2 papers
cs.DB2022
AI Assistants: A Framework for Semi-Automated Data Wrangling
Tomas Petricek, Gerrit J. J. van den Burg, Alfredo Nazábal +3
Data wrangling tasks such as obtaining and linking data from various sources, transforming data formats, and correcting erroneous records, can constitute up to 80% of typical data…
cs.LG2019
ptype: Probabilistic Type Inference
Taha Ceritli, Christopher K. I. Williams, James Geddes
Type inference refers to the task of inferring the data type of a given column of data. Current approaches often fail when data contains missing data and anomalies, which are found…