceedings of the International ISCRAM Conference, 22.

 

Bednara, M., Braun, K., Kuchlbauer, M., & Sigwarth, C. (2025, May). Accelerating Linear Programming Performance: A Hardware-Software Co-Design Approach for the Simplex Method. In Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (pp. 156-166).

 

Frenkel, J., Kirst, S., Naumann, S., Simon, M., Sessner, J., Roesler, E., ... & Dziobek, I. (2025). Stakeholder acceptance of a robot-assisted social training scenario for autistic children compared to a tablet-computer-based approachScientific Reports15(1), 11237.

 

Freund, M., Dorsch, R., Schmid, S., & Harth, A. (2025). Mapping by Example: Towards an RML Mapping Reverse Engineering Pipeline. In Sixth International Workshop on Knowledge Graph Construction@ ESWC2025.

 

Geissler, F., Stopfer, E., Ufrecht, C., Meyer, N., Scherer, D. D., Wagner, F., ... & Lorenz, J. M. (2025). BenchQC--Scalable and modular benchmarking of industrial quantum computing applicationsarXiv preprint arXiv:2504.11204.

 

Götzer, K., Frechen, H., Kaminwar, S. R., Meier, J., Schatzl, M., Obermeier, L., & Ebert, A. (2025). Demokratisierung von KI–Nutzerfreundliches Machine Learning für die Industrie. In Mensch und Computer 2025-Usability Professionals (pp. 10-18420). Gesellschaft für Informatik eV.

 

Henselmann, D., Dorsch, R., & Harth, A. (2025, June). Impact of Knowledge Graph Representations on Question Answering with Language Models. In International Conference on Advanced Information Systems Engineering (pp. 81-92). Cham: Springer Nature Switzerland.

 

Konopik, J. (2025). Digital Infrastructure in Healthcare: A Business Model Taxonomy for Data Ecosystems.

 

Stopfer, E., & Wagner, F. (2025). Quantum Portfolio Optimization: An Extensive BenchmarkarXiv preprint arXiv:2509.17876.

 

Wagner, F., Ufrecht, C., Braun, M., & Scherer, D. D. (2025). Optimized Circuit Cutting for QAOA Sampling Tasks. In arXiv preprint arXiv:2507.06649.

 

Stritzel, O., Hühnerbein, N., Rauch, S., Zarate, I., Fleischmann, L., Buck, M., ... & Frey, C. (2025). Towards Reproducibility in Predictive Process Mining: SPICE--A Deep Learning Library. In arXiv preprint arXiv:2512.16715.

 

Dyntar, M., Simon, M., Schoeneich, S., Jantsch, H., Baumgärtner, V., Scharfenberg, E., & Wittenberg, T. (2025). Von der Bedarfsanalyse zur Nutzerakzeptanz–ein integrierter Ansatz zur Auswahl und Evaluation unterstützender Technologien in stationären Pflegeeinrichtungen.

 

Simon, M., & Schmitt-Rüth, S. (2025). Digitale Technik trifft Pflegealltag–und stolpert über WLAN und Wirklichkeit.

 

Beck, N. (2025). Neural Networks in Time Series Forecasting: Architectures, Evaluation, and Uncertainty Quantification for Macroeconomics and Commodity Prices. Friedrich-Alexander-Universitaet Erlangen-Nuernberg (Germany).

Dorsch, R., Freund, M., Arevalo, K. M. A., & Harth, A. (2024, November). RetroWoT: A Method to Integrate Brownfield Devices in the Web of Things. In Proceedings of the 14th International Conference on the Internet of Things (pp. 72-80).

 

Dorsch, R., Freund, M., & Harth, A. (2024, November). Analyzing Breaking Changes in IoT Systems: A Taxonomy and Empirical Study on System Stability and Longevity. In Proceedings of the 14th International Conference on the Internet of Things (pp. 194-199).

 

Freund, M., Dorsch, R., Schmid, S., Wehr, T., & Harth, A. (2024, December). Enriching RDF data with LLM based named entity recognition and linking on embedded natural language annotations. In International Knowledge Graph and Semantic Web Conference (pp. 109-122). Cham: Springer Nature Switzerland.

 

Freund, M., Schmid, S., Dorsch, R., & Harth, A. (2024, May). FlexRML: a flexible and memory efficient knowledge graph materializer. In European Semantic Web Conference (pp. 40-56). Cham: Springer Nature Switzerland.

 

Freund, M., Rott, J., Dorsch, R., & Harth, A. (2024, May). FAIR Internet of Things data: enabling process optimization at Munich airport. In European Semantic Web Conference (pp. 147-151). Cham: Springer Nature Switzerland.

