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Intra-Cuboid Expansion

  • Combine other cells’ data into own to “boost” confidence
    • If share semantic and cube similarity
    • Use only if necessary
    • Bigger sample size will decrease confidence interval
  • Cell segment similarity
    • Some dimensions are clear: Age
    • Some are fuzzy: Occupation
    • May need domain knowledge
  • Cell value similarity
    • How to determine if two cells’ samples come from the same population?
    • Two-sample t-test (confidence-based)

Speaker notes:

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