西安电子科技大学计算机科学与技术学院导师教师师资介绍简介-张军英

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基本信息
张军英
　
教授
博士生导师
校学科带头人
IEEE会员
中国电子学会高级会员
中国自动化学会高级会员
陕西省图形图像学会理事

博士学科：智能信息处理
硕士学科：计算机应用
工作单位：计算机学院

联系方式
通信地址：
西安电子科技大学计算机学院161#信箱
电子邮箱：
jyzhang@xidian.edu.cn
joanna1531@gmail.com
办公电话：

办公地点：
主楼一区420对面

个人简介
张军英，女，博士、教授、博导，西安电子科技大学学科带头人。IEEE会员, 中国电子学会高级会员，中国计算机学会高级会员，陕西省应急管理专家，陕西省西部地区出国选派评审专家，国家留学基金项目评审专家、国家自然科学基金项目评审专家、陕西省教育厅自然科学基金项目评审专家，宁波市科技计划项目评审专家、北京市自然科学基金项目评审专家等；中国科学、自动化学报、电子学报、Neurocomputing，Digital Signal processing，BMC Bioinformatics，ACM Computing Surveys等刊物的论文评审专家。
1982年毕业于西安理工大学自动控制专业
1985年获得西安电子科技大学计算机应用专业硕士学位
1998年获得西安电子科技大学信号与信息处理专业博士学位
1998年获得教授职称
2000年获得校学术带头人头衔
2004年获得校学科带头人头衔
2001-2002年，受国家留学基金委选派在美国作访问****一年，2004年应邀在香港中文大学作访问****三个月，2007年并应邀在美国Virginia Tech大学做访问教授半年。
在科研方面，先后主持国家（青年）自然科学基金项目（负责人）、国家自然科学基金项目（3项）、*科研项目*、国家重点实验室开放基金项目（6项）、国家留学回国基金项目、陕西省科技攻关项目、十五*科研项目*（参加人）、并作为主要完成人参与了美国国家健康研究院的立项项目（参加人）以及香港中文大学的立项项目的研究工作，获2004年国家教育部提名国家自然科学一等奖1项、陕西省科研成果二等奖1项、获电子部优秀科技青年称号、校优秀青年教师一等奖、青年讲课竞赛二等奖等奖励。所撰写的论文分别发表在《J.VLSI SP》、《Computational Intelligence and Neuroscience》、《Information Technology Journal》、《IEEE Transactions on Information Technology in Biomedicine》、《IEEE Transactions on Nuclear Science》、《IEEE Transactions on NanoBioscience》、《自然科学进展》、《中国科学》、《Science in China》、《电子学报》、《自动化学报》、《通信学报》、《物理学报》、《控制与决策》、《光电子与激光》、《Applied Intelligence》等一批国内外有重要影响的学术刊物上以及ICIP、ICNNSP、ICSP等一系列国际重要学术会议上。
长期从事计算生物信息学、分子成像、DNA微阵列数据分析、人工神经网络、模式识别、遗传算法、智能信息处理和图像处理、雷达自动目标识别等方面的研究工作，已发表学术论文80余篇。

主要研究方向
计算生物信息学，包括与癌症成因与癌症诊断相关的计算生物信息学，生物模体发现与识别，基因调控网络等医学图像处理，包括图像分割、图像融合、低剂量CT图像的滤波等。机器学习，包括数据中的原因学习、人工神经网络、超高维数据的聚类与分类、模式发现与模式识别及在模式识别中的应用大规模组合优化问题求解，包括多约束最短路问题、大规模旅行商问题，图的着色问题、图的最大可平面化问题等。

项目展示
项目名称及校内编号
项目来源
起止时间

项目组成员(排序)
备注
活性石灰烧成智能控制系统
项目批准号：2005k05-G04
校内编号：D
省科技攻关项目
06.1.-07.12.

张军英，张宏怡，郭涛，吴茜，王百杰,李宪武，徐英智，李小燕

2004年IEEE国际图像处理会议
项目批准号：
申请代码1：F010103
国家自然科学基金委员会
2004.10.-2004.10.

张军英

基于人工神经网络的说话人识别**；No.W0323
国家(青年)自然科学基金项目
92.1.~94.12.

张军英

神经网络在数据融合中的应用
No.DJ.9.5.3.1
*科研项目*基金资助项目
97.9.~99.9.

张军英

最小核度神经网络理论
No.863-306-05-08-1
国家八六三高科技项目
95.1.~96.12.

许进，张军英

环形神经网络理论及其应用
No.**
国家自然科学基金项目
96.1.~98.12.

许进，张军英

基于遗传算法的神经网络最优结构设计
No.**
国家自然科学基金项目
97.1.~99.12.

许进，霍红卫，张军英

基于前向网络的知识发现、分类机理研究
北京大学视听国家重点实验室开放项目
99.12.~00.12

张军英

基于图论方法的前向神经网络优化结构的机理研究（批准号：**）
国家自然科学基金项目
00.1.-02.12.

许进，张军英

脉冲耦合神经网络理论及其在自动目标识别中的应用研究（批准号：**）
国家自然科学基金资助项目
01.1.-03.12.

张军英
被国防科工委评为“优秀”
基于脉冲耦合神经网络的图像处理技术(批准号：TKLJ0005)
图象信息处理与智能控制国家教委重点实验室开放课题
01.1.-02.12.

张军英

脉冲耦合神经网络理论及在自动目标识别中的应用研究（No.00J1.4.4.DZ0106）
*科研项目*
01.1.-03.1.

张军英，张宏怡，吴茜，王百杰,李宪武，徐英智，李小燕
被国防科工委评为“优秀”
DNA微阵列数据的智能盲分析
项目批准号：教外司[2003]406
校内编号：K
教育部留学回国人员科研启动基金
04.1.-06.12.

张军英，张宏怡，王文俊，王军，彭柳青

Statistical Processing of DNA microarray profiles for cancer diagnosis
（用于癌症诊断的DNA微阵列图谱的统计处理）
项目批准号:国科外字[2006]25号
无校内编号
中国科技部：中意科技合作项目
07.1.-09.12.

张军英，张宏怡，王文俊，王军，彭柳青

用于癌症基因诊疗的基因表达图谱智能盲数据分析
（批准号：**
申请代码1：F010810）
国家自然科学基金项目
04.1.-04.12.

张军英，高琳，石美红，梁军利，白玉杰，韩锋产，Yue(Jospeh) Wang
被国家自然科学基金委评为“优秀”
武汉钢铁股份有限公司棒材厂办公自动化系统,
校内编号：O0503P18
武汉钢铁股份有限公司棒材厂
05.7.-06.12.

