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» New Algorithms for Fast Discovery of Association Rules
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IEAAIE
2005
Springer
15 years 3 months ago
Mining Generalized Association Rules on Biomedical Literature
The discovery of new and potentially meaningful relationships between concepts in the biomedical literature has attracted the attention of a lot of researchers in text mining. The ...
Margherita Berardi, Michele Lapi, Pietro Leo, Corr...
115
Voted
IDA
2002
Springer
14 years 9 months ago
Optimization of association rule mining queries
Levelwise algorithms (e.g., the Apriori algorithm) have been proved eective for association rule mining from sparse data. However, in many practical applications, the computation ...
Baptiste Jeudy, Jean-François Boulicaut
SDM
2011
SIAM
230views Data Mining» more  SDM 2011»
14 years 15 days ago
Multidimensional Association Rules in Boolean Tensors
Popular data mining methods support knowledge discovery from patterns that hold in binary relations. We study the generalization of association rule mining within arbitrary n-ary ...
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, J...
CORR
2010
Springer
172views Education» more  CORR 2010»
14 years 8 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
CORR
2004
Springer
115views Education» more  CORR 2004»
14 years 9 months ago
An Algorithm for Quasi-Associative and Quasi-Markovian Rules of Combination in Information Fusion
: In this paper one proposes a simple algorithm of combining the fusion rules, those rules which first use the conjunctive rule and then the transfer of conflicting mass to the non...
Florentin Smarandache, Jean Dezert