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Relational data clustering : models, algorithms, and applications /
This is the first book available that presents a comprehensive overview of relational data clustering in data mining research. The book reflects the recent emergence of relational data clustering as an important field of data clustering, with applications in text mining, social network analysis, col...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press,
©2010.
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| Colección: | Chapman & Hall/CRC data mining and knowledge discovery series.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Relational data clustering : |b models, algorithms, and applications / |c Bo Long, Zhongfei Zhang, Philip S. Yu. |
| 260 | |a Boca Raton : |b CRC Press, |c ©2010. | ||
| 300 | |a 1 online resource (xvi, 196 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Chapman & Hall/CRC data mining and knowledge discovery series | |
| 504 | |a Includes bibliographical references (pages 185-194) and index. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Front cover; Contents; List of Tables; List of Figures; Preface; Chapter 1: Introduction; Part I: Models; Chapter 2: Co-Clustering; Chapter 3: Heterogeneous Relational Data Clustering; Chapter 4: Homogeneous Relational Data Clustering; Chapter 5: General Relational Data Clustering; Chapter 6: Multiple-View Relational Data Clustering; Chapter 7: Evolutionary Data Clustering; Part II: Algorithms; Chapter 8: Co-Clustering; Chapter 9: Heterogeneous Relational Data Clustering; Chapter 10: Homogeneous Relational Data Clustering; Chapter 11: General Relational Data Clustering. | |
| 520 | |a This is the first book available that presents a comprehensive overview of relational data clustering in data mining research. The book reflects the recent emergence of relational data clustering as an important field of data clustering, with applications in text mining, social network analysis, collaborative filtering, and bioinformatics. It presents an in-depth, systematic discussion of the models, algorithms, and applications for relational data clustering. The book also covers recently emerging models in relational data clustering, including graph-based models, matrix factorization-based m. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Cluster analysis. | |
| 650 | 0 | |a Relational databases. | |
| 650 | 2 | |a Data Mining | |
| 650 | 2 | |a Cluster Analysis | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Classification automatique (Statistique) | |
| 650 | 6 | |a Bases de données relationnelles. | |
| 650 | 7 | |a COMPUTERS |x Programming Languages |x SQL. |2 bisacsh | |
| 650 | 7 | |a Cluster analysis |2 fast | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Relational databases |2 fast | |
| 700 | 1 | |a Long, Bo. | |
| 700 | 1 | |a Zhang, Zhongfei. | |
| 700 | 1 | |a Yu, Philip S. | |
| 758 | |i has work: |a Relational data clustering (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGJWMpGrkf3RDhPPtV8qYq |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |t Relational data clustering. |d Boca Raton : Chapman & Hall/CRC, ©2010 |z 9781420072617 |w (DLC) 2010009487 |w (OCoLC)176924810 |
| 830 | 0 | |a Chapman & Hall/CRC data mining and knowledge discovery series. | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=589914 |z Texto completo |
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