Relational data imputation with quality guarantee

DOI10.1016/j.ins.2018.07.017zbMath1441.68222OpenAlexW2811882588MaRDI QIDQ2200543

Lei Chen, Zhanhuai Li, Fengfeng Fan, Qun Chen

Publication date: 22 September 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2018.07.017

zbMATH Keywords

data cleaningmissing data imputationgeneralized feature dependencyquality guarantee

Mathematics Subject Classification ID

Database theory (68P15) Missing data (62D10) Computational aspects of data analysis and big data (68T09)

Uses Software

• RegEM
• Scikit
• missForest

Cites Work

• Unnamed Item
• Unnamed Item
• Data quality. Concepts, methodologies and techniques.
• Optimizing skyline queries over incomplete data
• \(k\)-dominant skyline queries on incomplete data
• On rule acquisition in incomplete multi-scale decision tables

This page was built for publication: Relational data imputation with quality guarantee