An analytical review of XML association rules mining

M Moradi, MR Keyvanpour - Artificial Intelligence Review, 2015 - Springer
Over the past decade, there has been increasing interest in using extensible markup
language (XML) which has made it a de facto standard for representing and exchanging …

IMB3-Miner: Mining Induced/Embedded subtrees by constraining the level of embedding

H Tan, TS Dillon, F Hadzic, E Chang, L Feng - Advances in Knowledge …, 2006 - Springer
Tree mining has recently attracted a lot of interest in areas such as Bioinformatics, XML
mining, Web mining, etc. We are mainly concerned with mining frequent induced and …

Data mining for XML query-answering support

M Mazuran, E Quintarelli… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Extracting information from semistructured documents is a very hard task, and is going to
become more and more critical as the amount of digital information available on the Internet …

Tree model guided candidate generation for mining frequent subtrees from XML documents

H Tan, F Hadzic, TS Dillon, E Chang… - ACM Transactions on …, 2008 - dl.acm.org
Due to the inherent flexibilities in both structure and semantics, XML association rules
mining faces few challenges, such as: a more complicated hierarchical data structure and …

MB3-Miner: Efficient mining eMBedded subTREEs using tree model guided candidate generation

E Chang, H Tan, TS Dillon, F Hadzic… - Proceedings of the First …, 2005 - espace.curtin.edu.au
Tree mining has many useful applications in areas such as Bioinformatics, XML mining, Web
mining, etc. In general, most of the formally represented information in these domains is a …

Mining interesting XML-enabled association rules with templates

L Feng, T Dillon - International Workshop on Knowledge Discovery in …, 2004 - Springer
XML-enabled association rule framework [FDWC03] extends the notion of associated items
to XML fragments to present associations among trees rather than simple-structured items of …

OInduced: an efficient algorithm for mining induced patterns from rooted ordered trees

MH Chehreghani, MH Chehreghani… - … on Systems, Man …, 2011 - ieeexplore.ieee.org
Frequent tree patterns have many practical applications in different domains, such as
Extensible Markup Language mining, Web usage analysis, etc. In this paper, we present …

[PDF][PDF] Mining tree-based association rules from XML documents.

M Mazuran, E Quintarelli, L Tanca - SEBD, 2009 - Citeseer
The increasing amount of very large XML datasets available to casual users is a most
challenging problem for our community, and calls for an appropriate support to efficiently …

XML views: Part 1

R Rajugan, E Chang, TS Dillon, L Feng - International Conference on …, 2003 - Springer
The exponential growth and the nature of Internet and web-based applications made
eXtensible Markup Language (XML) as the de-facto standard for data exchange and data …

Mining of patient data: towards better treatment strategies for depression

M Hadzic, F Hadzic, TS Dillon - International Journal of …, 2010 - inderscienceonline.com
An intelligent system based on data-mining technologies that can be used to assist in the
prevention and treatment of depression is described. The system integrates three different …