Aggarwal, Charu C.

Managing and Mining Graph Data

Aggarwal, Charu C. - Managing and Mining Graph Data, ebook


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ISBN: 9781441960450
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Table of contents

1. An Introduction to Graph Data
Charu C. Aggarwal, Haixun Wang

2. Graph Data Management and Mining: A Survey of Algorithms and Applications
Charu C. Aggarwal, Haixun Wang

3. Graph Mining: Laws and Generators
Deepayan Chakrabarti, Christos Faloutsos, Mary McGlohon

4. Query Language and Access Methods for Graph Databases
Huahai He, Ambuj K. Singh

5. Graph Indexing
Xifeng Yan, Jiawei Han

6. Graph Reachability Queries: A Survey
Jeffrey Xu Yu, Jiefeng Cheng

7. Exact and Inexact Graph Matching: Methodology and Applications
Kaspar Riesen, Xiaoyi Jiang, Horst Bunke

8. A Survey of Algorithms for Keyword Search on Graph Data
Haixun Wang, Charu C. Aggarwal

9. A Survey of Clustering Algorithms for Graph Data
Charu C. Aggarwal, Haixun Wang

10. A Survey of Algorithms for Dense Subgraph Discovery
Victor E. Lee, Ning Ruan, Ruoming Jin, Charu Aggarwal

11. Graph Classification
Koji Tsuda, Hiroto Saigo

12. Mining Graph Patterns
Hong Cheng, Xifeng Yan, Jiawei Han

13. A Survey on Streaming Algorithms for Massive Graphs
Jian Zhang

14. A Survey of Privacy-Preservation of Graphs and Social Networks
Xintao Wu, Xiaowei Ying, Kun Liu, Lei Chen

15. A Survey of Graph Mining for Web Applications
Debora Donato, Aristides Gionis

16. Graph Mining Applications to Social Network Analysis
Lei Tang, Huan Liu

17. Software-Bug Localization with Graph Mining
Frank Eichinger, Klemens Bo̶hm

18. A Survey of Graph Mining Techniques for Biological Datasets
S. Parthasarathy, S. Tatikonda, D. Ucar

19. Trends in Chemical Graph Data Mining
Nikil Wale, Xia Ning, George Karypis

Keywords: Computer Science, Database Management, Data Mining and Knowledge Discovery, Computer Graphics, Information Storage and Retrieval, Information Systems Applications (incl.Internet)

Publication year
Advances in Database Systems
Page amount
24 pages
Information Technology, Telecommunications

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