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Internet-scale pattern recognition : new techniques for voluminous data sets and data clouds /
"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 differ...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press,
©2013.
©2013 |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Muhamad Amin, Anang Hudaya. | |
| 245 | 1 | 0 | |a Internet-scale pattern recognition : |b new techniques for voluminous data sets and data clouds / |c Anang Hudaya Muhamad Amin, Asad I. Khan, Benny B. Nasution. |
| 260 | |a Boca Raton, FL : |b CRC Press, |c ©2013. | ||
| 264 | 4 | |c ©2013 | |
| 300 | |a 1 online resource (xviii, 179 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 520 | |a "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"-- |c Provided by publisher. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a 1. Recognition : a new perspective -- 2. Evolution of internet-scale recognition -- 3. Systems and tools -- 4. Implementations and applications -- 5. The way forward. | |
| 546 | |a English. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Pattern recognition systems. | |
| 650 | 0 | |a Web usage mining. | |
| 650 | 0 | |a Mathematical statistics |x Data processing. | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Reconnaissance des formes (Informatique) | |
| 650 | 6 | |a Analyse du comportement des internautes. | |
| 650 | 6 | |a Statistique mathématique |x Informatique. | |
| 650 | 7 | |a COMPUTERS |x Database Management |x Data Mining. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Machine Theory. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Internet |x General. |2 bisacsh | |
| 650 | 7 | |a Data mining. |2 fast |0 (OCoLC)fst00887946 | |
| 650 | 7 | |a Mathematical statistics |x Data processing. |2 fast |0 (OCoLC)fst01012133 | |
| 650 | 7 | |a Pattern recognition systems. |2 fast |0 (OCoLC)fst01055266 | |
| 650 | 7 | |a Web usage mining. |2 fast |0 (OCoLC)fst01173271 | |
| 700 | 1 | |a Khan, Asad. | |
| 700 | 1 | |a Nasution, Benny. | |
| 776 | 0 | 8 | |i Print version: |a Muhamad Amin, Anang Hudaya. |t Internet-scale pattern recognition. |d Boca Raton : CRC Press, ©2013 |z 9781466510968 |w (DLC) 2012031622 |w (OCoLC)761853201 |
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