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Internet-Scale Pattern Recognition: New techniques for Voluminous Data Sets and Data Clouds

ISBN: 9781466510968 | 146651096X
Edition: 1st
Format: Hardcover
Publisher: Chapman & Hall
Pub. Date: 11/20/2012

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This cutting-edge reference outlines the underlying theory and principles of efficient and effective distributed pattern recognition involving one-shot learning and in-network processing for different types of applications, including multimedia retrieval systems and event detection over different network environments. Investigating one-shot learning and in-network processing as complementary mechanisms for efficient and accurate distributed pattern analyses, it presents the technical aspects related to the development of scalable pattern recognition using a number of contemporary application development tools. It also considers scalability of pattern recognition schemes when dealing with such data.

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