116 citations · 116 across the 1 of their papers we have counts for
3 papers
Dataset Discovery in Data Lakes
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton +1
Data analytics stands to benefit from the increasing availability of datasets that are held without their conceptual relationships being explicitly known. When collected, these dat…
Cost-effective Variational Active Entity Resolution
Alex Bogatu, Norman W. Paton, Mark Douthwaite +2
Accurately identifying different representations of the same real-world entity is an integral part of data cleaning and many methods have been proposed to accomplish it. The challe…
Data Context Informed Data Wrangling
Martin Koehler, Alex Bogatu, Cristina Civili +6
The process of preparing potentially large and complex data sets for further analysis or manual examination is often called data wrangling. In classical warehousing environments, t…