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» Mining Association Rules with Item Constraints
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ICDE
2008
IEEE
153views Database» more  ICDE 2008»
14 years 8 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...
MDM
2004
Springer
133views Communications» more  MDM 2004»
14 years 25 days ago
Cache-Miss-Initiated Prefetch in Mobile Environments
Prefetching has been widely used to improve system performance in mobile environments. Since prefetching consumes system resources, such as bandwidth and power, it is important to...
Hui Song, Guohong Cao
ICWE
2004
Springer
14 years 25 days ago
Behaviour Recovery and Complicated Pattern Definition in Web Usage Mining
Data mining includes four steps: data preparation, pattern mining, and pattern analysis and pattern application. But in web environment, the user activities become much more comple...
Long Wang 0002, Christoph Meinel
CINQ
2004
Springer
225views Database» more  CINQ 2004»
14 years 26 days ago
A Data Mining Query Language for Knowledge Discovery in a Geographical Information System
Spatial data mining is a process used to discover interesting but not explicitly available, highly usable patterns embedded in both spatial and nonspatial data, which are possibly ...
Donato Malerba, Annalisa Appice, Michelangelo Ceci
SDM
2003
SIAM
134views Data Mining» more  SDM 2003»
13 years 8 months ago
Hierarchical Document Clustering using Frequent Itemsets
A major challenge in document clustering is the extremely high dimensionality. For example, the vocabulary for a document set can easily be thousands of words. On the other hand, ...
Benjamin C. M. Fung, Ke Wang, Martin Ester