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» Ontology-Enhanced Association Mining
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IEAAIE
2005
Springer
14 years 3 months ago
Analyzing Multi-level Spatial Association Rules Through a Graph-Based Visualization
Association rules discovery is a fundamental task in spatial data mining where data are naturally described at multiple levels of granularity. ARES is a spatial data mining system ...
Annalisa Appice, Paolo Buono
IDA
2009
Springer
13 years 7 months ago
Efficient Vertical Mining of Frequent Closures and Generators
Abstract. The effective construction of many association rule bases requires the computation of both frequent closed and frequent generator itemsets (FCIs/FGs). However, only few m...
Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, R...
KDD
2000
ACM
118views Data Mining» more  KDD 2000»
14 years 1 months ago
Generating non-redundant association rules
The traditional association rule mining framework produces many redundant rules. The extent of redundancy is a lot larger than previously suspected. We present a new framework for...
Mohammed Javeed Zaki
SDM
2009
SIAM
138views Data Mining» more  SDM 2009»
14 years 7 months ago
The Metric Dilemma: Competence-Conscious Associative Classification.
Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira...
IDEAL
2009
Springer
14 years 4 months ago
Quantitative Association Rules Applied to Climatological Time Series Forecasting
M. Martínez-Ballesteros, Francisco Mart&iac...