A survey of clustering algorithms for graph data

CC Aggarwal, H Wang - Managing and mining graph data, 2010 - Springer
In this chapter, we will provide a survey of clustering algorithms for graph data. We will
discuss the different categories of clustering algorithms and recent efforts to design …

Clustering graph data: the roadmap to spectral techniques

R Mondal, E Ignatova, D Walke, D Broneske… - Discover Artificial …, 2024 - Springer
Graph data models enable efficient storage, visualization, and analysis of highly interlinked
data, by providing the benefits of horizontal scalability and high query performance …

A survey on tree matching and XML retrieval

MA Tahraoui, K Pinel-Sauvagnat, C Laitang… - Computer Science …, 2013 - Elsevier
With the increasing number of available XML documents, numerous approaches for retrieval
have been proposed in the literature. They usually use the tree representation of documents …

Xproj: a framework for projected structural clustering of xml documents

CC Aggarwal, N Ta, J Wang, J Feng… - Proceedings of the 13th …, 2007 - dl.acm.org
XML has become a popular method of data representation both on the web and in
databases in recent years. One of the reasons for the popularity of XML has been its ability …

Graph data management and mining: A survey of algorithms and applications

CC Aggarwal, H Wang - Managing and mining graph data, 2010 - Springer
Graph mining and management has become a popular area of research in recent years
because of its numerous applications in a wide variety of practical fields, including …

[KNIHA][B] Social big data mining

H Ishikawa - 2015 - books.google.com
This book focuses on the basic concepts and the related technologies of data mining for
social medial. Topics include: big data and social data, data mining for making a hypothesis …

On clustering graph streams

CC Aggarwal, Y Zhao, PS Yu - Proceedings of the 2010 SIAM International …, 2010 - SIAM
In this paper, we will examine the problem of clustering massive graph streams. Graph
clustering poses significant challenges because of the complex structures which may be …

LogTree: A framework for generating system events from raw textual logs

L Tang, T Li - 2010 IEEE International Conference on Data …, 2010 - ieeexplore.ieee.org
Modern computing systems are instrumented to generate huge amounts of system logs and
these data can be utilized for understanding and complex system behaviors. One main …

Return specification inference and result clustering for keyword search on xml

Z Liu, Y Chen - ACM Transactions on Database Systems (TODS), 2010 - dl.acm.org
Keyword search enables Web users to easily access XML data without the need to learn a
structured query language and to study possibly complex data schemas. Existing work has …

Clustering XML documents by combining content and structure

G Yongming, C Dehua, L Jia** - … International Symposium on …, 2008 - ieeexplore.ieee.org
XML has become a de facto standard for data representation and exchange over the
Internet. With the emergence of more and more XML documents, the clustering of XML …