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Clustering: Application Examples

  • Biology: taxonomy of living things: kingdom, phylum, class, order, family, genus and species
  • Information retrieval: document clustering
  • Land use: Identification of areas of similar land use in an earth observation database
  • Marketing: Help marketers discover distinct groups in their customer bases, and then use this knowledge to develop targeted marketing programs
  • City-planning: Identifying groups of houses according to their house type, value, and geographical location
  • Earth-quake studies: Observed earth quake epicenters should be clustered along continent faults
  • Climate: understanding earth climate, find patterns of atmospheric and ocean
  • Economic Science: market resarch

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