Relational Data Clustering: Models, Algorithms, and Applications

Author:   Bo Long ,  Zhongfei Zhang ,  Philip S. Yu
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367384050


Pages:   216
Publication Date:   19 September 2019
Format:   Paperback
Availability:   In Print   Availability explained
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Relational Data Clustering: Models, Algorithms, and Applications


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Overview

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: Clustering on bi-type heterogeneous relational data Multi-type heterogeneous relational data Homogeneous relational data clustering Clustering on the most general case of relational data Individual relational clustering framework 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.

Full Product Details

Author:   Bo Long ,  Zhongfei Zhang ,  Philip S. Yu
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   0.453kg
ISBN:  

9780367384050


ISBN 10:   0367384051
Pages:   216
Publication Date:   19 September 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Introduction. Models. Algorithms. Applications. Summary. References. Index.

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Author Information

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.

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