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Scientific Research
林晓惠
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Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
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Li, Chao, Luo, Xiao, Qi, Yanpeng, Gao, Zhenbo, Lin, Xiaohui, XH (reprint author), Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Peoples R China..A new feature selection algorithm based on relevance, redundancy and complementarity[J],COMPUTERS IN BIOLOGY AND MEDICINE,2020,119
Lin, Xiaohui, Li, Chao, Ren, Weijie, Luo, Xiao, Qi, Yanpeng, XH (reprint author), Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Peoples R China..A new feature selection method based on symmetrical uncertainty and interaction gain[J],COMPUTATIONAL BIOLOGY AND CHEMISTRY,2019,83:107149
Su, Benzhe, Qiao, Youlin, Xu, Guowang, Luo, Ping, Yang, Zhao, Yu, Pei, Li, Zaifang, Yin, Peiyuan, Zhou, Lina, Fan, Jinhu, Huang, Xin, Lin, Xiaohui.A novel analysis method for biomarker identification based on horizontal relationship: identifying potential biomarkers from large-scale hepatocellular carcinoma metabolomics data[J],ANALYTICAL AND BIOANALYTICAL CHEMISTRY,2019,411(24,SI):6377-6386
Huang, Xin, Lin, Xiaohui, Zhou, Lina, Su, Benzhe, XH (reprint author), Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Peoples R China..Analyzing omics data by pair-wise feature evaluation with horizontal and vertical comparisons.[J],Journal of pharmaceutical and biomedical analysis,2018,157:20-26
林晓惠.Selecting Feature Subsets Based on SVM-RFE and the Overlapping Ratio with Applications in Bioinformatics[J],Molecules,2018,23(1):52-
Lin Xiaohui, Li Chao, Zhang Yanhui, Su Benzhe, Fan Meng, Wei Hai, Lin, XH (reprint author), Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Peoples R China..Selecting Feature Subsets Based on SVM-RFE and the Overlapping Ratio with Applications in Bioinformatics.[J],Molecules (Basel, Switzerland),2017,23(1)
Patents
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一种生物标志物筛选方法
利用L-EDA筛选卵巢癌体液预后标记物的方法
一种通用的气相色谱-质谱全组分定量分析方法
一种基于保留时间锁定气相色谱四极杆质谱选择性离子扫描的化学轮廓分析方法
一种生物标志物筛选方法
一种基于动态网络图分析的时间序列数据处理方法
Published Books
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Research Projects
代谢组学中时间序列算法及应用研究, 国家自然科学基金项目, 2013/09/25-2017/12/31, 结题