Title
Mining Views: Database Views for Data Mining
Abstract
We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.
Year
DOI
Venue
2008
10.1109/ICDE.2008.4497633
Cancun
Keywords
Field
DocType
data mining,virtual mining view,relational database model,relational databases,unifying framework,database views,decision tree,association rule,mining views,database systems,query language,computer science,databases,database languages,decision trees,knowledge management,relational database,association rules,humidity,memory,relational database system
Data mining,Data stream mining,Web mining,Database model,Relational database,Computer science,View,Database design,Information schema,Relational model,Database
Conference
ISSN
ISBN
Citations 
1084-4627
978-1-4244-1837-4
11
PageRank 
References 
Authors
0.74
13
5
Name
Order
Citations
PageRank
Hendrik Blockeel12744177.48
Toon Calders2133393.66
Élisa Fromont319225.51
Bart Goethals4157594.55
Adriana Prado5875.14