research
∙
09/15/2021
A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance
Data cleaning is the initial stage of any machine learning project and i...
share
research
∙
04/05/2020
Learning Over Dirty Data Without Cleaning
Real-world datasets are dirty and contain many errors. Examples of these...
research
∙
11/25/2019
Managing Variability in Relational Databases by VDBMS
Variability inherently exists in databases in various contexts which cre...
research
∙
10/22/2019
Integrating Information About Entities Progressively
Users often have to integrate information about entities from multiple d...
research
∙
10/03/2017
AutoMode: Relational Learning With Less Black Magic
Relational databases are valuable resources for learning novel and inter...
research
∙
03/13/2016
A Signaling Game Approach to Databases Querying and Interaction
As most database users cannot precisely express their information needs,...
research
∙
08/16/2015