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Unsupervised Approaches to Finding Outliers in Caption-Represented Images

Both supervised and unsupervised machine learning algorithms are often based on regression to the mean. However, the mean can easily be biased by unevenly distributed data, i.e., outlier records. Batch normalization methods address this problem to some extent, but they also influence the data. In te...

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Principais autores: Jakub Zaprzałka, Magdalena Topczewska
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-06-01
Serier:Entropy
Fag:
unsupervised learning
data visualization
outliers
multidimensional scaling
agglomerative clustering
Online adgang:https://www.mdpi.com/1099-4300/27/7/661
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