Role Of Clustering On Gene Data
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International Journal of Computer & Organization Trends (IJCOT) | |
© 2013 by IJCOT Journal | ||
Volume-3 Issue-4 |
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Year of Publication : 2013 | ||
Authors : Mayilvaganan.M, Hemalatha R |
Citation
Mayilvaganan.M, Hemalatha R . "Role Of Clustering On Gene Data" . International Journal of Computer & organization Trends (IJCOT), V3(4):31-33 Jul - Aug 2013, ISSN 2249-2593, www.ijcotjournal.org. Published by Seventh Sense Research Group.
Abstract
This Data mining is the process of finding correlations or patterns among dozens of fields in large relational databases. Clustering algorithm used to find groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups .Here this algorithm is applied to find no of occurrences for the gene dataset. After that T is replaced by U. Comparisons are made based on the Execution time and memory efficiency in finding frequent patterns. The performance is analysed based on the different no of instances and confidence in gene data set. The occurrences for modified data and original data are compared together to find cluster structure.
References
[1] Role of Association Rule Mining in Numerical and numerical Data. Bhavani K, Hemalatha.R
[2] Survey of clustering data mining techniques. Pavel Berkhin.
[3] Comparison between clustering algorithm. Osama abu abbas.
[4] Supervised clustering algorithm and benefits. ChristopF.Eick.
[5] Bayardo, Roberto J., Jr.; Agrawal, Rakesh; Gunopulos, Dimitrios (2000). "Constraint-based rule mining in large, dense databases". Data Mining and Knowledge Discovery (2): 217–240. doi:10.1023/A:1009895914772.
[6] Webb, Geoffrey I. (2000); Efficient Search for Association Rules, in Ramakrishnan, Raghu; and Stolfo, Sal; eds.; Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2000), Boston, MA, New York.
[7] http://www.b3intelligence.com/NumericalDataMinig.html
[8] http://en.wikipedia.org/wiki/Numerical_analysis
[9] http://www.saedsayad.com/zeror.html
[10] http://www.cogsys.wiai.unibamberg.de/teaching/ss05/ml/slides/cogsysII-6.pdf
[11] http://www.slideshare.net/totoyou/covering-rulesbased-algorithm
[12] M.Anandavalli , M.K.Ghose , K.Gouthaman ,”Association Rule Mining in Genomics”,International journal of computer Theory and engineering ,Vol.2,No.2 April,2010.
[13] Arun.K.Pujari”data mining techniques “,Universities Press (india) private limited.2001.
[14] F.Braz,”A review of the association rules data mining techniques for the analysis of gene expressions”
[15] Douglas Trewartha, ”Investigating data mining in MATLAB “,Rhodes University 2006.
Keywords
Cluster algorithm.