Relational Data Clustering: Models, Algorithms, and Applications

Long, B. et al

ISBN 10: 1420072617 / ISBN 13: 9781420072617

Verlag: CRC Press, 2010

Beschreibung

This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In poor condition, suitable as a reading copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9781420072617. Bestandsnummer des Verkäufers 9380061

Bibliografische Details

Titel: Relational Data Clustering: Models, ...

Verlag: CRC Press

Erscheinungsdatum: 2010

Einband: Hardcover

Zustand: Poor

Über diesen Titel

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor:

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.