张军英，张宏怡，周斌，罗江涛

辽源市金刚水泥厂纯低温余热发电工程DCS系统锅炉汽包水位三冲量过程控制（校内编号：O0503P24）
中信重工机械有限责任公司
2005.10.-2006.3.

张军英，张宏怡，杜东辉，吴茜，李友华

目标识别技术 (批准号：)
十五*科研项目*
2001.1.-2005.12.

保铮，刘宏伟，杜兰，张军英

[1] 生物分子网络数据分析中相关图问题及其算法研究（**）
国家自然科学基金资助项目
2007.1.-2009.12.

[2] 基于自装配的分子计算模型及算法研究（J）
国家自然科学基金资助项目

[3] 基于IP复用的SOC设计技术研究（2004AA1Z1130）
国家高技术研究发展计划（863）子项目

生物网络数据分析与挖掘中相关理论与关键技术(项目批准号： **
申请代码1：F0205)
国家自然科学基金重点项目
2010.1.-2013.12.

凌伦奖（中国科学院生物物理所），
张军英（西安电子科技大学，计算机学院）
刘立芳（西安电子科技大学计算机学院）
DavidK..Y.Chiu（UniversityofGuelph，加拿大）
黄建斌（西安电子科技大学计算机学院）
孙鹏岗（西安电子科技大学，博士生）
赵建邦（西安电子科技大学，博士生）
覃桂敏（西安电子科技大学，软件学院）
鱼亮（西安电子科技大学，计算机学院）
负责人：高琳
基于集成学习的模式识别关键技术研究（2009K01-56）
陕西省科技攻关项目
2010.1.-2011.12.

张军英（第一参加人）
负责人：杨利英
集成学习方法研究及其在高维数据分析中的应用
校科研基础建设项目

杨利英，张军英，。。。。
负责人：杨利英
原因学习：理论及在全基因组关联分析中的应用
（项目批准号：**；申请代码：F020504；校内编号：??）
国家自然科学基金项目(面上项目)
2011.1.-2013.12.

张军英，杨利英，王文俊，袁细国，彭柳青，石丛艳，Yue Wang，蒋胜利，薛宇玲，尚军亮
负责人：张军英

学术论文
部分已发表学术论文成果：
2010
1. 申丰山,张军英,刘松华,蒋胜利. 基于分类信息制导的SVM知识积累策略. 华中科技大学学报, Vol.37,No.11
2. Yuanke Zhang, Junying Zhang, Hongbing Lu, Statistical Sinogram Smoothing for Low-Lose CT with Segmentation-Based Adaptive Filtering. IEEE Transactions on Nuclear Science, accepted
3. 张元科, 张军英, 卢虹冰，低剂量CT投影图像噪声分析及去噪算法研究，光电子.激光，21(7) 2010.
4. 张元科, 张军英, 卢虹冰，低剂量CT图像模型参数估计及统计去噪研究，西安电子科技大学学报，录用
5. 张元科, 张军英, 卢虹冰，基于MCMC方法的自适应低剂量CT图像去噪，四川大学学报（工程科学版），录用
6. X.Yuan, J.Zhang, Y.Wang. Probability Theory-based SNP Association Study Method for Identifying Susceptibility Loci and Genetic Disease Models in Human Case-Control Data. IEEE Transactions on NanoBioscience. TNB-00021-2009, accepted.
7. 彭柳青，张军英，许进，一种基于K-Means均匀效应的健壮聚类初始算法，华中科技大学学报,录用（L. Q. Peng, J. Y. Zhang, J. Xu. A Robust Algorithm for Cluster Initialization based on Uniform Effect of K-Means. Journal of Huazhong University of Science and Technology, accepted.）
8. 刘松华，张军英，贾宏恩，许进. 基于核的互信息特征提取算法,自动化学报，录用
9. Jing Liu, Junying Zhang, Feng Zhao. A Feature for Distinguishing Propeller-Driven Airplanes f r o m Turbine-Driven Airplanes. IEEE Transactions on Aerospace and Electronic Systems, 46(1):222-229, 2010.
2009：
10. Baijie Wang, Ercan E. Kuruoglu, Junying Zhang. ICA by Maximizing non-Stability. International conference on ICA and Signal Separation, Paraty, Brazil, March 15-18, 2009. Lecture Notes in Computer Science, vol.5441: 179-186, 2009
11. 郭涛, 张军英. 一种简化的自适应模糊动态面控制. 控制理论与应用, 26(12): 1387-1390, 2009. (EI: 906)
12. Li-ying Yang, Jun-ying Zhang, Wen-jun Wang. Cluster Ensemble Based on Particle Swarm Optimization. 2009 WRI Global Congress on Intelligent Systems, Xiamen, China. vol. III, pp.519-523. 2009 (EI：932, CPCI: 100)
13. 杨加臣，焦纯，许健，张国鹏，张军英，卢虹冰. 基于MAP-EM分割的冠脉斑块定量检测. 中国体视学与图像分析，2009,14(2)：138-142
14. Yijun Li, Junying Zhang, Hong Yin, Hongbing Lu. Analysis of Cortical Thickness Indicating Cingulate Gyrus and Temporal Gyrus Incrassation in Posttraumatic Stress Disorder Due to Mining Disaster. The 2nd International Conference on Image and Signal Processing (CISP). 2009, 3292-3296
15. 赵峰，张军英，刘敬. 基于核最优变换和聚类中心的鉴别特征提取. 西安电子科技大学学报, 36(1): 127-133+161,2009 (EI: 386)
16. 梁军利,刘丁,张军英, 基于ESPRIT方法的近场源参数估计, 系统工程与电子技术, 31(6): 1299-1302, 2009 (EI: 400)
17. 郭涛，张军英，时滞系统自适应模糊控制与仿真，系统仿真学报，2009，22：229-233.
18. 王文俊，张军英，杨利英，基于类别保留投影的基因表达数据降维方法，四川大学学报，41(6): 153-157, 2009 (EI: 553)
19. LIANG JunLi, LIU Ding, and ZHANG JunYing. Joint frequency, 2-D DOA, and polarization estimation using parallel factor analysis (基于平行因子分析的频率、二维到达角和极化参数联合估计). Science in China Series F-Information Sciences. 52(10): 1891-1904, 2009 (IF: 0.664)
20. Kaijun Wang, Jie Zheng, Junying Zhang, Jiyang Dong. Estimating the Number of Clusters via System Evolution for Cluster Analysis of Gene ex[ant]pression Data. IEEE Transactions on Information Technology in Biomedicine, 13(5):848-853, 2009 (IF: 1.542(2006), 1.939 (2009))
21. Li Ying Yang, Jun Ying Zhang and Wen Jun Wang . Selecting and Combining Classifiers Simultaneously with Particle Swarm Optimization, Information Technology Journal 8(2):241-245, 2009. ISSN 1812-5638 (2008 IF: 1.966)
22. 郭涛张军英. 一类非线性时滞系统的模糊自适应Backstepping控制(word), 一类非线性时滞系统的模糊自适应Backstepping控制(原件). 兵工学报，vol.30, no.2, pp. 236-240, 2009.
23. Wenjun Wang, Junying Zhang, Jin Xu, Yue Wang. A Graph-based Approach for Clustering Analysis of Gene ex[ant]pression Data by Using Topological Features. 2009 World Congress on Computer Science and Information Engineering (CSIE 2009), Los Angeles/Anaheim, USA. vol. I, pp.559-563.
24. 2009 Wenjun Wang, Junying Zhang, Jin Xu, Yue Wang. A New Method for Linear Dimensionality Reduction. 2009 Global Congress on Intelligent Systems (GCIS 2009), Xiamen, China. vol.II, pp.509-513. 2009. (CPCI: 099)
25. 王文俊, 张军英. 一种新的基因表达数据聚类方法. 西安电子科技大学学报. 36(3):502-505+534. 2009.

