What are the General Steps and Types of Anomaly Detection Schemes?

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?

 

  1. What are some Challenges and Work Assumptions of Anomaly Detection?

 

  1. Explain the Nearest-Neighbor Based Approach and the different ways to Define Outliers.

 

  1. Explain the Density-based: LOF Approach.

 

  1. Provide the General Steps and Types of Anomaly Detection Schemes.

 

 

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