Hierarchical Cluster Analysis (HCA)

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• Hierarchical Clustering; Agglomerative (HAC) & Divisive (HDC)
• Hierarchical Temporal Memory (HTM)
• Capabilities
• ...find outliers

1. Identify clusters (items) with closest distance
2. Join them to new clusters
3. Compute distance between clusters (items)
4. Return to step 1