Cover image for Internet-scale pattern recognition new techniques for voluminous data sets and data clouds
Title:
Internet-scale pattern recognition new techniques for voluminous data sets and data clouds
Author:
Muhamad Amin, Anang Hudaya.
ISBN:
9781466510975
Publication Information:
Boca Raton, Fla. : CRC Press, 2013.
Physical Description:
xviii, 179 p. : ill.
Contents:
1. Recognition : a new perspective -- 2. Evolution of internet-scale recognition -- 3. Systems and tools -- 4. Implementations and applications -- 5. The way forward.
Abstract:
"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"-- Provided by publisher.
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