2008
26. Junying Zhang, Le Wei, Xuerong Fong, Zhen Ma, Yue Wang. Pattern ex[ant]pression Nonnegative Matrix Factorization: algorithm and Applications to Blind Source Separation. Computational Intelligence and Neuroscience, Volume 2008, Article ID 168769, 10 pages, 2008 (IF: 1.45)
27. Junying Zhang, Shenling Liu, Yue Wang, Gene Association study with SVM, MLP and cross-validation for the diagnosis of diseases, Progress in Natural Science, 18(6): 741-750, 2008. (IF: 0.535)
28. 张军英, 覃强，赵晓雪. 平面化问题的一种新型神经网络算法. 中国科学 E 辑: 信息科学, 38(12):2163-2172, 2008
29. 张军英，周斌, 基于泛化竞争和局部渗透机制的神经网络TSP问题求解方法, 计算机学报，31(2):220-227, 2008.
30. ZHANG JunYing，QIN Qiang. A new neural network algorithm for planarization problems. Sci China Ser F-Inf Sci. 51(12):1947-1957, 2008. (IF:0.664)
31. Kaijun Wang, Junying Zhang, Fengshan Shen, Linfeng Shi. Adaptive Learning of Dynamic Bayesian Networks with Changing Structures by Detecting Geometric Structures of Time series(submitted), (published). Knowledge and Information Systems, 17(1):121-133, 2008. (IF:1.733)
32. 王开军, 张军英, 过立新, 郭涛. 聚类分析中类数估计方法的实验比较，计算机工程, 34 (9): 198-199,202, 2008
33. Junli Liang, Bangjie Ji, Junying Zhang, Shijun Wang, Feng Zhao. Recursive least squares-like algorithms for the adaptive second-order lattice notch filter. Digital Signal Processing 18 (2008) 291–306, 2008. (IF:0.609)
34. 刘敬，张军英，赵峰.一种新的雷达高分辨距离像平移不变特征.电子与信息学报, 30(8):1949-1953, 2008.
35. 刘敬，张军英，杜兰.基于相关系数的雷达高分辨距离像分帧方法.电子与信息学报, 30(9):2060-2064, 2008.
36. 刘敬，张军英，赵峰. 基于direct LDA的幅度谱子空间雷达目标识别.系统工程与电子技术, 30(10): 1815-1818, 2008.
37. Jing Liu, Junying Zhang, Feng Zhao. High Resolution Radar Automatic Target Recognition Based on an Improved LDA Method. the 5th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), vol.2, pp. 301-305, Oct. 18-20, 2008, Jinan, China.
38. 赵峰，张军英，李维勤. 一种基于多层神经网络的盲信号分离算法. 计算机科学.2008，35(2):185-187, 2008
39. 赵峰，张军英，刘敬. 一种改善支撑向量域描述性能的核优化算法. 自动化学报，34(9):1122-1127, 2008.
40. 赵峰，张军英，刘敬. 基于核最优变换与聚类中心的雷达一维高分辨距离像识别. 控制与决策, 23(7): 735-740, 2008.
41. 赵峰，张军英，刘敬，梁军利. 基于“Gamma-SLC”混合密度估计的雷达目标识别. 系统工程与电子技术, 30(3): 438-443, 2008.
42. 赵峰，张军英，刘敬，梁军利. 基于非参数化概率密度估计的雷达目标识别, 电子与信息学报, 30(7): 1740-1743, 2008.
43. 张宏怡，张军英，赵峰. 基于核空间中最优变换和聚类中心的鉴别特征提取. 计算机研究与发展，45(12): 2138-2144, 2008.
44. 涛, 张军英.未知非线性时滞系统自适应模糊控制. 西安电子科技大学学报（自然科学版）, 35(5): 922-926. 2008.
45. 郭涛，张军英，Adaptive Fuzzy Decentralized Control for a Class of Uncertain Large-Scale Time-delay Nonlinear Systems, Proceedings - 5th Inter- national Conference on Fuzzy Systems and Knowledge Discovery (CNC'08-FSKD'08). Oct.18-20, Jinan, China. Vol. 5: 55-59, 2008.
46. Du Lan, Liu HongWei, Bao Zheng, Zhang JunYing. Radar automatic target recognition based on feature extraction for complex HRRP. Science in China series F-information sciences, 51(8):1138-1153, 2008. (IF: 0.664)
47. 王天; 张国鹏; 刘欣; 张军英; 卢虹冰;虚拟结肠镜的计算机辅助检测研究，中国生物医学工程学报，2008年 01期
2007
48. 张军英，刘申岭，Yue Wang. 基于支持向量机和多层感知器的多病类诊断基因选择方法，自然科学进展，17(10):1428-1438, 2007
49. 张军英, 白向辉. 雷达自动目标识别中的HRRP特征提取研究, 系统工程与电子技术，29(12): 2047-2051, 2007.
50. 张宏怡张军英，基于因果关系挖掘的概率基因调控网络的构建，计算机工程，33 (15): 26-28,39, 2007
51. Junying Zhang, Xiuju Fan, Jiyang Dong, Meihong Shi. Image segmentation based on modified pulse-coupled neural networks. Chinese Journal of Electronics, 16(1):119-122, 2007.
52. 王开军, 张军英, 赵峰, 张宏怡. 几何模式动态贝叶斯网络推理基因调控网络, 西安电子科技大学学报; 2007 34 (6): 922-925+943. 2007.
53. 王开军, 李健, 张军英, 涂重阳. 半监督的仿射传播聚类. 计算机工程, 33 (23): 197-198, 201, 2007
54. 王开军, 张军英, 李丹, 张新娜, 郭涛. 自适应仿射传播聚类. 自动化学报, 2007, 33(12): 1242-1246, 2007.
55. Kaijun Wang, Junying Zhang, Lixin Guo, Chongyang Tu. Linear and Support Vector Regressions based on Geometrical Correlation of Data. Data Science Journal, 6, 99-106, 2007.
56. 张宏怡, 张军英. 延迟基因调控网络重构问题研究. 西安电子科技大学学报; 2007 34 (5): 809-813, 2007.
57. 刘敬，张军英，赵峰. 基于SVM与非参数LDA的雷达自动目标识别. 控制与决策.2007,22(11):1250-1254, 2007.
58. Junli Liang，Shuyuan Yang and Junying Zhang. A Cumulant-Based Parameter Estimation Algorithm for Near-Field Sources. Progress in Natural Science. 17(8): 900-905, 2007. (IF: 0.485)
59. Junli Liang, Shuyuan Yang, Junying Zhang, Li Gao and Feng Zhao. 4D Near-Field Source Localization Using Cumulant. EURASIP Journal on Advances in Signal Processing. Volume 2007, Article ID 17820, 10 pages (IF: 0.463)
60. 梁军利, 冀邦杰, 赵峰, 张军英. 一种近场源参数估计新方法. 西安电子科技大学学报, 34 (5): 839-843, 2007.
61. 梁军利，杨树元, 张军英等. 一种无须参数配对的近场源定位新算法. 电子学报. 35(6): 1122-1127, 2007
62. 赵峰, 张军英. 一种KPCA的快速算法，控制与决策(Zhao, Feng; Zhang, Jun-Ying, Fast algorithm about KPCA, Control and Decision, vol22(9): 1044-1048+1057, 2007, Shenyang,China)
63. 赵峰，张军英，梁军利. 一种核Fisher判别分析的快速算法，电子与信息学报(Zhao, Feng; Zhang, Jun-Ying; Liang, Jun-Li. A Fast Algorithm about Kernel Fisher Discriminant Analysis. Journal of Electronics and Information Technology, 29(7):1731-1734, 2007.
64. 董继扬, 张军英, 陈忠. 自动波竞争神经网络及其在单源最短路问题中的应用, 物理学报, 56(9):5013-5020, 2007. (Dong Ji-yang, Zhang Jun-ying, Chen Zhong, Autowave-competition Neural Network and Its Application to the single source shortest-paths problem, Acta Physica Sinica, 56(9):5013-5020, 2007-9-10)
65. Dong Ji-Yang, Zhang Jun-Ying. Chen Zhong. Autowave-competition neural network and its application to the single-source shortest-paths problem. Acta Physica Sinica, 56(9):5013-5020, 2007.
66. 杨利英，张军英，覃征，元学习算法选择机制及关联对性能的影响, 电子科技大学学报, 36(2):278-280,290, 2007. (YANG Li-ying; ZHANG Jun-ying, QIN Zheng, Learning algorithm s e l e c tion in me[ant]ta-learning and the effect of correlation, Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, vol36:278-280,290, 2007)
2006
67. 张军英，梁军利，保铮. 强混叠模式下基于神经元捕获/抑制原理的分类器设计. 电子学报. 34(12): 2154-2160, 2006 (Zhang, Jun-Ying, Liang, Jun-Li, Bao, Zheng. Classifier design for heavy-overlap patterns based on capture/inhibition principle, Acta Electronica Sinica, 34(12): 2154-2160, 2006)
68. 张军英岳素林谭剑波，基于方位弯折的高分辨距离像雷达目标识别，系统工程与电子技术, 28(7):988-991,1009,2006. ( Zhang Jun-ying (1), Yue Su-lin, Tan Jian-bo. High resolution range profile radar target recognition based on aspect warping, Systems Engineering and Electronics, 28(7):988-991, 1009,2006)
