Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Fast Algorithms for Mining Emerging Patterns
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
MiRABIT: A New Algorithm for Mining Association Rules
SCCC '02 Proceedings of the XII International Conference of the Chilean Computer Science Society
Frequent pattern mining: current status and future directions
Data Mining and Knowledge Discovery
Top 10 algorithms in data mining
Knowledge and Information Systems
GenMiner: Mining Informative Association Rules from Genomic Data
BIBM '07 Proceedings of the 2007 IEEE International Conference on Bioinformatics and Biomedicine
The Optimization and Improvement of the Apriori Algorithm
IITAW '08 Proceedings of the 2008 International Symposium on Intelligent Information Technology Application Workshops
A Vector Operation Based Fast Association Rules Mining Algorithm
IJCBS '09 Proceedings of the 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing
ACE '10 Proceedings of the 2010 International Conference on Advances in Computer Engineering
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Research on biological science is an emerging and critical task to solve crucial problems, especially in prediction of diseases, drug discovery, etc. Our approach aims at extracting the hidden and the most dominating amino acids among the infected protein sequence which causes some infections in human. We handle this problem by predicting patterns without using candidate generation and apply strong association rules over the predicted patterns. The dominating amino acids have been identified using support and confidence measure threshold. We found that association rules can reveal biologically relevant associations between different gene and gene expressions, protein and protein sequences. We have applied this technique over the chromaffin tumor found in the adrenal glands of a human kidney and found the results to be positive.