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What is Outlier Detection with ILGNI Network about?

The document presents a novel unsupervised outlier detection algorithm called the Incomplete Local and Global Neighborhood Information (ILGNI) network, which effectively addresses challenges posed by incomplete mixed data. The proposed method enhances outlier detection performance by utilizing both local and global information while employing unsupervised attribute reduction to improve data quality. Experimental results demonstrate that the ILGNI model outperforms existing methods in terms of efficiency and

Author

a.zarekar77

Language

EN