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By Petros Xanthopoulos, Panos M. Pardalos, Theodore B. Trafalis. Data uncertainty is a concept closely related with most real life applications that involve data collection and interpretation. This brief contains an overview of the rapidly growing field of robust data mining research field and presents the most well known machine learning algorithms, their robust counterpart formulations and algorithms for attacking these problems.
When you click on links to various merchants on this site and make a purchase, this can result in this site earning a commission. Affiliate programs and affiliations include, but are not limited to, the eBay Partner Network.