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KNN may refer to:

  • k-nearest neighbors algorithm (k-NN), a method for classifying objects
  • Nearest neighbor graph (k-NNG), a graph connecting each point to its k nearest neighbors
  • Kabataan News Network, a Philippine television show made by teens
  • Khanna railway station, in Khanna, Punjab, India (by Indian Railways code)
  • Kings Norton railway station, in Birmingham, England (by National Rail code)
  • Konkani language, spoken in the Konkan coast of India (by ISO 639-3 language code)
  • Korea New Network, broadcast television in South Korea
  • Kurdish News Network, news television network in Iraqi Kurdistan
  • Kankan Airport, Guinea (by IATA airport code)