Data Mining “Anomaly Detection” Assignment

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Data Mining “Anomaly Detection” Assignment

Answer the following questions. Please ensure to use the Author, YYYY APA citations with any content brought into the assignment.  

  1. What      are Anomalies/Outliers? And what are some variants of Anomaly/Outlier      Detection Problems?
  2. What      are some Challenges and Work Assumptions of Anomaly Detection?
  3. Explain      the Nearest-Neighbor Based Approach and the different ways to Define      Outliers. 
  4. Explain      the Density-based: LOF Approach.

Provide the General Steps and Types of Anomaly Detection Schemes 

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