2 papers
cs.LG2025
A Nonlinear Low-rank Representation Model with Convolutional Neural Network for Imputing Water Quality Data
Xin Liao, Bing Yang, Cai Yu
The integrity of Water Quality Data (WQD) is critical in environmental monitoring for scientific decision-making and ecological protection. However, water quality monitoring system…
cs.LG2025
A Causal Convolutional Low-rank Representation Model for Imputation of Water Quality Data
Xin Liao, Bing Yang, Tan Dongli +1
The monitoring of water quality is a crucial part of environmental protection, and a large number of monitors are widely deployed to monitor water quality. Due to unavoidable facto…