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Relational Data Clustering
- Models, Algorithms, and Applications
Af: Philip S. Yu, Bo Long, Zhongfei Zhang
Engelsk
Bogcover for Relational Data Clustering af Philip S. Yu, Bo Long, Zhongfei Zhang, 9780367384050
Specifikationer
Sprog:
Engelsk
Sider:
216
ISBN-13:
9780367384050
Indbinding:
Paperback
ISBN-10:
0367384051
Kategori:
Udg. Dato:
19 sep 2019
Størrelse i cm:
23,4 x 15,6
Forlag:
Oplagsdato:
19 sep 2019
Forfatter(e):
Genre:

Relational Data Clustering

- Models, Algorithms, and Applications
Af: Philip S. Yu, Bo Long, Zhongfei Zhang
Engelsk
Paperback 2019
Format:
Paperback
Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
216
ISBN-13:
9780367384050
Indbinding:
Paperback
ISBN-10:
0367384051
Kategori:
Udg. Dato:
19 sep 2019
Størrelse i cm:
23,4 x 15,6
Forlag:
Oplagsdato:
19 sep 2019
Forfatter(e):
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