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Anomaly Detection Essay

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On anomaly detection this week, answer the following questions in essay format.

  1. What are the characteristics of anomaly detection?
  2. What are the detection problems and methods?
  3. What are the statistical approaches when there is an anomaly found?
  4. Compare and contrast proximity and clustering based approaches.