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        學科、專業名稱
        計算機科學與技術
             
        碩士生導師
             
        伊衛國
        所獲學位及單位
        博士   大連海事大學
                 
        副教授
             
        軟件學院軟件教研室
              *
        0411-86223621
              *
        jiekexun98@163.com
             
        模式識別,人工智能,數據挖掘
        學習及工作經歷
        1998.09-2002.07,東北師范大學物理學院,本科,工學學士
        2002.09-2005.07,東北師范大學物理學院,碩士研究生,理學碩士
        2008.09-2012.12,大連海事大學信息科學技術學院,博士研究生,工學博士
        2005.07-2007.06  大連交通大學軟件學院       助 教
        2007.06-2012.06  大連交通大學軟件學院       講 師
        2012.06-至  今  大連交通大學軟件學院        副教授
        進修及訪學經歷
         
        承擔科研項目情況
        1.遼寧省教育廳計劃《基于智能技術的腦卒中診治規律研究》2013.1.1-2015.12.31,主持,3
        2.大連海事大學橫向課題《排序主題模型及其應用研究》2013.5-2014.5,技術負責人,2/3,1
        3.大連海事大學橫向課題《青少年自閉癥患者腦電測試與評估研究》2013.5-2013.12,技術負責人, 2/2,1.
        申請專利情況
         
        近五年發表論文、著作情況
        [1]     Yi Weiguo,Yan Lingwei,Lu Mingyu,Liu Zhi. A New Multi-Valued Attribute and Multi-Labeled Data Decision Tree Algorithm[J]. Information: An International Interdisciplinary Journal.16(7), July,2013:4771-4780
        [2]     Yi Weiguo, Lu Mingyu, Liu Zhi. Variable precision rough set based decision tree classifier[J], Journal of Intelligent & Fuzzy Systems 23 (2012) 61–70. (SCI\EI檢索)
        [3]     Wei-Guo Yi, Jing Duan, Ming-Yu Lu. Double-layer Bayesian Classifier Ensembles Based on Frequent Itemsets[J]. International Journal of Automation and Computing 9(2), April 2012, 215-220(EI檢索)
        [4]     YI Wei-Guo, LU Ming-Yu, LIU Zhi. Regression Analysis in the number of association rules.International Journal of Automation and Computing2011,8(1):78-82. (EI檢索)
        [5]     Yi Weiguo, Lu Mingyu, Duan Jing. An optimized multi-valued attribute and multi-labeled data decision tree algorithm[J]. ICIC Express Letters, 2011,5(8): 2639-2644. (EI檢索)
        [6]     Weiguo Yi,Mingyu Lu,Zhi Liu.Multi-valued Attribute and Multi-labeled Data Decision Tree Algorithm[J].International Journal of Machine Learning and Cybernetics.2011,2(2):67-74. (EI檢索)
        [7]     Yi Wei-guo, Duan Jing, Lu Ming-yu.Association Rule Discovery with Fuzzy Decreasing Support on Syndrome Differentiation and Medication in Coronary Heart Disease.the 3rd International Conference on BioMedical Engineering and Informatics (BMEI 2010), Yantai October16-18, 2010:2297-2301 (EI檢索)
        [8]     Weiguo Yi, Jing Duan, Mingyu Lu.Optimization of decision tree based on variable precision rough set. the 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI'10). Sanya,October23-24, 2010148-151 (EI檢索)
        [9]     Yi wei-guo, Liu yaqing,Yan lingwei. An Ontology-based Web Information Extraction Approach. The 2010 International Conference on Future Computer and Communication.2010. 132-136 (EI檢索)
        [10]  Yi Wei-guo, Lu Ming-yu, Liu Zhi.Research on Time-validity and Incremental Association Rules.The 1st International Conference on Information Science and Engineering (ICISE2009), Nanjing, Dec 18-20, 2009967-970 (EI檢索)
        [11]  Wei-guo Yi, Ming-yu Lu, Zhi Liu, Xu Hao. Association Rule Discovery with Fuzzy Decreasing Support on Syndrome Differentiation in Coronary Heart Disease, 2009 2th International Conference on BioMedical Engineering and Informatics, Tianjin, 2009:2173-2177 (EI檢索)
        [12]  Zheng-kui Lin, Wei-guo Yi, Ming-yu Lu, Zhi Liu, Xu Hao. Correlation Research of Association Rules and Application in the Data about Coronary Heart Disease, The International Conference of Soft Computing and Pattern Recognition (SoCPaR 2009). (EI檢索)
        [13]  劉智,伊衛國,魯明羽等.向量法挖掘冠心病數據的關聯規則研究[J].計算機工程,2010,36(6): 42-44.
        [14]  Yan Lingwei,Yi Weiguo.Research of Mining Effective Weighted Association Rules.2010 3rd International Conference on Biomedical Engineering and Informatics(BMEI2010) . (EI檢索)  
        [15]  Yan Lingwei,Yi Weiguo.Mining Efficacious Association Rules under Length-Decreasing Support Constraint.2010 International Conference on Artificial Intelligence and Computational Intelligence . (EI檢索)
        [16]  LIU Zhi, LU Mingyu,Yi Weiguo, XU Hao. An Efficient Association Rules Mining Algorithm Based on Coding and Constraints. 2009 2th International Conference on BioMedical Engineering and Informatics, Tianjin, 2009:2160-2164(EI檢索)
        [17]  Jing Duan, Zhengkui Lin, Weiguo Yi, and Mingyu Lu.Scaling up the Accuracy of Bayesian Classifier Based on Frequent Itemsets by M-estimate.AICI 2010, Part I, LNAI 6319, pp. 357--364. Springer, Heidelberg(2010) . (EI檢索)
        [18]  Zhi Liu, Mingyu Lu, Weiguo Yi.Correlation Analysis of Association Rules Based on Piecewise Nonlinear Regression.2010 3rd International Conference on Environmental and Computer Science,143-148(EI檢索
        獲獎及個人榮譽
        08年獲大連交通大學教學優秀獎
        社會兼職情況
        國外期刊Computers & Electrical Engineering審稿專家
        計算機集成制造期刊常駐審稿專家
        指導研究生情況
        已指導畢業研究生人數
        碩士:0
        正在指導研究生人數
        碩士:0
        所指導研究生獲獎情況
        承擔研究生課程名稱
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