Work place: College of science, Huazhong agricultural university, Wuhan, P.R. China
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Research Interests: Computer systems and computational processes, Data Structures and Algorithms, Combinatorial Optimization, Models of Computation
Biography
XIONG Hui-juan (1982- ), female, Wuhan, China, instructor, Ph. D., her research directions include numerical optimization and intelligence computation.
By Xia Jingbo Shi Feng Hu Xuehai Li Zhi Song Chaohong Xiong Huijuan
DOI: https://doi.org/10.5815/ijisa.2012.11.07, Pub. Date: 8 Oct. 2012
Drought resistant gene plays important role in molecular breeding while little is known for its genetic mechanism. By extracting the clustered amino acids features, crucial numerical features are inferred for the resistance property of the given gene. Support vector machine algorithm is used to testify the reliability of feature extraction method. After carefully parameters choosing, the accuracy of the predictor achieves 79.36% in Jack-knife test, and the Mathews correlation coefficient achieves 0.5636.
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