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Structure mining
Known as:
Structured data mining
, Tree mining
, Graph mining
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Structure mining or structured data mining is the process of finding and extracting useful information from semi-structured data sets. Graph mining…
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Related topics
Related topics
15 relations
Artificial neural network
Graph kernel
ID3 algorithm
Inductive programming
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Broader (1)
Data mining
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2013
Highly Cited
2013
Polonium: Tera-Scale Graph Mining for Malware Detection
Duen Horng Chau
,
Carey Nachenberg
,
Jeffrey Wilhelm
,
Adam Wright
,
C. Faloutsos
2013
Corpus ID: 6145298
We present Polonium, a scalable and e↵ective technology for detecting malware. We evaluated it with the largest anonymized file…
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2012
2012
Data Mining Meets HCI: Making Sense of Large Graphs
C. Faloutsos
,
Jason I. Hong
,
A. Kittur
,
Duen Horng Chau
2012
Corpus ID: 18710546
We have entered the age of big data. Massive datasets are now common in science, government and enterprises. Yet, making sense of…
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2010
2010
Developing Multi-Database Mining Applications
A. Adhikari
,
Pralhad Ramachandrarao
,
W. Pedrycz
Advanced Information and Knowledge Processing
2010
Corpus ID: 37622785
Multi-database mining has been recognized recently as an important and strategically essential area of research in data mining…
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2009
2009
Modeling Relational Data as Graphs for Mining
Subhesh Pradhan
,
Sharma Chakravarthy
,
Aditya Telang
International Conference on Management of Data
2009
Corpus ID: 8030643
The focus of this paper is to develop algorithms and a framework for modeling transactional data stored in relational database…
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Review
2007
Review
2007
An Overview of Web Mining in Societal Benefit Areas
Georgios Lappas
The 9th IEEE International Conference on E…
2007
Corpus ID: 20688519
A survey of web mining research related to areas of social benefit is the focus of this paper. We particularly focus on web…
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2005
2005
Efficient Classification from Multiple Heterogeneous Databases
Xiaoxin Yin
,
Jiawei Han
European Conference on Principles of Data Mining…
2005
Corpus ID: 2770266
With the fast expansion of computer networks, it is inevitable to study data mining on heterogeneous databases. In this paper we…
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2004
2004
Exceptional Patterns in Multi-database Mining 19 Identifying Global Exceptional Patterns in Multi-database Mining
Chengqi Zhang
,
Meiling Liu
,
W. Nie
,
Shichao Zhang
2004
Corpus ID: 15857095
In multi-database mining, there can be many local patterns (frequent itemsets or association rules) in each database. At the end…
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2002
2002
PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques
Yiyu Yao
,
Howard J. Hamilton
,
Xuewei Wang
Rough Sets and Current Trends in Computing
2002
Corpus ID: 16561079
Some challenges for Website designers are to provide correct and useful information to individual users with different…
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1994
1994
Rough Set Based Classiication Methods and Extended Decision Tables
DecisionTablesJitender S. DeogunThe
,
Vijay V. RaghavanThe
1994
Corpus ID: 17511420
In a practical sense, database mining applications involve semi-automatic data analysis methods that help users to discover some…
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1994
1994
Agent-Based Data-Mining
Winton H. E. Davies
1994
Corpus ID: 6708944
1 Introduction A huge amount of data is stored in databases. For example, supermarkets record every purchase transaction made…
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