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3FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms
N. Lässig, O. Nies, and M. Herschel. Proceedings of the International Conference on Data Engineering (ICDE), (2024)
2 years ago by @m.herschel
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4FALCC: Efficiently performing locally fair and accurate classifications
N. Lässig, and M. Herschel. (2024)
2 years ago by @m.herschel
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3Progressive Entity Resolution over Incremental Data
L. Gazzarri, and M. Herschel. International Conference on Extending Database Technology (EDBT), page 80--91. (2023)
4 years ago by @m.herschel
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3The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry
N. Lässig, M. Herschel, A. Reichle, C. Ellwein, and A. Verl. Intelligent Information Systems - Forum, International Conference on Advanced Information Systems Engineering (CAiSE), page 45--54. (2022)
4 years ago by @m.herschel
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4Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles
N. Lässig, S. Oppold, and M. Herschel. Datenbank-Spektrum, 22 (1): 23 - 43 (2022)
4 years ago by @m.herschel
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2Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb
R. Diestelkamper, S. Lee, B. Glavic, and M. Herschel. Proceedings of the VLDB Endowment (PVLDB), (2021)
5 years ago by @m.herschel
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6Integrative data processing for cyber-physical off-site and on-site construction promoting co-design
C. Ellwein, A. Reichle, M. Herschel, and A. Verl. Procedia CIRP, (2021)31st CIRP Design Conference 2021 (CIRP Design 2021).
5 years ago by @m.herschel
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2Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles
N. Lässig, S. Oppold, and M. Herschel. In Proceedings of Database Systems for Business, Technology, and Web (BTW), (2021)
5 years ago by @m.herschel
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4End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data
L. Gazzarri, and M. Herschel. Proceedings of the IEEE International Conference on Data Engineering (ICDE), (2021)
6 years ago by @m.herschel
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4Capturing and Querying Structural Provenance in Spark with Pebble
R. Diestelkämper, and M. Herschel. In ACM International Conference on Management of Data (SIGMOD), page 1893-1896. (2019)
6 years ago by @m.herschel
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3FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms

4FALCC: Efficiently performing locally fair and accurate classifications

3Progressive Entity Resolution over Incremental Data

3The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry

4Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles

2Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb

6Integrative data processing for cyber-physical off-site and on-site construction promoting co-design

2Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles

4End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data

4Capturing and Querying Structural Provenance in Spark with Pebble

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