Sotabase

Career

· Full Professor, Technische Universität Berlin2024–2020
· Visiting Academic, Amazon2021–2023
· Member, L3S Research Center2020–2024
· Full Professor, Leibniz Universität Hannover2020–2024
· Senior Researcher, Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)2016–2020
· Assistant Professor, Technische Universität Berlin2016–2020
· Postdoctoral Associate, Massachusetts Institute of Technology (MIT)2014–2016
· Research Associate, Qatar Computing Research Institute2013–2013
· Research Assistant, Hasso Plattner Institute2008–2010
· Teaching Assistant, Hasso Plattner Institute2006–2008

Publications (97)

Profiling relational data: a survey
The VLDB journal · 2015
327
cited
Detecting Data Errors: Where are we and what needs to be done?
Proceedings of the VLDB Endowment · 2016
274
cited
Aurum: A Data Discovery System
IEEE International Conference on Data Engineering · 2018
248
cited
The Data Civilizer System
Conference on Innovative Data Systems Research · 2017
167
cited
Raha: A Configuration-Free Error Detection System
SIGMOD Conference · 2019
161
cited
Data profiling
IEEE International Conference on Data Engineering · 2017
143
cited
Scalable Discovery of Unique Column Combinations
Proceedings of the VLDB Endowment · 2013
98
cited
DFD: Efficient Functional Dependency Discovery
International Conference on Information and Knowledge Management · 2014
83
cited
Baran
Proceedings of the VLDB Endowment · 2020
77
cited
Profiling and mining RDF data with ProLOD++
IEEE International Conference on Data Engineering · 2014
75
cited
DataXFormer: A robust transformation discovery system
IEEE International Conference on Data Engineering · 2016
69
cited
Profiling linked open data with ProLOD
2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010) · 2010
69
cited
From Cleaning before ML to Cleaning for ML
IEEE Data Engineering Bulletin · 2021
58
cited
Temporal Rules Discovery for Web Data Cleaning
Proceedings of the VLDB Endowment · 2015
56
cited
Advancing the discovery of unique column combinations
International Conference on Information and Knowledge Management · 2011
45
cited
ED2: A Case for Active Learning in Error Detection
International Conference on Information and Knowledge Management · 2019
42
cited
Improving RDF Data Through Association Rule Mining
Datenbank-Spektrum · 2013
42
cited
Automated Feature Engineering for Algorithmic Fairness
Proceedings of the VLDB Endowment · 2021
41
cited
Metadata-driven error detection
International Conference on Statistical and Scientific Database Management · 2018
41
cited
Data Cleaning and AutoML: Would an Optimizer Choose to Clean?
Datenbank-Spektrum · 2022
39
cited
Sotabase