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Cao et al. (2013) clustered 4000 households from the Irish CER dataset over 18 months using K-means, Self-Organizing Maps (SOM), and hierarchical clustering algorithms, utilizing distance calculations based on the 17 most significant Principal Component Analysis (PCA) components.

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