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Yu, Philip S.

Link Mining: Models, Algorithms, and Applications

Yu, Philip S. - Link Mining: Models, Algorithms, and Applications, ebook

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ISBN: 9781441965158
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Table of contents

1. Machine Learning Approaches to Link-Based Clustering
Zhongfei (Mark) Zhang, Bo Long, Zhen Guo, Tianbing Xu, Philip S. Yu

2. Scalable Link-Based Similarity Computation and Clustering
Xiaoxin Yin, Jiawei Han, Philip S. Yu

3. Community Evolution and Change Point Detection in Time-Evolving Graphs
Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos

4. A Survey of Link Mining Tasks for Analyzing Noisy and Incomplete Networks
Galileo Mark Namata, Hossam Sharara, Lise Getoor

5. Markov Logic: A Language and Algorithms for Link Mining
Pedro Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla

6. Understanding Group Structures and Properties in Social Media
Lei Tang, Huan Liu

7. Time Sensitive Ranking with Application to Publication Search
Xin Li, Bing Liu, Philip S. Yu

8. Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions
Hanghang Tong, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos

9. Discriminative Frequent Pattern-Based Graph Classification
Hong Cheng, Xifeng Yan, Jiawei Han

10. Information Integration for Graph Databases
Ee-Peng Lim, Aixin Sun, Anwitaman Datta, Kuiyu Chang

11. Veracity Analysis and Object Distinction
Xiaoxin Yin, Jiawei Han, Philip S. Yu

12. Dynamic Community Identification
Tanya Berger-Wolf, Chayant Tantipathananandh, David Kempe

13. Structure and Evolution of Online Social Networks
Ravi Kumar, Jasmine Novak, Andrew Tomkins

14. Toward Identity Anonymization in Social Networks
Kenneth L. Clarkson, Kun Liu, Evimaria Terzi

15. Interactive Graph Summarization
Yuanyuan Tian, Jignesh M. Patel

16. InfoNetOLAP: OLAP and Mining of Information Networks
Chen Chen, Feida Zhu, Xifeng Yan, Jiawei Han, Philip Yu, Raghu Ramakrishnan

17. Integrating Clustering with Ranking in Heterogeneous Information Networks Analysis
Yizhou Sun, Jiawei Han

18. Mining Large Information Networks by Graph Summarization
Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han

19. Finding High-Order Correlations in High-Dimensional Biological Data
Xiang Zhang, Feng Pan, Wei Wang

20. Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks
Young-Rae Cho, Aidong Zhang

21. Gene Reachability Using Page Ranking on Gene Co-expression Networks
Pinaki Sarder, Weixiong Zhang, J. Perren Cobb, Arye Nehorai

Keywords: Life Sciences, Bioinformatics, Data Mining and Knowledge Discovery, Computational Biology/Bioinformatics, Computer Appl. in Life Sciences

Author(s)
 
 
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781441965158

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