Practical Machine Learning: A New Look at Anomaly Detection
Language: English
Published by O'Reilly Media (edition 1), 2014
- Softcover
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- Title
- Practical Machine Learning: A New Look at Anomaly Detection
- Author
- Dunning, Ted; Friedman, Ellen
- Publisher
- O'Reilly Media (edition 1)
- Publication year
- 2014
- Condition
- Fair
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1491911603
- ISBN 13
- 9781491911600
- Edition
- 1.
Finding Data Anomalies You Didn't Know to Look For
Anomaly detection is the detective work of machine learning: finding the unusual, catching the fraud, discovering strange activity in large and complex datasets. But, unlike Sherlock Holmes, you may not know what the puzzle is, much less what "suspects" you're looking for. This O'Reilly report uses practical examples to explain how the underlying concepts of anomaly detection work.
From banking security to natural sciences, medicine, and marketing, anomaly detection has many useful applications in this age of big data. And the search for anomalies will intensify once the Internet of Things spawns even more new types of data. The concepts described in this report will help you tackle anomaly detection in your own project.
- Use probabilistic models to predict what's normal and contrast that to what you observe
- Set an adaptive threshold to determine which data falls outside of the normal range, using the t-digest algorithm
- Establish normal fluctuations in complex systems and signals (such as an EKG) with a more adaptive probablistic model
- Use historical data to discover anomalies in sporadic event streams, such as web traffic
- Learn how to use deviations in expected behavior to trigger fraud alerts
"Synopsis" may belong to another edition of this title.
About the Author
Ellen Friedman is a consultant and commentator, currently writing mainly about big data topics. She is a committer for the Apache Mahout project and a contributor to the Apache Drill project. With a PhD in Biochemistry, she has years of experience as a research scientist and has written about a variety of technical topics including molecular biology, nontraditional inheritance, and oceanography. Ellen is also co-author of a book of magic-themed cartoons, A Rabbit Under the Hat. Ellen is on Twitter at @Ellen_Friedman.
"About the title" may belong to another edition of this title.
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