On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study - Campos, Guilherme O.; Zimek, Arthur; Sander, Jörg; Campello, Ricardo J. G. B.; Micenková, Barbora; Schubert, Erich; Assent, Ira; Houle, Michael E. (Data mining and knowledge discovery, 2016)
Keywords: Algorithms; Artificial Intelligence; Benchmarking; Chemistry and Earth Sciences; Computer Science; Constants; Data analysis; Data mining; Data Mining and Knowledge Discovery; Datasets; Information Storage and Retrieval; Outliers (statistics); Physics; Semantics; Statistics for Engineering; Tasks; Datasets; Evaluation; Unsupervised outlier detection; Measures