An Unsupervised Approach for Combining Scores of Outlier Detection Techniques, Based on Similarity Measures

Author:

Pasillas-Díaz José Ramón,Ratté Sylvie

Publisher

Elsevier BV

Subject

General Computer Science,Theoretical Computer Science

Reference32 articles.

1. Outlier Analysis;Aggarwal,2013

2. V. Barnett, T. Lewis, vol. 3, Wiley, New York, 1994.

3. The use of the area under the roc curve in the evaluation of machine learning algorithms;Bradley;Pattern recognition,1997

4. Lof: identifying density-based local outliers;Breunig;SIGMOD Rec.,2000

5. On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study;Campos;Data Mining and Knowledge Discovery,2015

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