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ADC
2003
Springer
118views Database» more  ADC 2003»
13 years 9 months ago
CrystalBall : A Framework for Mining Variants of Association Rules
The mining of informative rules calls for methods that include different attributes (e.g., weights, quantities, multipleconcepts) suitable for the context of the problem to be an...
Kok-Leong Ong, Wee Keong Ng, Ee-Peng Lim
SGAI
2010
Springer
13 years 2 months ago
Evolving Temporal Association Rules with Genetic Algorithms
A novel framework for mining temporal association rules by discovering itemsets with a genetic algorithm is introduced. Metaheuristics have been applied to association rule mining,...
Stephen G. Matthews, Mario A. Góngora, Adri...
BNCOD
2003
127views Database» more  BNCOD 2003»
13 years 6 months ago
Performance Evaluation and Analysis of K-Way Join Variants for Association Rule Mining
Data mining aims at discovering important and previously unknown patterns from the dataset in the underlying database. Database mining performs mining directly on data stored in r...
P. Mishra, Sharma Chakravarthy
GEOINFORMATICA
2011
12 years 11 months ago
A framework for regional association rule mining and scoping in spatial datasets
Wei Ding 0003, Christoph F. Eick, Xiaojing Yuan, J...
CORR
2010
Springer
172views Education» more  CORR 2010»
13 years 2 months ago
Integrating User's Domain Knowledge with Association Rule Mining
This paper presents a variation of Apriori algorithm that includes the role of domain expert to guide and speed up the overall knowledge discovery task. Usually, the user is inter...
Vikram Singh, Sapna Nagpal