2 assignments & 1 Project paper

Assignment – Intro to Data Mining

Chapter 9 :  Anomaly Detection

After reviewing chapter 9 on anomaly detection this week, answer the following questions in essay format.

· What are the characteristics of anomaly detection?

· What are the detection problems and methods?

· What are the statistical approaches when there is an anomaly found?

· Compare and contrast proximity and clustering based approaches.

In an APA7 formatted essay answer all questions above. There should be headings to each of the questions above as well. Ensure there are at least two-peer reviewed sources to support your work. The paper should be at least two pages of content (this does not include the cover page or reference page).

Reference:

TextBook :

1) Data Mining: Concepts and Techniques

Author: Jiawei Han, Jian Pei, Micheline Kamber Date: 2011

2) Križanić, S. (2020). Educational data mining using cluster analysis and decision tree technique: A case study . International Journal of Engineering Business Management, 12, 184797902090867–.