Outlier Detection Techniques and Applications is popular PDF and ePub book, written by N. N. R. Ranga Suri in 2019-01-10, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Outlier Detection Techniques and Applications can be Read Online from any device for your convenience.
Outlier Detection Techniques and Applications Book PDF Summary
This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.
Detail Book of Outlier Detection Techniques and Applications PDF
- Author : N. N. R. Ranga Suri
- Release : 10 January 2019
- Publisher : Springer
- ISBN : 9783030051273
- Genre : Technology & Engineering
- Total Page : 214 pages
- Language : English
- PDF File Size : 13,9 Mb
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