Link Mining: Models, Algorithms, and Applications

• Corporate Author: SpringerLink (Online service)
• Other Authors: Yu, Philip S. (Editor), Han, Jiawei. (Editor), Faloutsos, Christos. (Editor)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2010.
• Subjects: Medicine.; Data mining.; Bioinformatics.; Biology > Data processing.; Biomedicine.; Data Mining and Knowledge Discovery.; Computational Biology/Bioinformatics.; Computer Appl. in Life Sciences.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-6515-8

With the recent flourishing research activities on Web search and mining, social network analysis, information network analysis, information retrieval, link analysis, and structural data mining, research on link mining has been rapidly growing, forming a new field of data mining. Traditional data mi...

Table of Contents:

• Introduction
• Link analysis for data cleaning and information integration
• Link-based clustering
• Link-based classification
• Link-based anomaly detection and outlier analysis
• Graph mining and its applications to link analysis
• Web mining and web community analysis
• Social network and information network analysis
• Analysis of biological information networks
• Other applications of link mining
• Privacy and security in link mining
• .