Publications

2023

• Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality EstimationMüller, M., Woltmann, L. & Lehner, W., 28 Mar 2023, Proceedings of the 26th International Conference on Extending Database Technology (EDBT 2023). 2 ed., Vol. 26. p. 273-284, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Learned Selection Strategy for Lightweight Integer Compression AlgorithmsWoltmann, L., Damme, P., Hartmann, C., Habich, D. & Lehner, W., 28 Mar 2023, 26th International Conference on Extending Database Technology (EDBT 2023). 3 ed., OpenProceedings.org, Vol. 26. p. 552-564, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• JumpXClass: Explainable AI for Jump Classification in Trampoline SportsWoltmann, L., Ferger, K., Hartmann, C. & Lehner, W., 6 Mar 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 651-656, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Optimizing Query Processing in PostgreSQL Through Learned Optimizer HintsThiessat, J., Woltmann, L., Hartmann, C. & Habich, D., 6 Mar 2023, Datenbanksysteme für Business, Technologie und Web (BTW 2023). Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 1075-1081, 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Partition-based SIMD Processing and its Application to Columnar Database SystemsHildebrandt, J., Pietrzyk, J., Krause, A., Habich, D. & Lehner, W., Mar 2023, In: Datenbank-Spektrum. 23, 1, p. 53-63, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A Study of Early Aggregation in Database Query Processing on FPGAs.Moghaddamfar, M., May, N., Färber, C., Lehner, W. & Kumar, A., 12 Feb 2023, FPGA 2023 - Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays. p. 55-65, 11 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• 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
• 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
• 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