科研方向
云計算、大數(shù)據(jù)、生物信息學、計算機網(wǎng)絡
著述成果
先后主持國家級和省部級課題5項,主編出版教材3部,在《BMC Genomics》《BMC Bioinformatics》等國際著名期刊發(fā)表論文30篇,其中SCI收錄5篇,EI、ISTP收錄12篇,申請計算機軟件著作權(quán)登記3項。
科研項目
私有云運維管理平臺研發(fā)及應用K1403145-11 | 長沙市科技計劃重點項目 | 2014-2015 | 20 | 主持 |
微陣列基因表達數(shù)據(jù)雙聚類算法研究04-0177 | 引進高層次人才科研啟動基金 | 2011-2013 | 3.5 | 主持 |
生物信息學中多目標優(yōu)化關(guān)鍵技術(shù)研究09A105 | 湖南省教育廳重點科研項目 | 2009-2011 | 5 | 主持 |
基于模糊神經(jīng)網(wǎng)絡的森林火災事故處理專家系統(tǒng)0209 | 學校青年基金 | 2003-2006 | 1 | 主持 |
實時分布式系統(tǒng)中動態(tài)負載均衡的研究0118 | 高層次人才基金 | 2003-2006 | 2 | 主持 |
合作教育培養(yǎng)IT創(chuàng)新型人才 | 學校教改 | 2003-2006 | 0.4 | 主持 |
數(shù)據(jù)挖掘中若干關(guān)鍵類算法的研究60573057 | 國家自然科學基金 | 2006-2008 | 25 | 參與 |
基于模式分析核方法的生物信息研究07026B | 學校青年基金 | 2007-2009 | 0.5 | 主持 |
住宅小區(qū)物業(yè)管理軟件[簡稱:RAPMS]1.0 2012SR090281 | 軟件著作權(quán)登記 | 2012-6-5 2012-9-22 | ? | ? |
內(nèi)部車輛信息管理軟件 2009SR020178 | 軟件著作權(quán)登記 | 2009.2.15 2009.6.1 | ? | ? |
企業(yè)物資采購管理軟件v1.1 2013SR145959 | 軟件著作權(quán)登記 | 2013.5.10 2014.12.14 | ? | ? |
期刊論文
[1]? Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming, Liu Feifei. Multi-objective dynamic population shuffled frog-leaping biclustering of microarray data. BMC Genomics. 2012, 13(S3) : 1534-1548. SCI影響因子:4.21,ISSN:1471-2164
[2] Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Dynamic Biclustering of Microarray Data by Multi-Objective Immune Optimization. BMC Genomics. 2011, 12(S6) :1912-1930 . SCI影響因子:4.21 ISSN:1471-2164
[3] Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Biclustering of microarray data with MOSPO based on crowding distance. BMC Bioinformatics. 2009, 10(S4): 1622-1631. SCI影響因子:3.78 ?ISSN: 1471-2105
[4] Junwan Liu, Li zhoujun, Hu Xiaohua, Chen Yiming. Multi-Objective Evolutionary Algorithm for Mining 3D Clusters in Gene-sample-time Microarray Data. In Proceedings of IEEE International Conference on Granular Computing: Hangzhou, China. 2008: 442-447.
[5] Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Multi-objective Ant Colony Optimization Biclustering of Microarray Data. In Proceedings of the 2009 IEEE International Conference on Granular Computing: Aug 17-19, 2009; Nanchang, China. 2009: 424-429.
[6] Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Microarray Biclustering with Crowding Based MOACO. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine(BIBM2009): Nov. 1-4, 2009; Washington D.C., USA. 2009: 170-173.
[7] Junwan Liu, Li Zhoujun, Chen Yiming. Microarray Data Biclustering with Multi-Objective Immune Algorithm. In Proceedings of The 5th International Conference on Natural Computation: 14-16 August, 2009; Tianjin, China. Edited by H. Wang, et al.: IEEE Computer Society; 2009: 200-204.
[8] Junwan Liu, Li zhoujun, Hu Xiaohua, Chen Yiming. MOACO Biclustering of Gene Expression Data. International Journal of Functional Informatics and Personalised Medicine? (IJFIPM). 2010, 3(1): 58-72.
[9] Junwan Liu, Chen Yiming. Dynamic Biclustering of Microarray Data with MOPSO. In Proceedings of 2010 IEEE International Conference on Granular Computing: San Jose, CA 2010: 330 - 334
[10]Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Online MOACO Biclustering of Microarray Data. In Proceedings of GrC 2011: Nov. 8-10; Garden Villa, Kaohsiung, Taiwan. 2011: 427-432.
[11]Junwan Liu, Li Zhoujun, Hu Xiaohua, Chen Yiming. Multiobjective Optizition Shuffled Frog-leaping Biclustering. In Proceedings of 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops: Nov. 12-15; Atlanta, Georgia,? USA. 2011: 151-156.
[12]Junwan Liu, Li Zhoujun, Liu Feifei, Chen Yiming. Multi-Objective Particle Swarm Optimization Biclustering of Microarray Data. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine(BIBM2008): Nov 3-5, 2008; Philadelphia, PA, USA. 2008: 363-366.
[13] 李舟軍,陳義明,劉軍萬,陳火旺. 蛋白質(zhì)相互作用研究中的計算方法綜述. 計算機研究與發(fā)展, 45(12), pp 2129-2137, 2008.
[14] 劉軍萬,李舟軍,陳義明. 三維微陣列數(shù)據(jù)的多目標進化聚類. 計算機工程與科學, 30(12): 128-130, 2008.
[15] 劉軍萬,李舟軍,陳義明,劉飛飛. 微陣列數(shù)據(jù)的多目標免疫優(yōu)化雙聚類. 生物信息學, 7(3): 234-237, 2009.
[16] 劉軍萬,李舟軍,劉飛飛. 基于σ 選擇MOEA的微陣列數(shù)據(jù)三維聚類挖掘. 中南林業(yè)科技大學學報, 29(1):92-100, 2009.