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).


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–.


Info Security and Risk Management

Project Part 3: Risk Mitigation Plan


This project is divided into several parts, each with a deliverable. The first four parts are drafts. These documents should resemble business reports in that they are organized by headings, include source citations (if any), be readable, and be free from typos and grammatical errors. However, they are not final, polished reports.

Project Part 3: Risk Mitigation Plan

Senior management at Health Network allocated funds to support a risk mitigation plan. They have requested that the risk manager and team create a plan in response to the deliverables produced within earlier phases of the project.


The risk mitigation plan should address the identified threats described in the scenario for this project, as well as any new threats that may have been discovered during the risk assessment. You have been assigned to develop a draft of this new plan.

Submission Requirements

· Format: Microsoft Word (or compatible)

· Font: Arial, size 12, double-space

· Citation style: Your school’s preferred style guide

· Estimated length: 4–6 pages

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