Work

Leveraging multi-level correlations for imputing monitoring data in water supply systems using graph signal sampling theory

Year: 2024

Type: article

Abstract: even when the proportion of missing values reaches 80 %. These results demonstrate that GDI ensures a more streamlined and efficient imputation with high robustness and accuracy.

Source: Water Research X

DOI: 10.1016/j.wroa.2024.100274

Authors: Xiao Zhou, Yacan Man, Shuming Liu, Juan Zhang, Rui Yuan, Wei Wang, Kuizu Su

Institutions: Hefei University of Technology, Tsinghua University

Language: English

Topic: Water Systems and Optimization

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Clean water and sanitation

Open Access status: gold

Estimated APC paid: $2,690

Funders: National Natural Science Foundation of China, Hefei University, Hefei University of Technology, Natural Science Foundation of Anhui Province, Fundamental Research Funds for the Central Universities

Awards: G1561176185, G5042134338, G8835613840

OpenAlex ID: W4404171141

FWCI: 1.183

Cites: 32

Cited by: 7

Related to: 10