Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning. - Na Li; Yiyang Qi; Ruyue Xin; Zhiming Zhao (IEEE Big Data, 2023)

Active Learning for Data Quality Control: A Survey. - Na Li; Yiyang Qi; Chaoran Li; Zhiming Zhao (ACM J. Data Inf. Qual., 2024)