Franklin: Record - Internet-scale pattern recognition : new techniques for voluminous data sets and data clouds / Anang Hudaya Muhamad Amin, Asad I. Khan, Benny B. Nasution.

Franklin: Penn Libraries Catalog

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Internet-scale pattern recognition : new techniques for voluminous data sets and data clouds / Anang Hudaya Muhamad Amin, Asad I. Khan, Benny B. Nasution.

Author/Creator:
Muhamad Amin, Anang Hudaya.
Publication:
Boca Raton : CRC Press, c2013.
Format/Description:
Book
xviii, 179 p. : ill. ; 24 cm.
Subjects:
Data mining.
Pattern recognition systems.
Web usage mining.
Mathematical statistics -- Data processing.
Summary:
"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.
Notes:
Includes bibliographical references (p. 167-175) and index.
Local notes:
Acquired for the Penn Libraries with assistance from the Sabin W. Colton, Jr., Memorial Fund.
Contributor:
Khan, Asad
Nasution, Benny.
Sabin W. Colton, Jr., Memorial Fund.
ISBN:
146651096X
9781466510968 (hardback)
Publisher no.:
99953642040
Web link:
The Sabin W. Colton, Jr., Memorial Fund Home Page
The Sabin W. Colton, Jr., Memorial Fund Home Page  Bookplate