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Li Zhi

Work place: College of science, Huazhong agricultural university, Wuhan, P.R. China

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Research Interests: Computer systems and computational processes, Data Mining, Data Structures and Algorithms, Mathematical Software

Biography

LI Zhi (1977- ), male, Wuhan, China, Associate Professor, his research directions include data mining and mathematical modeling.

Author Articles
Prediction of Drought Resistance Gene with Clustered Amino Acid Features

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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