人物經(jīng)歷
1993 年 7 月至 2000 年 2 月就讀于江蘇科技大學(xué) ( 原華東船舶工業(yè)學(xué)院 ) 電子信息學(xué)院計(jì)算機(jī)應(yīng)用專業(yè)，獲學(xué)士和工學(xué)碩士學(xué)位。 2000 年 2 月至 2003 年 6 月就讀于南京理工大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)學(xué)院模式識(shí)別與智能系統(tǒng)專業(yè)，獲工學(xué)博士學(xué)位，同年留校任教。南京理工大學(xué)青年骨干教師，江蘇省計(jì)算機(jī)學(xué)會(huì)高級(jí)會(huì)員，中國(guó)計(jì)算機(jī)學(xué)會(huì)會(huì)員，2008年英國(guó)The University of York訪問(wèn)學(xué)者。
研究方向
主要從事模式識(shí)別、生物信息學(xué)及數(shù)據(jù)挖掘等方面的研究工作。
主要貢獻(xiàn)
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(shí)別中的應(yīng)用. 計(jì)算機(jī)學(xué)報(bào). 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[