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Data Analysis

← Back to Domain-Specific Abstractions by Domain

3 domain-specific abstractions whose origin domain is Data Analysis.

  • Complete-linkage clustering — Build an agglomerative hierarchy by defining intercluster distance as the farthest cross-cluster pair and repeatedly merging the pair with the smallest such maximum.
  • Fractal analysis — A family of methods that estimates scale-dependent self-similarity, dimension, lacunarity or multifractal structure from geometric, temporal or spatial data while testing finite-range and sampling limitations.
  • Medoid — An observed member of a dataset or cluster minimizing total dissimilarity to the other members, used as a robust representative when an arithmetic centroid is unavailable or inappropriate.