Online Outlier Exploration Over Large Datasets
Lei Cao, Mingrui Wei, Di Yang, Elke Angelika Rundensteiner · 2015
Traditional outlier detection systems process each individual outlier detection request instantiated with a particular parameter setting one at a time. This is not only prohibitively time-consuming for large datasets, but also tedious for analysts as they explore the data to hone in on the appropriate parameter setting and desired results.