top
A-Z20182019Previous ConferencesConference Articles
二维码
 
Articles
  • OpenAccess
  • Comparison of H5N1, H5N8, and H3N2 Using Decision Tree and Apriori Algorithm  [iCBBE 2015]
  • DOI: 10.4236/jbm.2015.36008   PP.49 - 53
  • Author(s)
  • S. P. Jang, K. H. Park, Y. L. Kim, H. N. Cho, T. S. Yoon
  • ABSTRACT

  • H3N2, H5N1 and H5N8 virus were wide-spread epidemic in South Korea. Especially in 2014 Korea, the serious outbreak of avian influenza caused by H5N8 took place, effecting not only birds but also dogs. Antibody of H5N8 virus was found on a dog which differentiated the virus from existing H3N2 canine virus. At this point, we wanted to find out why H5N8 was self-medicated in dogs and whether H5N8 would cross species boundaries and be fatal to dogs or other species. While H5N1 is avian influenza like H5N8, many cases of fatal infections among dogs caused by H5N1 have been reported. Another kind of avian influenza, H3N2 is most common type of canine influenza in Asia. With the use of decision tree and apriori algorithm, we could find out characteristics of H5N8 by comparing it with H5N1 and H3N2.

  • KEYWORDS
  • SARS, Neural Network, CoV Mpro, Distorted Key Theory, 8-Mers, 12-Mers
  • References
  • [1]
    Leea, J.H., Ahna, S.H., Pyuna, S.M., Janga, E.J. and Yoon, T. (2014) Analysis of Malaria Inducing P. falciparum, P. ovale, and P. vivax through Apriori Algorithm and Decision Trees.
    [2]
    Borgelt, C. and Kruse, R. (2002) Induction of Association Rules: Apriori Implementation. Compstat. Physica-Verlag HD.
    [3]
    Kim, D.Y., Kim, H.-J., Bae, J. and Yoon, T. (2015) Examining the Probability of the Critical Mutation of H5N8 by Comparing with H7N9 and H5N1 Using Apriori Algorithm and Support Vector Machine. International Journal of Computer Theory and Engineering, 7.
    [4]
    Lee, J.J. and Yoon, T. (2014) The New Approach on Fuzzy Decision Trees. International Journal of Fuzzy Logic Systems (IJFLS), 4.
    [5]
    Heo, C. and Yoon, T. (2014) Deeper Understanding about Attributes of HIV Employing Support Vector Machine. International Journal of Bioscience, Biochemistry and Bioinformatics, 4, 336-339.
    http://dx.doi.org/10.7763/IJBBB.2014.V4.366
    [6]
    Yun, J., Seo, J.W. and Yoon, T. (2014) The New Approach on Fuzzzy Decision Trees. International Journal of Fuzzy Logic Systems (IJFLS), 4.
    [7]
    Go, E., Lee, S. and Yoon, T. (2014) Analysis of Ebolavirus with Decision Tree and Apriori Algorithm. International Journal of Machine Learning and Computing, 4.
    [8]
    Lim, S.J., Heo, C., Hwang, Y. and Yoon, T. (2015) Analyzing Patterns of Various Avian In-fluenza Virus by Decision Tree. International Journal of Computer Theory and Engineering, 7.

Engineering Information Institute is the member of/source content provider to

http://www.scirp.org http://www.hanspub.org/ http://www.crossref.org/index.html http://www.oalib.com/ http://www.ebscohost.com/ http://www.proquest.co.uk/en-UK/aboutus/default.shtml http://ip-science.thomsonreuters.com/cgi-bin/jrnlst/jlresults.cgi?PC=MASTER&Full=journal%20of%20Bioequivalence%20%26%20Bioavailability http://publishers.indexcopernicus.com/index.php