於東軍，男，1993 年 7 月至 2000 年 2 月就讀於江蘇科技大學 ( 原華東船舶工業學院 ) 電子信息學院計算機套用專業，獲學士和工學碩士學位。 2000 年 2 月至 2003 年 6 月就讀於南京理工大學計算機科學與技術學院模式識別與智慧型系統專業，獲工學博士學位，同年留校任教。南京理工大學青年骨幹教師，江蘇省計算機學會高級會員，中國計算機學會會員，2008年英國The University of York訪問學者。
基本介紹
- 中文名：於東軍
- 國籍：中國
- 民族：漢族
- 性別：男
人物經歷,研究方向,主要貢獻,
人物經歷
1993 年 7 月至 2000 年 2 月就讀於江蘇科技大學 ( 原華東船舶工業學院 ) 電子信息學院計算機套用專業，獲學士和工學碩士學位。 2000 年 2 月至 2003 年 6 月就讀於南京理工大學計算機科學與技術學院模式識別與智慧型系統專業，獲工學博士學位，同年留校任教。南京理工大學青年骨幹教師，江蘇省計算機學會高級會員，中國計算機學會會員，2008年英國The University of York訪問學者。
研究方向
主要從事模式識別、生物信息學及數據挖掘等方面的研究工作。
主要貢獻
Dong-Jun Yu, Jun Hu, Xiaowei Wu, Hong-Bin Shen, Jun Chen, Zhenmin Tang, Jian Yang, and Jingyu Yang. Learning Protein Multi-View Features in Complex Space, Amino Acids. 2013, 44(5): 1365-1379.
Dong-Jun Yu, Jun Hu, Yan Huang, Hong-Bin Shen, Yong Qi, Zhen-Min Tang and Jing-Yu Yang: TargetATPsite: A Template-free Method for ATP Binding Sites Prediction with Residue Evolution Image Sparse Representation and Classifier Ensemble, Journal of Computational Chemistry. 2013, 34: 974-985. (Inside Cover Story).
Dong-Jun Yu, Jun Hu, Zhen-Min Tang, Hong-Bin Shen, Jian Yang, and Jing-Yu Yang. Improving Protein-ATP Binding Residues Prediction by Boosting SVMs with Random Under-Sampling. Neurocomputing. 2013, 104: 180-190.
Dong-Jun Yu, Hong-Bin Shen and Jing-Yu Yang. SOMPNN: An Efficient Non-Parametric Model for Predicting Transmembrane Helices. Amino Acids. 2012, 42(6): 2195-2205.
Dong-Jun Yu, Xiao-Wei Wu, Hong-Bin Shen, Jian Yang, Zhen-Min Tang, Yong Qi, and Jing-Yu Yang. Enhancing Membrane Protein Subcellular Localization Prediction by Parallel Fusion of Multi-View Features. IEEE Transactions on NanoBioscience. 2012,11(4): 375-385.
Dong-Jun Yu, Hong-Bin Shen and Jing-Yu Yang. SOMRuler: A Novel Interpretable Transmembrane Helices Predictor. IEEE Transactions on NanoBioscience. 2011,10(2):121-128.
Ya-Nan Zhang^, Dong-Jun Yu^, Shu-Sen Li, Yong-Xian Fan, Yan Huang, and Hong-Bin Shen. Predicting protein-ATP binding sites from primary sequence through fusing bi-profile sampling of multi-view features. BMC Bioinformatics, 2012, 13(1):118.
Xi-Bei Yang, Dong-Jun Yu, Jing-Yu Yang, Xiao-Ning Song. Difference Relation-based Rough Set and Negative Rules in Incomplete Information System. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2009, 17(5): 649-665.
Xi-Bei Yang, Dong-Jun Yu, Jing-Yu Yang, Li-Hua Wei. Dominance-based Rough Set Approach to Incomplete Interval-valued Information System. Data & Knowledge Engineering, 2009, 68(11):1331-1347.
於東軍, 吳小俊, Edwin R. Hancock, 楊靜宇. 廣義SOM及其在人臉性別識別中的套用. 計算機學報. 2011,34(9):1719-1725.
Dong-Jun Yu, Jun Hu, Jian-Hua Xie, Yong Qi, and Zhen-Min Tang. Supervised Kernel Self-Organizing Map. 2012 Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (IScIDE 2012). LNCS 7751, pp. 246--253. Springer, Heidelberg (2013).
Dong-Jun Yu, Xiao-Wei Wu, and Wei-Wei Yang. Gender Determination from Single Facial Image by Utilizing Surface Shape Information. Communications in Computer and Information Science, Vol. 288: 696-705. Springer, Heidelberg, 2012.
Dong-Jun Yu, Hancock, E.R., Smith, W.A.P.. Learning a Self-organizing Map Model on a Riemannian Manifold. Proceeding of Thirteenth IMA Conference on the Mathematics of Surfaces, Springer Verlag, Lecture Notes in Computer Science, Volume 5654. pages 375-390, 2009.
Dong-Jun Yu, Jian-Feng Lu, Jing-Yu Yang. Geodesic Discriminant Analysis on Curved Riemannian Manifold. The Sixth International Conference on Fuzzy Systems and Knowledge Discovery, IEEE Computer Society, vol. 5, pp.379-383, 2009[