69. Junying Zhang, Le Wei, Yue Joseph Wang. Blind Source Separation with Pattern ex[ant]pression NMF, Proceedings of the Third international symposium on neural networks(ISNN2006), May 28- June 2, 2006, Chengdu, China. Lecture Notes on Computer Science (LNCS), 3971, pp. 1159 – 1164, 2006. Advances in Neural Networks-ISNN 2006. Third International Symposium on Neural Networks. Proceedings,2006.
70. Junying Zhang，Hongyi Zhang，Shenling Liu, Yue Joseph Wang. A Novel Multiclass Gene Selection Method based on SVM/MLP Cross Validation, Proceedings of the 2006 IEEE International Conference on Mechatronics and automation(IEEE ICMA2006), pp.2205-2210, June 25 - 28, 2006, Luoyang, China
71. Junying Zhang, Ning Wang. An Edge Knowledge-Based Multi-Mask Image Filter based on Edge Detector with PCNNs, Proceedings of International Conference on Sensing, Computing and Automation (ICSCA2006), pp.1376-1379, May 8-11, 2006, Chong Qing, China
72. Dong Ji-yang, Zhang Jun-ying. Detection of the Permutation Symmetry in Pattern Sets,Discrete Dynamics in Nature and Society, 2006:1:12, 2006，Article ID: 81503 (Discrete Dynamics in Nature and Society, Volume 2006 (2006), Article ID: 81503, 12 pages, doi:10.1155/DDNS/2006/81503)
73. Hongyi Zhang, Jiexin Pu, Junying Zhang. Construction of Gene Regulatory Networks based on Gene Ontology and Multi-variable Regression, Proceedings of the 2006 IEEE International Conference on Mechatronics and Automation (IEEE ICMA2006), pp.1324-1328, June 25-28, 2006, Luoyang, China.
74. Junli Liang, Shuyuan Yang. Junying Zhang. A new near-field source localization algorithm without pairing parameters, Fourth IEEE Workshop on Sensor Array and Multi-channel Processing(SAM 2006). July12-14, 2006,Waltham, Massachusetts,USA, pp.162-165
75. Lan Du, Junying Zhang, Zheng Bao. Multicategory classification based on the hypercube self-organizing mapping (SOM) scheme, Advances in Natural Computation. Second International Conference, ICNC 2006. Proceedings, Part I (Lecture Notes in Computer Science Vol.4221), Xi'an, China, 2006, 107-110
76. Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, A Two-Distribution Compounded Statistical Model for Radar HRRP Target Recognition, IEEE Transactions on Signal Processing, 54(6): 2226-2238, 2006
77. 杜兰，刘宏伟，保铮，张军英. 一种用于雷达HRRP功率谱特征的加权特征压缩方法, 西安电子科技大学学报， 33 (2): 173-177，2006(Du Lan (1); Liu Hong-wei (1); Bao Zheng (1); Zhang Jun-ying (1), A weighted feature reduction method for the power spectrum of radar HRRP, Journal of Xidian University, vol 33(2): 173-177，2006)
78. Lan Du, Junying Zhang and Zheng Bao, Multicategory Classification with m-ary Classifiers Based on m-ary Code Representation for Each Category, The 2nd International Conference on Natural Computation (ICNC'06) and the 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'06)
79. Li-ying Yang,，Jun-ying Zhang. Improved Behavior Knowledge Space Combination Method with Observational Learning. Proceedings of IMACS Multiconference on “Computational Engineering in Systems Applications” (CESA2006), VOLS 1 AND 2 : 1952-1956, Beijing China, October 4-6, 2006.
80. Kaijun Wang, Junying Zhang, Jingxuan Wei. Model Inference of a Dynamic System by Fuzzy Learning of Geometric Structures. The 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2006), LNAI 4223, pp. 684-687, 2006.
2005
81. Junying Zhang, Jiyang Dong, Meihong Shi. An adaptive method for image filtering with pulse-coupled neural networks, Proceedings of 2005 IEEE International Conference on Image Processing (ICIP2005), Sep. 11-14, 2005, Genova, Italy
82. 张军英,谭剑波, 岳素林. 基于非线性变换的高分辨率距离像雷达目标识别，系统工程与电子技术，27(10):1732-1733,1751, 2005. (Zhang, Jun-Ying; Tan, Jian-Bo; Yue, Su-Lin. Radar target recognition of the high resolution range profiles based on nonlinear transform，Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics，Beijing, China, vol27
83. 张军英, 敖磊.求解TSP问题的改进蚁群算法，西安电子科技大学学报，32(5):681-685, 2005 ( Zhang, Jun-Ying, Ao, Lei, Jia, Jiang-Tao, Gao, Lin. Improvement of the ant colony algorithm for solving TSP problems，Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University，Beijing, China , vol 32: 681-685，2005)
84. Junying Zhang, Zhijun Lu, Lin Shi, Jiyang Dong, Meihong Shi. Filtering Images Contaminated with Pep and Salt Type Noise with Pulse-coupled Neural Networks, Science in China, Ser.F, Information Sciences, 48(3):322-334, 2005
85. Junying Zhang. book chapter: Jointly discriminatory gene s e l e c tion for molecular classification of cancer, in the book: Advanced Data Mining Technologies in Bioinformatics, edited by Dr. Hui-Huang Hsu, Tamkang University, Taiwan. Published in the United States of America by IDEA Group Publishing, 2007.
86. Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, A Weighted Feature Reduction Method for Power Spectra of Radar HRRPs, Proceeding of EUSIPCO 2005, Sep. 2005(JOURNAL OF ELECTRONICS(CHINA) , 23(3): 365-369, 2006)
87. Lan Du, Hongwei Liu, Zheng Bao, Junying Zhang, A compound statistical model based radar HRRP target recognition, advances in Neural Networks - ISNN 2005. Second International Symposium on Neural Networks. Proceedings, Part II, Chongqing, China, 2:369-374, 2005
88. 杜兰，刘宏伟，保铮，张军英. 一种利用目标雷达高分辨距离像幅度起伏特性的特征提取新方法，电子学报，33(3):411-415, 2005 (Du, Lan; Liu, Hong-Wei; Bao, Zheng; Zhang, Jun-Ying, New feature extraction method using the amplitude fluctuation property of target HRRPs for radar automatic target recognition, Tien Tzu Hsueh Pao/Acta Electronica Sinica, Beijing, China, vol33: 411-415, 2005)
89. Y. Wang, Z. Wang, J. Xuan, Junying Zhang, EP. Hoffman, R. Clarke, and J. Khan. Optimizing multil[ant]ayer perceptrons by discriminatory component analysis, Proc. IEEE Machine Learning for Signal Processing, San Luiz, Sept. 2005. in press. Machine Learning for Signal Processing XIV. Proceedings of the 2004 IEEE Signal Processing Society Workshop, Sao Luis, Brazil, 273-282, 2004
2004

