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» A Framework for Data Mining Pattern Management
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KDD
2004
ACM
168views Data Mining» more  KDD 2004»
16 years 1 days ago
Mining, indexing, and querying historical spatiotemporal data
In many applications that track and analyze spatiotemporal data, movements obey periodic patterns; the objects follow the same routes (approximately) over regular time intervals. ...
Nikos Mamoulis, Huiping Cao, George Kollios, Mario...
105
Voted
SDM
2004
SIAM
166views Data Mining» more  SDM 2004»
15 years 1 months ago
A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects
Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar,...
DAWAK
2005
Springer
15 years 1 months ago
Incremental Data Mining Using Concurrent Online Refresh of Materialized Data Mining Views
Abstract. Data mining is an iterative process. Users issue series of similar data mining queries, in each consecutive run slightly modifying either the definition of the mined dat...
Mikolaj Morzy, Tadeusz Morzy, Marek Wojciechowski,...
ICDE
2008
IEEE
153views Database» more  ICDE 2008»
16 years 1 months ago
Mining Views: Database Views for Data Mining
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 vi...
Élisa Fromont, Adriana Prado, Bart Goethals...
WWW
2005
ACM
16 years 10 days ago
XAR-miner: efficient association rules mining for XML data
In this paper, we propose a framework, called XAR-Miner, for mining ARs from XML documents efficiently. In XAR-Miner, raw data in the XML document are first preprocessed to transf...
Sheng Zhang, Ji Zhang, Han Liu, Wei Wang