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Properties of Proposed Method

  • Partitions the data vertically
  • Reduces high-dimensional cube into a set of lower dimensional cubes
  • Online re-construction of original high-dimensional space
  • Lossless reduction
  • Offers tradeoffs between the amount of pre-processing and the speed of online computation

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