Leung has put together a microarray software comparison featuring 13 primary types of software, including programs for data preprocessing, analysis, and annotation.

Y.F. Leung's Functional Genomics by Dooley, Erin E. / Environmental Health Perspectives

To obtain valid and reliable data for discovering trends and patterns in subject fields and research, data preprocessing and cleansing can become very time-consuming and both labor and intellectually intensive.

Discovering Semantic Patterns in Bibliographically Coupled Documents by QIN, JIAN / Library Trends

Teradata ADS Generator can significantly reduce the data preprocessing time by at least 50 percent.

Teradata Warehouse Miner 5.0 to Optimize Advanced Analytics by Business Wire

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