90. Zhang Junying, Yue Joseph Wang, Javed Khan, Rober Clarke. Gene s e l e c tion in class space for molecular classification of cancer, Science in China, Ser.F Information Sciences, 47(3):301-314,2004
91. 刘敬，姜建国. 基于面向对象着色Petri网的板级电子产品拟实制造系统，计算机工程, Vol.30（23）pp:153-155, 2004. ( Liu, Jing; Jiang, Jianguo, PCB VMS Based on Object-oriented Colored Petri Net, Computer Engineering, Vol.30（23）pp:153-155, 2004)
92. 张军英，卢志军，石林，董继扬，石美红. 基于脉冲耦合神经网络的椒盐噪声图像滤波，中国科学E, 34(8):882-894, 2004
93. 张军英, 樊秀菊，董继扬，石美红.一种改进型脉冲耦合神经网络及其图像分割, 电子学报, 32(7):1223-1226, 2004(Zhang, Jun-Ying; Fan, Xiu-Ju; Dong, Ji-Yang; Shi, Mei-Hong, Image segmentation based on a modifiedpulse-coupled neural network, Acta Electronica Sinica, 32(7):1223-1226, 2004)
94. Junying Zhang, Le Wei, Qiguang Miao, Yue Wang, Image Fusion based on Non-negative Matrix Factorization, Proceedings of 2004 IEEE International Independent component imaging of disease signatures Conference on Image Processing (ICIP2004), pp973-976, Oct. 24-27, 2004, Singapore，2004
95. 张军英, 刘利平，基于部分独立分量分析的盲源分离，西安电子科技大学学报, 31(3):334-337,361, 2004(EI) ( Zhang, Jun-Ying; Liu, Li-Ping, Blind signal separation based on the partially independent component analysis, Xi'an Dianzi Keji Daxue Xuebao, vol 31: 334-337,361, 2004)
96. Zhang Junying, Wang Defeng, Shi Meihong, Wang Josseph Yue, Output-threshold coupled neural network for solving the shortest path problems, Science in China, Ser.F Information Sciences, 27(1): 20-33, 2004
97. Junying Zhang, 梁军利. 基于脉冲耦合神经网络的图像融合, 计算机仿真, 21(4):102-104, 2004(Image Fusion Based On Pulse-Coupled Neural Networks)
98. Y. Wang, Z. Wang, J. Xuan, J. Zhang, E. Hoffman, R. Clarke, and J. Khan. Optimizing multil[ant]ayer perceptrons by discriminatory component analysis, Proc. IEEE Workshop on Machine Learning for Signal Processing, pp. 273-282, Sao Luis, Brazil, Sept. 2004
99. 董继扬，张军英. 基于累积竞争神经网络的多约束路由算法，控制与决策, 19(7):751-755, 2004 (Dong Ji-yang (1); Zhang Jun-ying (1) , Multi-constrained routing algorithm based on accumulating competition neural networks, Control and Decision, 19(7):751-755, 2004)
100. 石美红, 张军英，李永刚. 基于差别特征的纹理图象识别研究，计算机应用, 4(1):66-70,2004(Texture Recognition with Discriminating Features)
101. 张军英, Shenling Liu, Yue Wang. Contribution Space Method for Diagnostic Gene Selection f r o m DNA Microarray Data, Proceedings of the workshop on genomic signal processing and statistics (GENSIPS2004), Baltimore, Maryland, USA, May 26-27, 2004
102. 张军英，李维勤. 一种基于概率密度函数估计的盲源分离方法，西安电子科技大学学报，31(3): 334-337,361, 2004

