Multimodal anomaly detection based on multi-kernel fuzzy rough sets

doi:10.1016/j.inffus.2026.104798

2026-09-17

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DOI：10.1016/j.inffus.2026.104798

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摘要

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• 提出了一种多核FRS模型用于多模态异常检测。 • 将模态特定的核融合形成统一的模糊粒结构。 • 设计了一种粒异常评分机制用于离群点识别。

Keyword:

Multimodal anomaly detection

Multi-kernel fuzzy rough sets

Fuzzy granulation

Fuzzy approximation

Multi-kernel fusion

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Information Fusion

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15.5

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4.3K

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2.7W

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sichuan university

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12.1W

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Shijiazhuang Tiedao University

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Hebei Normal University

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