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13 篇文献
 
A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets  
Frequent itemset mining is an important problem in the data mining area. Extensive efforts have been devoted to developing efficient algorithms for mining frequent itemsets. However, not much attentio......
Proceedings of The Vldb Endowment  2013
0次引用 0 0
MACHINE LEARNING IN BIOINFORMATICS: ALGORITHMS, IMPLEMENTATIONS AND APPLICATIONS  
0次引用 0 0
Microbial genotype-phenotype mapping by class association rule mining  
Motivation: Microbial phenotypes are typically due to the concerted action of multiple gene functions, yet the presence of each gene may have only a weak correlation with the observed phenotype. Hence......
Bioinformatics/computer Applications in The Biosciences  2008
2次引用 0 0
Member Member  
Many methods have been studied for mining association rules efficiently. However, because these methods usually generate a large number of rules, it is still a heavy burden for the users to find the m......
0次引用 0 0
Feature Article: Yuefeng Li and Jingtong Wu 21 Summarization of Association Rules in Multi-tier Granule Mining  
Abstract—It is a big challenge to find useful associations in databases for user specific needs. The essential issue is how to provide efficient methods for describing meaningful associations and prun......
0次引用 0 0
Towards exploratory hypothesis testing and analysis  
Hypothesis testing is a well-established tool for scientific discovery. Conventional hypothesis testing is carried out in a hypothesis-driven manner. A scientist must first formulate a hypothesis base......
International Conference on Data Engineering  2011
2次引用 0 0
A Nonlinear Model to Rank Association Rules Based on Semantic Similarity And Genetic Network Programming  
Many methods have been studied for mining association rules efficiently. However, because these methods usually generate a large number of rules, it is still a heavy burden for the users to find the m......
1次引用 0 0
Evaluating Statistical Tests on OLAP Cubes to Compare Degree of Disease  
Statistical tests represent an important technique used to formulate and validate hypotheses on a dataset. They are particularly useful in the medical domain, where hypotheses link disease with medica......
IEEE Transactions on Information Technology in Biomedicine  2009
19次引用 0 0
Managing large collections of data mining models  
Communications of The ACM  2008
3次引用 0 0
Cube Based Summaries of Large Association Rule Sets  
A major problem when dealing with association rules post-processing is the huge amount of extracted rules. Several approaches have been implemented to summarize them. However, the obtained summaries a......
Advanced Data Mining and Applications  2010
0次引用 0 0

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