Publications

2023

• An Empirical Study on the Robustness of Active Learning for Biomedical Image Classification Under Model Transfer ScenariosJanusko, T., Gonsior, J. & Thiele, M., 2023, New Trends in Database and Information Systems - ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Proceedings. Abelló, A., Romero, O., Vassiliadis, P., Wrembel, R., Bugiotti, F., Gamper, J., Vargas Solar, G. & Zumpano, E. (eds.). Springer Science and Business Media B.V., p. 336-347, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• 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
• Datenbanksysteme für Business, Technologie und Web (BTW 2023): 06.-10. März 2023 in Dresden, DeutschlandKönig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G., 2023, Bonn: Gesellschaft für Informatik eVElectronic (full-text) versionResearch output: Book/Report/Anthology > Conference proceeding
• 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
• Optimizing Analytical Query Processing on Disaggregated HardwareGeyer, A. & Lehner, W., 2023, EDBT/ICDT 2023 Workshops: Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference. Fletcher, G. & Kantere, V. (eds.).Vol. 3379. 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Pipeline Group Optimization on Disaggregated SystemsGeyer, A., Krause, A., Habich, D. & Lehner, W., 2023Electronic (full-text) versionResearch output: Contribution to conferences > Paper
• 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