Publications

Nico Lässig, Ole Nies, und Melanie Herschel. FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms. Proceedings of the International Conference on Data Engineering (ICDE), 2024. [PUMA: myown intcdc peer rp9-2 peerReviewed ipvs-de accountability]

Nico Lässig, und Melanie Herschel. FALCC: Efficiently performing locally fair and accurate classifications. International Conference on Extending Database Technology (EDBT), OpenProceedings, 2024. [PUMA: myown intcdc peer rp9-2 peerReviewed ipvs-de accountability] URL

Leonardo Gazzarri, und Melanie Herschel. Progressive Entity Resolution over Incremental Data. International Conference on Extending Database Technology (EDBT), 80--91, 2023. [PUMA: intcdc entity-resolution peer rp9-2 ipvs-de] URL

Nico Lässig, Melanie Herschel, Alexander Reichle, Carsten Ellwein, und Alexander Verl. The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry. Intelligent Information Systems - Forum, International Conference on Advanced Information Systems Engineering (CAiSE), 45--54, 2022. [PUMA: intcdc peer ipvs-de rp9] URL

Nico Lässig, Sarah Oppold, und Melanie Herschel. Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles. Datenbank-Spektrum, (22)1:23 - 43, 2022. [PUMA: intcdc peer ipvs-de rp9 accountability] URL

Ralf Diestelkamper, Seokki Lee, Boris Glavic, und Melanie Herschel. Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb. Proceedings of the VLDB Endowment (PVLDB), 2021. [PUMA: pebble why-not peer ipvs-de rp9] URL

Carsten Ellwein, Alexander Reichle, Melanie Herschel, und Alexander Verl. Integrative data processing for cyber-physical off-site and on-site construction promoting co-design. Procedia CIRP, (100):451-456, Elsevier BV, 2021. [PUMA: peer ipvs-de rp9] URL

Nico Lässig, Sarah Oppold, und Melanie Herschel. Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles. In Proceedings of Database Systems for Business, Technology, and Web (BTW), 2021. [PUMA: intcdc peer ipvs-de rp9 accountability] URL

Leonardo Gazzarri, und Melanie Herschel. End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. Proceedings of the IEEE International Conference on Data Engineering (ICDE), 2021. [PUMA: entity-resolution peer ipvs-de rp9] URL

Ralf Diestelkämper, und Melanie Herschel. Capturing and Querying Structural Provenance in Spark with Pebble. In ACM International Conference on Management of Data (SIGMOD), 1893-1896, 2019. [PUMA: pebble peer d03 ipvs-de trr161 rp9] URL