Optimal Starting Parameters for Unsupervised Data Clustering and Cleaning in the Data Washing Machine. - Kris E. Anderson; John R. Talburt; Nicholas K. A. Hagan; Timothy J. Zimmerman; Deasia Hagan (FTC (2), 2023)

SparkDWM: a scalable design of a Data Washing Machine using Apache Spark. - Nicholas K. A. Hagan; John R. Talburt (Frontiers Big Data, 2024)

A scalable MapReduce-based design of an unsupervised entity resolution system. - Nicholas K. A. Hagan; John R. Talburt; Kris E. Anderson; Deasia Hagan (Frontiers Big Data, 2024)