ISBN: 978-981-11-3671-9 DOI: 10.18178/wcse.2017.06.028
Data Mining of Influenza A: H3N8, H7N3, and H7N7
Abstract— Each type of Influenza A has specific target animals. Among them, H3N8 only infects equine
and H7N3 infects only human, but H7N7 infects both species. However, all of them are very fatal to the
environment. Thus, by analyzing the amino acid sequence of H3N8, H7N3, and H7N7 using Apriori,
Decision tree, K-means, and SVM algorithm, we found differences and similarities among the viruses that
contribute to their target animals.
Index Terms— Influenza A, apriori, decision tree, K-means, SVM
Seunghee Han, Jungeun Huh, Taeseon Yoon
Hankuk Academy of Foreign Studies, KOREA
Cite: Seunghee Han, Jungeun Huh, Taeseon Yoon, "Data Mining of Influenza A: H3N8, H7N3, and H7N7," Proceedings of 2017 the 7th International Workshop on Computer Science and Engineering, pp. 160-165, Beijing, 25-27 June, 2017.