Articles with "ball density" as a keyword



Identifying Outliers via Local Granular-Ball Density

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Published in 2025 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2025.3578074

Abstract: Existing density-based outlier detection methods process data at the single-granularity level of individual samples, requiring pairwise distance calculations between all samples and exhibiting high sensitivity to noise. The single-granularity-based processing paradigm fails to mine the… read more here.

Keywords: ball density; local granular; granularity; granular ball ... See more keywords