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Explainable Distance-Based Outlier Detection in Data Streams

Explaining outliers is a topic that attracts a lot of interest; however existing proposals focus on the identification of the relevant dimensions. We extend this rationale for unsupervised distance-based outlier detection, and through investigating subspaces, we propose a novel labeling of outliers...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Theodoros Toliopoulos, Anastasios Gounaris
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: IEEE 2022-01-01
श्रृंखला:IEEE Access
विषय:
ऑनलाइन पहुंच:https://ieeexplore.ieee.org/document/9766336/
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