陳淵，男，1987年5月生。博士，湖南農業大學植物保護學院副教授，碩士研究生導師。
基本介紹
教育背景,研究領域,學術成果,
教育背景
2013/09–2016/12 湖南農業大學，生物信息學專業，博研畢業，博士；
2009/09–2012/07 湖南農業大學，生物信息學專業，研究生畢業，碩士；
2005/09–2009/07 湖南農業大學，生物信息學專業，本科畢業，學士。
研究領域
生物信息學、生物複雜數據分析/測序數據分析
學術成果
主持的主要科研項目
國家自然科學基金青年項目：基於普適性關聯基因的共表達網路構建(61701177)，主持
湖南省自然科學基金青年項目：基於普適性關聯基因的共表達網路構建（2018JJ3225），主持
湖南農業大學自然科學基金青年項目：水稻產量相關的基因-基因互作篩選及共表達網路構建（18QN08），主持
作物種質創新與資源利用重點實驗室開放項目：水稻互作基因篩選及共表達網路構建（18KFXM08），主持
國家自然科學基金面上項目：基於支持向量機的稻田蟲害預測方法研究(31772157) 排名第二
國家自然科學基金青年項目：基於變數選擇與訓練群體最佳化的植物基因組選擇方法研究（31701164 ）排名第三
湖南省教育廳科學研究項目：基於多變數關聯網路的直接分類及其套用(17A096) 排名第二
湖南省教育廳科學研究項目：水稻產量雜種優勢與配合力的全基因組關聯分析（118），排名第三
主要論文成果
Yuan Chen, Zhiming Ye, YanfangZhang, Wenxi Xie, Qingyun Chen, Chunhong Lan, Xiujia Yang, Huikun Zeng, YanZhu, Cuiyu Ma, Haipei Tang, Qilong Wang, Junjie Guan, Sen Chen, Fenxiang Li,Wei Yang, Huacheng Yan, Xueqing Yu and Zhenhai Zhang. A Deep Learning Model forAccurate Diagnosis of Infection Using Antibody Repertoires. The Journal ofImmunology. 2022; 208:2675-2685. (IF: 5.426)
CaoD, Chen Y,Chen J, et al. An improved algorithm for the maximal information coefficientand its application. Royal Society Open Science, 2021, 8(2): 201424. (IF:3.653)
YeJ, Yang J, Yu J, Tan S, Luo F, Yuan Z, ChenY. A Chi-MIC Based Adaptive Multi-Branch Decision Tree[J]. IEEE Access,2021, 9: 78962-78972. (IF: 3.476)
ZhemingYuan, Yi Xiao, Zhijun Dai, Jianjun Huang, Zhenhai Zhang, Yuan Chen*. Modelling the effects ofWuhan’s lockdown during COVID-19, China. Bulletin of the World Health Organization, 2020, 98:484-494. (IF:13.831)
LiYuting Dai Zhijun, Cao Dan,Luo Feng Luo, Chen Yuan*, ZhemingYuan*.Chi-MIC-share: a new feature selection algorithm for quantitativestructure-activity relationship models. RSC Advance, 2020, 10, 19852-19860.(IF: 4.036).
QifeiWang , Haojian Zhang, Yuqing Liang, Heling Jiang, Siqiao Tan, Feng Luo, ZhemingYuan, Yuan Chen*. A novel method to efficiently highlight nonlinearlyexpressed genes. Frontiers in Genetics, 2020, 10: 1410. (IF: 4.772)
QifeiWang , Haojian Zhang, Yuqing Liang, Heling Jiang, Siqiao Tan, Feng Luo, ZhemingYuan, Yuan Chen*. A novel method to efficiently highlight nonlinearlyexpressed genes. Frontiers in Genetics, 2020, 10: 1410. (IF: 4.772)
袁哲明, 楊晶晶, 陳淵*. 基於最大信息係數與冗餘分攤的特徵選擇方法[J]．計算機工程. 2020.46(8): 101-105
Chen Yuan, Cao Dan, Jun Gao, Yuan Zheming*. Discovering Pair-wise Synergies in Microarray Data. Scientific Reports, 2016; 6: 30672 (SCI, IF 5.23)
Chen Yuan, Zeng Ying, Luo Feng, Yuan Zheming*. A New Algorithm to Optimize Maximal Information Coefficient. PLoS ONE, 2016 11(6): e0157567 (SCI, IF 3.06)
Chen Yuan, Wang Lifeng, Li Lanzhi, Zhang Hongyan, Yuan Zheming*. Informative gene selection and the direct classification of tumors based on relative simplicity. BMC bioinformatics, 2016, 17(1): 1. (SCI, IF 2.44)
Chen Yuan, Zhou Wei, Wang Haiyan, Yuan Zheming*. Prediction of O-glycosylation sites based on multi-scale composition of amino acids and feature selection. Medical & biological engineering & computing, 2015, 53(6): 535-544. (SCI, IF 1.80)
Xing Pengwei†, Chen Yuan†(Co-first author), Gao Jun, Yuan Zheming. A fast approach to detect gene-gene synergy. Scientific Reports, 2017, 7(1).
Xiang Yan†, Chen Yuan†(Co-first author), Tan Siqiao, Yuan Zheming*. Predicting O-glycosylation Sites by Combining Three Different Types of Features. Progress in Biochemistry and Biophysics, 2016, 43(7): 1~8 (SCI, IF 0.22)
Deng Xiaolong, Tan Siqiao, Chen Yuan*(Co-corresponding author), Yuan Zheming*. QSAR Study on the toxicities of alcohols and phenols based on minimal redundancy maximal relevance and distance correlation feature selection methods. Research Journal Biotechnology, 2016, 11(6):81-90. (SCI, IF 0.24).
袁哲明，張弘楊，陳淵*. 基於特徵選擇和支持向量機的HIV-1型蛋白酶剪下位點預測. 吉林大學學報(工學版), 2017,47(2):639-646. ( EI ).
