Structure mining

Known as: Tree mining, Graph mining, Structured Data Mining 
Structure mining or structured data mining is the process of finding and extracting useful information from semi-structured data sets. Graph mining… (More)
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Topic mentions per year

Topic mentions per year

1992-2018
05010015019922018

Papers overview

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Highly Cited
2005
Highly Cited
2005
Given a database of graphs, structure mining algorithms search for all substructures that satisfy constraints such as minimum… (More)
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Highly Cited
2004
Highly Cited
2004
Given a database, structure mining algorithms search for substructures that satisfy constraints such as minimum frequency… (More)
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Highly Cited
2004
Highly Cited
2004
Graph has become increasingly important in modelling complicated structures and schemaless data such as proteins, chemical… (More)
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Highly Cited
2004
Highly Cited
2004
How does a ‘normal’ computer (or social) network look like? How can we spot ‘abnormal’ sub-networks in the Internet, or web graph… (More)
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Highly Cited
2003
Highly Cited
2003
A new type of tree mining is defined in this paper, which uncovers maximal frequent induced subtrees from a database of unordered… (More)
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Highly Cited
2002
Highly Cited
2002
Mining frequent trees is very useful in domains like bioinformatics, web mining, mining semistructured data, and so on. We… (More)
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Highly Cited
2002
Highly Cited
2002
Data mining research typically assumes that the data to be analyzed has been identified, gathered, cleaned, and processed into a… (More)
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Highly Cited
2001
Highly Cited
2001
Methods for efficient mining of frequent patterns have been studied extensively by many researchers. However, the previously… (More)
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Highly Cited
1999
Highly Cited
1999
In this paper, we discuss mining with respect to web data referred here as web data mining. In particular, our focus is on web… (More)
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Highly Cited
1995
Highly Cited
1995
Mining for a.ssociation rules between items in a large database of sales transactions has been described as an important database… (More)
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