2003

103. 张军英，Y.J.Wang, J.Khan,, R.Clarke. 基于类别空间的基因选择，中国科学E, 33(12):1125-1137,2003 (Junying Zhang, Yue Joseph Wang, Javed Khan, Rober Clarke, Gene s e l e c tion in class space for molecular classification of cancer, Science in China, Ser.E, 33(12):1125-1137,2003)
104. 张军英,王德峰,石美红. 输出-阈值耦合神经网络及基于此的最短路问题求解, 中国科学E，33(6):522-530，2003
105. 张军英, 卢涛. 通过脉冲耦合神经网络来增强图像, 计算机工程与应用, No.19: 93-95+127, 2003(Enhancement of Image by PCNN)
106. Junying Zhang, Richard Lee, Yue Joseph Wang. Support vector machine classifications for microarray ex[ant]pression data set, Proceedings of the Fifth international conference on computational intelligence and multimedia applications, pp67-71, Xi’an, China, 27-30 September, 2003.
107. Junying Zhang, Le Wei, Yue Wang, Computational Decomposition of Molecular Signatures based on Blind Source Separation of Non-negative Dependent Sources with NMF, 2003 IEEE International Workshop on Neural Networks for Signal Processing, September 17-19, 2003, Toulouse, France, 409-418, 2003.
108. 董继扬，张军英. 严重椒盐噪声污染图象的非线性滤波算法，光电子.激光，14(12):1336-1339, 2003 (Dong, Ji-Yang; Zhang, Jun-Yin. A Nonlinear Algorithm for the Removal of Salt and Pepper Noise f r o m Highly Corrupted Images, Journal of Optoelectronics Laser, 14(12):1336-1339, 2003)
109. 董继扬, 张军英, 一种简单的椒盐噪声滤波算法, 计算机工程与应用, 39(20):27-29, 2003(A Simple Algorithm for Removing Salt and Pepper Noise f r o m Gray-scale Image)
110. Ji-Yang Dong, Wen-Jun Wang, Jun-Ying Zhang. Accumulative competition neural network for shortest path tree computation, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics, 61 Vol.2, 1157, 2003
111. Yue Wang, Jianhua Xuan, Rujirutana Srikanchana, Junying Zhang, Zsolt Szabo, Zaver Bhujwalla, Peter Choyke, King Li. Computed Simultaneous Imaging of Multiple Biomarkers, 2003 IEEE International Workshop on Neural Networks for Signal Processing(NNSP03), pp269-278, September 17-19, 2003, Toulouse, France
112. Yue Wang, Junying Zhang, Javed Khan, Robert Clarke, Zhiping Gu. Partially-independent Component Analysis for Tissue Heterogeneity Correction in Microarray Gene ex[ant]pression Analysis, 2003 IEEE International Workshop on Neural Networks for Signal Processing (NNSP03), pp23-32, September 17-19, 2003, Toulouse, France
113. Zuyi Wang, Sun-Yuan Kung, Junying Zhang. Javed Khan, Jianhua Xuan, Yue Wang, Computational intelligence approach for gene ex[ant]pression data mining and classification, 2003 IEEE International Conference on Multimedia and Expo, 449-52 vol.3, Baltimore, MD, USA
114. Zuyi Wang, Yue Wang, Jianping Lu, Sun-yuan Kung, Junying Zhang, Richard Lee, Jianhua Xuan, Javed Khan, Robert Clarke. Discriminatory Mining of Gene ex[ant]pression Microarray Data, Journal of VLSI Signal Processing 35, 255–272, 2003
115. Junying Zhang, Rujirutana Srikanchana, Jianhua Xuan, King Li, and Yue Wang. Partially-Independent Component Analysis for Molecular Imaging, SPIE2003, March, 2003
116. JunYing Zhang Srikanchana, R. Jianhua Xuan Choyke, P. King Li Wang, Y. Partially-independent component analysis of tumor heterogeneities by DCE-MRI, Medical Imaging 2003. Image Processing, San Diego, CA, USA, Proceedings of the SPIE - The International Society for Optical Engineering, vol.5032:222-233, 2003

2002

117. 张军英，许进，保铮. 遗传交叉运算的可达性研究，自动化学报，28(1):120-125, 2002(Zhang Jun-Ying (1); Xu Jin (1); Bao Zheng (1), Attainability of genetic crossover operator, Acta Automatica Sinica, 28(1):120-125, 2002)
118. 张军英,王德峰,石美红. 基于点火耦合神经网络的多约束QoS路由选择算法, 通信学报, 23(7):40-46,2002(Zhang Jun-ying; Wang De-feng; Shi Mei-hong, A multiple constrained QoS routing based on firing coupled neural networks, Journal of China Institute of Communications, 23(7):40-46,2002)
119. 张军英, 石美红, 张强. 扩展自相似过程的表示及其性质, 通信学报,23(9):94-99,2002(Zhang Jun-ying (1), Shi Mei-hong, Zhang Qiang. ex[ant]pression and property analysis on extended self-similar process, Journal of China Institute of Communications, 23(9):94-99,2002)
120. 董继扬, 张军英,保铮. Searching for symmetric permutations of binary patterns set with Genetic Algorithms,The 4th World Congress on Intelligent Control and Automation, Jun.10-14,2002, vol 3(3): 1808-1812, Shanghai, China,2002
121. Ji-Yang Dong, Jun-Ying Zhang. Several symmetry properties of discrete Hopfield neural networks, Proceedings of 2002 International Conference on Machine Learning and Cybernetics, Beijing, China, 8 vol.3, 1374-1378, 2002
122. Yue Wang, Junying Zhang, Kun Huang, Khan, J. Szabo, Z.. Independent component imaging of disease signatures, 2002 IEEE International Symposium on Biomedical Imaging, 457-460, Washington, DC, USA, 2002
123. Yue Wang, Junying Zhang, Kun Huang, Javed I. Khan, Zsolt Szabo: Independent component imaging of disease signatures. Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, Ritz-Carlton Hotel, Washington, DC, USA, 7-10 June 2002. 457-460）
124. Junying Zhang, Kun Huang, Javed Khan, King Li, Zaver Bhujwalla, Robert Clarke, Zhiping Gu, Zsolt Szabo, Jianhua Xuan, and Yue Wang. Computational Decomposition of Molecular Signatures, International Conference on Diagnostic Imaging and Analysis, Auguest 12-20, 2002, Shanghai, China

