Data mining-anomaly detection

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Reference no: EM132587882

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.

Reference no: EM132587882

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