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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Long, Bo, Zhang, Zhongfei, Yu, Philip S.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : CRC Press, ©2010.
Colección:Chapman & Hall/CRC data mining and knowledge discovery series.
Temas:
Acceso en línea:Texto completo
Descripción
Sumario: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.
Descripción Física:1 online resource (xvi, 196 pages) : illustrations
Bibliografía:Includes bibliographical references (pages 185-194) and index.
ISBN:9781420072624
1420072625
1282902318
9781282902312