2001

125. Junying Zhang, 许进. 二进前向神经网络,西安电子科技大学出版社, 2001.12.
126. 张军英，许进，保铮. 稳健二进神经网络及其基本性质研究, 自动化学报，27(5):657-664, 2001
127. 张军英，许进，保铮.稳健二进神经网络的几何训练, 控制与决策, 16(6):864-868, 2001(Zhang, Jun-Ying; Bao, Zheng. Geometric learning for robust binary neural networks, Control and Decision, 16(6):864-868, 2001)
128. 张军英，许进，保铮. 一类离散Hopfield网络吸引状态的特征分析, 电子与信息学报，23(7):677-686, 2001(eigenvector analysis of stable states for a kind of discrete Hopfield networks)
129. 张军英，许进，保铮. 一类离散Hopfield网络的吸引特性研究, 电子与信息学报，23(9):878-889, 2001(approaches on attraction characteristics of a kind of discrete Hopfield network.)
130. Junying Zhang, Zheng Bao. On condition of perfect image segmentation with PCNN, Proceedings of International Conference on Neural Information Processing(ICONIP2001),pp.1414-1421, Nov.14-18, 2001, Shanghai, China, 2001
131. Y.Wang, Junying Zhang, Z. Wang, R.Clarke, and J.Khan. Gene s e l e c tion by machine learning in microarray studies, Technical Report-CUA01-018, The Catholic University of America, Nov.2001
132. 高琳, 张军英，许进. 基于神经网络的单通道冗余VLSI/WSI阵列重构算法, 电子学报, 29(12): 1685-1688, 2001(Gao Lin，Zhang Jun-ying, Xu Jin, Reconfiguration algorithm for redundancy VLSI/WSI arrays using single-track switches based on neural networks, Acta Electronica Sinica, 29(12): 1685-1688, 2001)
133. 高琳, 许进, 张军英. DNA计算的研究进展与展望, 电子学报, 29(7):973-977, 2001(Gao Lin (1); Xu Jin; Zhang Jun-Ying, A survey of DNA computing, Acta Electronica Sinica, 29(7):973-977, 2001)
134. 高琳, 张军英，许进. 基于神经网络的降阶VLSI/WSI阵列重构算法, 西安电子科技大学学报, 28(3):287-291, 2001(Gao, L., Zhang, J.Y.; Xu, J., Reconfiguration algorithm for degradable VLSI/WSI arrays based on neural networks, Journal of Xidian University, 28(3):287-291, 2001)
135. 高琳, 许进, 张军英. 平面测试问题的一种新型神经网络算法, 西安电子科技大学学报, 28(2):245-248, 2001(Gao, L., Xu, J., Zhang, J.Y. New neural network algorithm for the planarity testing problem, Journal of Xidian University, 28(2):245-248, 2001)
136. Meihong Shi, Xiuju Fan, Junying Zhang. m On autowave traveling of discrete pulse-coupled neural networks, Proceedings of International Conference on Neural Information Processing(ICONIP2001), pp.903-909,Nov.14-18,2001,Shanghai,China, 2001
137. Shi Meihong, Shi Ling, J. Zhang. An Image Filtering Method Based on Pulse-coupled Neural Networks,Proceedings of the International Conference on Modeling and Simulation in Distributed Applications(ICMS’01), Chang Sha, Hu Nan, China, 2001.9., pp.732-738, 2001
1999

138. Junying Zhang, 许进, 保铮. Construction of Classification Hyperplanes in Hidden Space for Feedforward Neural Networks(前向网络隐空间分类超平面的构造), Acta Electronica Sinica, 27(1):136-139, 1999
139. Junying Zhang, 许进, 保铮. Genetic Training for Robust Binary Feedforward Neural Networks(稳健二进前向网络的遗传训练方法), Systems Engineering and Electronics, Vol.21, No.2, 59-63, 1999
140. Junying Zhang. (信号的小波分析及其在信号检测中的应用), (Wavelet Analysis of Signals and its Application to Signal Detection), 计算机仿真, Vol.16, No.2, 1999
141. Junying Zhang. Interval Estimation of Importance Measures in Information Fusion(信息融合中重要性测度的区间估计), 西安电子科技大学学报, Vol.26, No.3, 332-6, 1999, in Chinese

1998

142. Junying Zhang, 许进, 保铮. Extraction of Logic Rules on the basis of Robust Binary Feedforward Neural Networks, Proceedings of ICSP98, Vol.2 of 2, 1998
143. Junying Zhang, 许进, 保铮. The Parallel Degeneration of a system of Classification Hyperplanes, Proceedings of ICSP98, Vol.2 of 2:1265-8, 1998
144. Junying Zhang. Interval Estimation of Importance Measure in information Fusion. (信息融合中重要性测度的区间估计), ICNN&B'98, Oct.1998, 北京, 593-6, 1998
145. Junying Zhang, 许进, 保铮. The Classification Capability of Binary Feedforward Neural Networks(I)?On the First and Second order Robust Separability, ICAIE'98, 1998.6., 北京, 269-72, 1998
146. Junying Zhang, 许进, 保铮. The Classification Capability of Binary Feedforward Neural Networks(II)?On the Degeneration Equation of a pair of two Robust Classification Hyperplanes, ICAIE'98, 1998.6., 北京, 1998
147. Junying Zhang, 许进, 保铮. The Classification Capability of Binary Feedforward Neural Networks(III)?On the Construction of a system of Robust Classification Hyperplanes, ICAIE'98, 1998.6., 北京, 276-9, 1998

1997

148. Junying Zhang, 许进. The most robust design of binary neural networks， (二进神经网络的最稳健设计), 电子学报, 25(10):37-43, 1997
149. Zhang Junying, Xu Jin, Bao Zheng. Correlating Analysis of Hopfield Networks(Hopfield网的关联分析), 自动化学报, 23(4):446-454, 1997
150. Junying Zhang. The Linearly Nonseparability of Boolean Functions?Some Counting properties for n-dimensional hypercubes， (Boole函数的非线性可分性--n维超立方体的一些计数性质), J. of Microelectronics and Computers, 14(3): 26-29, 1997

