Report cover image

Applications of AI for Anomaly Detection

Publisher IDC
Published Feb 22, 2023
Length 9 Pages
SKU # IDC17761729

Description

Applications of AI for Anomaly Detection

This IDC Perspective examines the business benefits of AI-powered anomaly detection in organizations. It discusses the various techniques organizations use to identify anomalies and the most prevalent use cases. It also discusses some of the key players in this industry. It provides guidance to technology buyers on how to embrace AI-powered anomaly detection and maximize ROI."AI-powered anomaly detection is growing in popularity and has numerous applications across business activities and industries," says Raghunandhan Kuppuswamy, research manager for AI and Automation at IDC. "Choosing the correct AI-powered anomaly detection solutions could eliminate many of the problems associated with anomalies and the issues companies encounter as a result of anomalies."

Please Note: Extended description available upon request.

Table of Contents

9 Pages
Executive Snapshot
Situation Overview
AI-Powered Anomaly Detection
What Are the Various Anomaly Detection Techniques?
Supervised Anomaly Detection
K-Nearest Neighbors
Z-Score
Decision Tree Algorithm
Support Vector Machines
Bayesian Networks
Unsupervised Anomaly Detection
K-Means Clustering
Autoencoders
Isolation Forest
Local Outlier Factor
Semi-Supervised Anomaly Detection
Anomaly Detection on Edge Devices
Use Cases
AI-Powered Anomaly Detection in Banking
AI-Powered Anomaly Detection in Cybersecurity
AI-Powered Anomaly Detection in Healthcare
Companies to Watch in the AI-Powered Anomaly Detection Space
Advice for the Technology Buyer
Learn More
Related Research
Synopsis

Pricing

Currency Rates
How Do Licenses Work?

How Do Licenses Work?

The primary function of a report license is to define how many people within a company are authorized to use the purchased report. This is separate to how a report might be delivered. Unless specifically identified otherwise, the purchase option is Single User. Below is a helpful description of that license, along with a sampling of others most commonly offered.

  • This license allows only one user to have access to and to use/read the report. It is not one user at a time or one user group; it is an individual who will be reading and utilizing the report.

  • This license allows for the entire purchasing company to read and use the report. This is the license level that would allow for a report to be placed on an internal company shared drive for access by all employees of that direct company. This license does not extend to parent or sister company use.

  • This license is designed to allow an entire department within a company full access to a report. The departmental license is a great option for companies that have more than one location and the department is spread out all over the country/world

  • This license is for companies that have one location where they want the report to be accessible by all employees within that physical location.

  • This is the most flexible of the licensing options. Some publishers will allow you to get a license for a preset number of people (typically 5). These licenses are ideal for small work groups.

License options are at the discretion of each publisher. As such, not all licenses indicated above are available for every product. If you are uncertain of the best license for your needs or would like a license that is not proactively available, please contact us and we will be happy to assist.

Request A Sample
Head shot

Questions or Comments?

Our team has the ability to search within reports to verify it suits your needs. We can also help maximize your budget by finding sections of reports you can purchase.
Chat Now
Contact Us