Publications

2023

• Comparing and Improving Active Learning Uncertainty Measures for Transformer ModelsGonsior, J., Falkenberg, C., Magino, S., Reusch, A., Hartmann, C., Thiele, M. & Lehner, W., 2023, Advances in Databases and Information Systems - 27th European Conference, ADBIS 2023, Proceedings. Abelló, A., Romero, O., Vassiliadis, P. & Wrembel, R. (eds.). Springer Science and Business Media B.V., p. 119-132, 14 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Improving GPU Matrix Multiplication by Leveraging Bit Level Granularity and CompressionFett, J., Schwarz, C., Kober, U., Habich, D. & Lehner, W., 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 763-772, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Mr-Fosdick at SemEval-2023 Task 5: Comparing Dataset Expansion Techniques for Non-Transformer and Transformer Models: Improving Model Performance through Data AugmentationFalkenberg, C., Schönwälder, E., Rietzke, T., Görner, C. A., Walther, R., Gonsior, J. & Reusch, A., 2023, Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Ojha, A. K., Dogruoz, A. S., Da San Martino, G., Madabushi, H. T., Kumar, R. & Sartori, E. (eds.). Association for Computational Linguistics (ACL), p. 88-93, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• PostBOUND: PostgreSQL with Upper Bound SPJ Query OptimizationBergmann, R., Hertzschuch, A., Hartmann, C., Habich, D. & Lehner, W., 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 283-304, 22 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Sabrina Spellman at SemEval-2023 Task 5: Discover the Shocking Truth Behind this Composite Approach to Clickbait Spoiling!Birkenheuer, S., Drechsel, J., Justen, P., Pöhlmann, J., Gonsior, J. & Reusch, A., 2023, Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). Ojha, A. K., Dogruoz, A. S., Da San Martino, G., Madabushi, H. T., Kumar, R. & Sartori, E. (eds.). Association for Computational Linguistics (ACL), p. 969-977, 9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Vorgehensweise zur Implementation von datenbasierten AssistenzsystemenGröllich, D., Hahmann, M., Ott, G. & Graf-Pfohl, C., 2023, Scientific Reports. Mittweida: Hochschule Mittweida, University of Applied Science, Vol. 1/2023Research output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report

2022

• Sensor-based jump detection and classification with machine learning in trampoline gymnasticsWoltmann, L., Hartmann, C., Lehner, W., Rausch, P. & Ferger, K., 8 Dec 2022, In:  German journal of exercise and sport research : Sportwissenschaft. 53, 2, p. 187-195, 9 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Exercise assessment in trampoline sport by automated jump classificationWoltmann, L., Hartmann, C., Ferger, K. & Lehner, W., 14 Oct 2022, spinfortec2022 : 14. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Accelerating Parallel Operation for Compacting Selected Elements on GPUsFett, J., Kober, U., Schwarz, C., Habich, D. & Lehner, W., 1 Aug 2022, Euro-Par 2022: Parallel Processing - 28th International Conference on Parallel and Distributed Computing, Proceedings. Cano, J. & Trinder, P. (eds.). Springer Science and Business Media B.V., p. 186-200, 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Turbo-charging SPJ query plans with learned physical join operator selectionsHertzschuch, A., Hartmann, C., Habich, D. & Lehner, W., 1 Jul 2022, In: Proceedings of the VLDB Endowment. 15, 11, p. 2706–2718, 13 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article