 

Hauff, M., Comet, L. M., Moosmann, P., Lange-Bever, C., Chrysakis, I., & Theissen-Lipp, J. (2024). Fairness in dataspaces: The role of semantics for data management. Universitätsbibliothek der RWTH Aachen.

 

Henselmann, D., & Harth, A. (2024). Towards Modeling the Structure of Product Dependencies in Supply Networks to Identify Bottlenecks Among Suppliers.

 

Meckler, S., Dorsch, R., & Filipp, P. (2024, September). Vibration-Based Operating Status Monitoring of a Production Line with Low-Cost IoT Devices. In IFIP International Conference on Advances in Production Management Systems (pp. 428-442). Cham: Springer Nature Switzerland.

 

Morris, L., Leger, R., Newman, M., Burgoyne, J. A., Groves, R., Mangal, N., & Lee, J. H. (2024). HAISP: A Dataset of Human-AI Songwriting Processes From the AI Song Contest. In ISMIR (pp. 397-404).

 

Veres-Homm, U.; Nehm, A.; Waibel, C.; Logix Initiative Logistikimmobilien (Hrsg.) (2024): Logistikimmobilien – Dreh- und Angelpunkte der Supply Chain.

 

Veres-Homm, U.; Nehm, A.; Kille, C.; Waibel, C.; Aurelis Real Estate GmbH (Hrsg.) (2024): Whitepaper: Logistiknachfrage in Deutschland - Perspektive 2025-2028.

 

Veres-Homm, U.; Waibel, C.; Reich, D.; Union Investment; Fraunhofer IIS (Hrsg.) (2024): Standortfaktor Arbeitskräfte: Strukturen, Potentiale & Handlungsfelder für die Logistikimmobilie.

 

Herzog, L. S., Wagner, F., Ufrecht, C., Palackal, L., Plinge, A., Mutschler, C., & Scherer, D. D. (2024). Improving quantum and classical decomposition methods for vehicle routing. arXiv preprint arXiv:2404.05551.

 

Fischer, V., Passek, M., Wagner, F., Finžgar, J. R., Palackal, L., & Mendl, C. B. (2024). Quantum and classical correlations in shrinking algorithms for optimization. arXiv preprint arXiv:2404.17242.

 

 

Aßenmacher, M., Rauch, L., Goschenhofer, J., Stephan, A., Bischl, B., Roth, B., Sick, B. (2023): Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering. In: Proceedings of the 7th Workshop on Interactive Adaptive Learning (Co-Located with ECML-PKDD 2023)

 

Bärmann A., Burlacu R., Hager L., Kutzer K. (2023): An Approximation Algorithm for Optimal Piecewise Linear Interpolations of Bounded Variable Products. In: Journal of Optimization Theory and Applications

 

Bärmann, A., Martin, A., Schneider, O. (2023): The Bipartite Boolean Quadric Polytope with Multiple-Choice Constraints. In: SIAM Journal on Optimization.

 

Bärmann A., Gemander P., Hager L., Nöth F., Schneider O. (2023): EETTlib - Energy-efficient train timetabling library. In: Networks

 

Bärmann A., Gemander P., Martin A. (2023): A Stochastic Optimization Approach to Energy-Efficient Underground Timetabling Under Uncertain Dwell and Running Times. (2023) In: Transportation Science

 

Bärmann A., Gemander P., Merkert M., Wiertz A., Martínez F. (2023): Algorithms for the clique problem with multiple-choice constraints under a series–parallel dependency graph. In: Discrete Applied Mathematics

 

Beer A., Draganov A., Hohma E., Jahn P., Frey C.M.M., Assent I. (2023): Connecting the Dots--Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering. In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

 

Deutel M., Kontes G., Mutschler C., Teich, J. (2023): Augmented Random Search for Multi-Objective Bayesian Optimization of Neural Networks. In: ArXiv preprint

 

Fries, J., Freund, M., & Harth, A. (2023). A Solid Architecture for Machine Data Exchange with Access Control. Proceedings of the 1st Semantic Web on Constrained Things, Hersonissos, Greece, 3412, 74-81.

 

Freund, M., Fries, J., Dorsch, R., Schiller, P., & Harth, A. (2023, November). WoT2Pod: an architecture enabling an edge-to-cloud continuum. In Proceedings of the 13th International Conference on the Internet of Things (pp. 42-49).

