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Article; Bioinformatics

Clustering performance comparison using K-means and expectation maximization algorithms

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Pages S44-S48 | Received 20 Mar 2014, Accepted 19 Jun 2014, Published online: 06 Nov 2014

References

  • Madhulatha TS. An overview on clustering methods. IOSR J Eng. 2012;2(4):719–725.
  • Singh M, Kaur K, Singh B. Cluster algorithm for genetic diversity. World Acad Sci Eng Technol. 2008;2(6):432–436.
  • Ahuja S. Clustering in expert system. In: Marwaha S, Malhora PK, Goyal RC, Arora A, Singh P, editors. Development of expert system in agriculture [E-book]. New Delhi: Indian Agricultural Statistics Research Institute (ICAR) ; 2014. Available from: http://www.iasri.res.in/ebook/expertsystem/Home.htm
  • Shukla SK, Rungta S, Sharma LK. Self organizing map based clustering approach for trajectory data. Int J Comput Trends Technol. 2012;3(3):321–324.
  • Bilmes JA. A gentle tutorial of the EM algorithm and its application to parameter estimation for gaussian mixture and hidden Markov models. Berkeley (CA): International Computer Science Institute; 1998.
  • Jung YG, Lim MJ, Choi YJ. Using PCA and random projections to compare preference of performance. Int J Multimedia Ubiquitous Eng. 2012;7(2):469–472.
  • Jung YG, Kito Y, Kang MS. Quality assessment using logistic regression analysis. Paper presented at: International Symposium on Advanced and Applied Convergence; 14–16 Nov 2013; Seoul (Korea).
  • Frank E, Hall M, Trigg L, Holmes G, Witten IH. Data mining in bioinformatics using Weka. Bioinformatics. 2004;20(15):2479–2481.