Relational Data Clustering: Models, Algorithms, and Applications - Couverture rigide

Livre 1 sur 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery

Long, Bo; Zhang, Zhongfei; Yu, Philip S.

 
9781420072617: Relational Data Clustering: Models, Algorithms, and Applications
Couverture rigide
ISBN 10 : 1420072617 ISBN 13 : 9781420072617
Editeur : Chapman & Hall/CRC, 2010

Synopsis

A culmination of the authors’ years of extensive research on this topic, Relational Data Clustering: Models, Algorithms, and Applications addresses the fundamentals and applications of relational data clustering. It describes theoretic models and algorithms and, through examples, shows how to apply these models and algorithms to solve real-world problems.





After defining the field, the book introduces different types of model formulations for relational data clustering, presents various algorithms for the corresponding models, and demonstrates applications of the models and algorithms through extensive experimental results. The authors cover six topics of relational data clustering:







  1. Clustering on bi-type heterogeneous relational data


  2. Multi-type heterogeneous relational data


  3. Homogeneous relational data clustering


  4. Clustering on the most general case of relational data


  5. Individual relational clustering framework


  6. Recent research on evolutionary clustering






This book focuses on both practical algorithm derivation and theoretical framework construction for relational data clustering. It provides a complete, self-contained introduction to advances in the field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Bo Long is a scientist at Yahoo! Labs in Sunnyvale, California.

Zhongfei Zhang is an associate professor in the computer science department at the State University of New York in Binghamton.

Philip S. Yu is a professor in the computer science department and the Wexler Chair in Information Technology at the University of Illinois in Chicago.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2010
Langue
anglais
ISBN 10 
1420072617
ISBN 13 
9781420072617
Reliure
Relié
Nombre de pages
196
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

Autres éditions populaires du même titre

9780367384050: Relational Data Clustering

Edition présentée

ISBN 10 :  0367384051 ISBN 13 :  9780367384050
Editeur : Routledge, 2019
Couverture souple