Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles
Lässig, Nico, Oppold, Sarah, Herschel, Melanie
Published in Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V (2022)
Published in Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V (2022)
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Journal Article
Research Data Management in Simulation Science: Infrastructure, Tools, and Applications
Flemisch, Bernd, Hermann, Sibylle, Herschel, Melanie, Pflüger, Dirk, Pleiss, Jürgen, Range, Jan, Roy, Sarbani, Takamoto, Makoto, Uekermann, Benjamin
Published in Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V (2024)
Published in Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V (2024)
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Journal Article
End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data
Gazzarri, Leonardo, Herschel, Melanie
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
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Conference Proceeding
A survey on provenance: What for? What form? What from?
Herschel, Melanie, Diestelkämper, Ralf, Ben Lahmar, Houssem
Published in The VLDB journal (01.12.2017)
Published in The VLDB journal (01.12.2017)
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Journal Article
Towards task-based parallelization for entity resolution
Gazzarri, Leonardo, Herschel, Melanie
Published in Software-intensive cyber-physical systems (01.08.2020)
Published in Software-intensive cyber-physical systems (01.08.2020)
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Journal Article
Experiences of pregnancy and perinatal healthcare access of women who are deaf: a qualitative study
Panko, Tiffany L., Cuculick, Jess, Albert, Sasha, Smith, Lauren D., Cooley, Margarita M., Herschel, Melanie, Mitra, Monika, McKee, Michael
Published in BJOG : an international journal of obstetrics and gynaecology (01.04.2023)
Published in BJOG : an international journal of obstetrics and gynaecology (01.04.2023)
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Journal Article
Deaf women’s experiences of pregnancy and perinatal healthcare access: A qualitative study
Panko, Tiffany L., Cuculick, Jess, Albert, Sasha, Smith, Lauren D., Cooley, Margarita M., Herschel, Melanie, Mitra, Monika, McKee, Michael
Published in BJOG : an international journal of obstetrics and gynaecology (04.10.2022)
Published in BJOG : an international journal of obstetrics and gynaecology (04.10.2022)
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Journal Article
AI for AEC: KI für Bauplanung und Bau
Wortmann, Thomas, Herschel, Melanie, Staab, Steffen, Tarín, Cristina
Published in Die Bautechnik (01.10.2022)
Published in Die Bautechnik (01.10.2022)
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Journal Article
Scalable Iterative Graph Duplicate Detection
Herschel, M., Naumann, F., Szott, S., Taubert, M.
Published in IEEE transactions on knowledge and data engineering (01.11.2012)
Published in IEEE transactions on knowledge and data engineering (01.11.2012)
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Journal Article
Volume-based large dynamic graph analysis supported by evolution provenance
Bruder, Valentin, Ben Lahmar, Houssem, Hlawatsch, Marcel, Frey, Steffen, Burch, Michael, Weiskopf, Daniel, Herschel, Melanie, Ertl, Thomas
Published in Multimedia tools and applications (01.12.2019)
Published in Multimedia tools and applications (01.12.2019)
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Journal Article
Efficient and Effective Duplicate Detection in Hierarchical Data
Leitão, L., Calado, P., Herschel, M.
Published in IEEE transactions on knowledge and data engineering (01.05.2013)
Published in IEEE transactions on knowledge and data engineering (01.05.2013)
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Journal Article
Provenance for Entity Resolution
Oppold, Sarah, Herschel, Melanie
Published in Provenance and Annotation of Data and Processes (2018)
Published in Provenance and Annotation of Data and Processes (2018)
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Book Chapter
AI for AEC: KI für Bauplanung und Bau
Wortmann, Thomas, Herschel, Melanie, Staab, Steffen, Tarín, Cristina
Published in Die Bautechnik (01.10.2022)
Published in Die Bautechnik (01.10.2022)
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Journal Article
FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms
Lassig, Nico, Herschel, Melanie, Nies, Ole
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
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Conference Proceeding