 

Freund, M., Fries, J., Wehr, T., & Harth, A. (2023). Generating Visual Programming Blocks based on Semantics in W3C Thing Descriptions. In SWoCoT@ ESWC (pp. 1-15).

 

Gilhuber S., Busch J., Rotthues D., Frey C.M.M., Seidl T. (2023): DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification. In: Machine Learning and Knowledge Discovery in Databases: Research Track: European Conference, ECML PKDD 2023

 

Gilhuber S., Hvingelby R., Fok M.L.A., Seidl T. (2023): How to Overcome Confirmation Bias in Semi-Supervised Image Classification by Active Learning. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases

 

Goschenhofer J., Bischl B., Kira Z. (2023): ConstraintMatch for semi-constrained Clustering. In: International Joint Conference on Neural Networks (IJCNN)

 

Kaminwar, S. R., Goschenhofer, J., Thomas, J., Thon, I., & Bischl, B. (2023). Structured verification of machine learning models in industrial settings.
Big Data, 11(3), 181-198.

 

[149] Kemeter L. M., Hvingelby R., Sierak P., Schön T., Gosswami B. (2023): Towards reducing data acquisition and labeling for defect detection using simulated data. In: Proceedings of the 22th Conference on European Conference on Machine Learning and Principles and Practice of Knowledge Discovery ECML’23

 

[150] Karl F., Pielok T., Moosbauer J., Pfisterer F., Coors S., Binder M., Schneider L., Thomas J., Richter J., Lang M., Garrido-Merchán E. C., Branke J., Bischl B. (2023): Multi-Objective Hyperparameter Optimization in Machine Learning — An Overview. In: ACM Transactions on Evolutionary Learning and Optimization

 

Marzilger R. (2023): Identify Game Tactics in Soccer by Clustering Positional Data. In: Data Science Blog medium.com.

 

Meckler, S., & Harth, A. (2023, October). SPARQL_edit: Editing RDF Literals in Knowledge Graphs via View-Update Translations. In International Semantic Web Conference (pp. 176-193). Cham: Springer Nature Switzerland.

 

Mehringer, J., Frechen, H., Beck, N., Sukowski, F., Stocker, T., Freier, D., & Schäfer, F. (2023). Cast control: AI-based explanations of casting defects linking process and quality inspection data. Combining of Design, Casting, Computer Simulation, Checking and Cyclic Behaviour for Efficient Cast Components, March 6th-8th, 2023, Darmstadt, 145.

 

Meckler, S., Dorsch, R., Henselmann, D., & Harth, A. (2023, April). The web and linked data as a solid foundation for dataspaces. In Companion Proceedings of the ACM Web Conference 2023 (pp. 1440-1446).Freund, M., Fries, J., Dorsch, R., Schiller, P., & Harth, A. (2023, November). WoT2Pod: An Architecture enabling an Edge-to-Cloud Continuum. In Proceedings of the 13th International Conference on the Internet of Things (pp. 42-49).

 

Schneider L., Bischl B., Thomas J. (2023): Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models. In: Proceedings of the Genetic and Evolutionary Computation Conference.

 

Schön T., Gosswami B., Hvingelby R., Suth D., Kemeter L. M., Sierak P. (2023): Automated defect recognition in X-ray projections using neural networks trained on simulated and real-world data. In: Proceedings of the 12th Conference on Industrial Computed Tomograph ICT’23

 

Wagner F., Bärmann A., Liers F., Weissenbäck M. (2023): Improving Quantum Computation by Optimized Qubit Routing. In: Journal of Optimization Theory and Applications

 

Konopik, J. (2023). The impact of digital platforms and ecosystems in healthcare on value creation—a integrative review and research agenda. In: IEEE access, 11, 135811-135819.

Boll, S., Schnell, M., Faisst, W., Mordvinova, O., Pflaum, A., Rabe, M., ... & Zielinski, O. (2022). Mit Künstlicher Intelligenz zu nachhaltigen Geschäftsmodellen: Nachhaltigkeit von, durch und mit KI (Whitepaper).

 

Goschenhofer, J. (2022). Deep semi-supervised learning for time-series classification. In Deep Learning Applications, Volume 4 (pp. 361-384). Singapore: Springer Nature Singapore.

 

Schmitt-Rüth, S., & Simon, M. (2022). Akzeptanzbasierte Bewertungen sozio-ethischer Risikoaspekte in Technikentwicklungsprojekten–Anwendung und Empfehlungen mit dem praxisorientierten Vorgehensmodell HEART. In Faktor Mensch (pp. 133-156). Wiesbaden: Springer Fachmedien Wiesbaden.