1996

151. Junying Zhang, 许进, 保铮. The Algorithm for Maximal Clique and Independent Set of Graphs Based on Hopfield Networks(基于Hopfield网络的图的最大团和最大独立集算法), 电子学报, Vol.18, Sup., 122-7, 1996
152. 许进, Junying Zhang. Graph Coloring Algorithm based on Hopfield Network(基于Hopfield网络的图的着色算法), 电子学报, Vol.24., No.10, 1996
153. 许进, Junying Zhang,Zheng Bao. Algorithm for the Isomorphism of Graphs Based on Hopfield Networks(基于Hopfield网络的图的同构算法), 电子学报, Vol.18, Sup., 116-121,1996
154. Junying Zhang, 许进，保铮. 神经网络求解TSP问题的理论分析及其改进, 西安电子科技大学学报, Vol.23, Sup., pp88-98, 1996
155. Junying Zhang, Jin Xu, Tolerantly Linear Separability of Boolean Functions and its Numbering, ICSP'96, vol 2: 1433-6, 1996,Beijing, China
156. Junying Zhang, 许进, 保铮. Analysis and Design of Most Tolerant Logic Neural Networks, ICSP'96, vol 2: 1425-8,1996, Beijing, 1996

1995
157. Xu Jin (1), Zhang Junying (1), Bao Zheng (1). Graph coloring algorithm based on Hopfield network, Proceedings of International Conference on Neural Information Processing (ICONIP '95), vol.1:383-386, 1995
158. Junying Zhang. Modern Methods and Techniques for Speaker Recognition, Xidian University Press, 1995.1.
159. Junying Zhang, 许进. The Optimal Structure Design for Multil[ant]ayer Neural Networks, Proceedings of International Conference on Neural Information Processing-ICONIP '95, Beijing , China, 317-320, vol.1, 1995

荣誉获奖
主要教学/科研获奖：
1申请发明专利一项“从SNP数据中发现与复杂疾病相关SNP组的方法”，申请号：9.2，2010年07月16日
2“优化计算中若干理论及其应用的研究”，国家教育部科学技术一等奖，2005，第四；
3“耦合神经网络和DNA计算的若干理论与应用研究”，陕西省科学技术二等奖，2007，第一；
4“智能计算理论及其应用研究”，陕西省高等学校科学技术二等奖，2006-6，第一；
5“神经网络动态行为理论及应用研究”，辽宁省科学技术一等奖，2007，第三；
6“说话人识别系统”，陕西省科学技术二等奖，1993-4。

科研团队
博士研究生：
姓名
学习形式
工作或学习单位
邮箱
袁细国
毕业
西安电子科技大学计算机学院（老师）
xiguoyuan@mail.xidian.edu.cn
杨利英
毕业
西安电子科技大学计算机学院（老师）
Yangliying1208@163.com
彭柳青
毕业
华为
pengann@163.com
申丰山
2006.8在职
郑州大学信息工程学院
iefsshen@zzu.edu.cn
耿耀君
全日制
西安电子科技大学计算机学院
xihai666@126.com
尚军亮
2010.3全日制
西安电子科技大学计算机学院
jlshang@mail.xidian.edu.cn
薛宇玲
2009.3全日制
西安电子科技大学计算机学院
rosexyl@sina.com
殷亚玲
2010.8在职
西安财经学院
dir_yyll@126.com
陈保娣
2010.8全日制
西安电子科技大学计算机学院
chenbaodi112358@gmail.com
杨博
2008.3全日制
西安电子科技大学计算机学院
yb0931@yahoo.com.cn
黄江华
2008.9在职
湖南工学院基础科教学部
hjh**@126.com
王文俊
毕业
西安电子科技大学计算机学院（老师）
xidianwwjz19@yahoo.com.cn
孙萧寒
2011.8全职
渭南师范学院数学与信息科学学院
sxhjpj@sina.com
李爱民
2011.8在职
西安理工大学计算机科学与工程学院
liaiminmail@gmail.com
刘宝宝
2011.8全日制
西安电子科技大学计算机学院
liubaobao1222@163.com
张媛媛
2011.8预备
山东科技大学信息科学与工程学院
yyzhangyuanyuan@yahoo.com.cn

硕士研究生：

课程教学
目前本人承担的教学任务：
1. 本科生“计算机控制”课，46学时
2. 研究生“Neural Networks―A comprehensive Foundation”，46学时，全英文教学
3. 研究生（硕士博士），“Advanced Intelligent Information Processing”, 46学时，全英文教学
4. 研究生（博士），机器学习专题研究，16学时

招生要求

关于研究生招生的信息：

欢迎对相关领域充满兴趣，有良好的数理、逻辑、英文和动手编程能力，有志于用宝贵时间致力于此的年轻志士报考。

基本信息

Zhang Junying
professor
PhD Tutor
Academic leader
IEEE member
Senior Member of China Electronics Society
Senior Member of China Automation Society
Shaanxi Provincial Graphic and Image Society Director

Doctoral Discipline: Intelligent Information Processing
Master's degree: Computer Applications
Work unit: Computer College

联系方式
contact address:
Xi'an University of Electronic Science and Technology, School of Computer Science, 161# Mailbox
E-mail:
Jyzhang@xidian.edu.cn
Joanna1531@gmail.com
Office Phone:
Office location:
Opposite to the main building 420

个人简介
Zhang Junying, doctor, professor, doctoral supervisor, academic leader of Xi'an University of Electronic Science and Technology. IEEE member, senior member of China Electronics Society, senior member of China Computer Society, Shaanxi Province emergency management expert, evaluation expert in the western region of Shaanxi Province, national study fund project evaluation expert, National Natural Science Foundation project evaluation expert, Shaanxi Provincial Education Department Nature Scientific fund project review experts, Ningbo Science and Technology Plan project review experts, Beijing Natural Science Foundation project review experts, etc.; Chinese Science, Automation Journal, Electronic Journal, Neurocomputing, Digital Signal processing, BMC Bioinformatics, ACM Computing Surveys and other publications expert.

Graduated from Xi'an University of Technology in 1982
Master of Computer Application, Xidian University, 1985
Received a Ph.D. in Signal and Information Processing from Xidian University in 1998
Received the title of professor in 1998
Received the title of academic leader in 2000
In 2004, he was awarded the title of subject leader in school.

From 2001 to 2002, he was selected by the China Scholarship Council as a visiting scholar in the United States for one year. In 2004, he was invited to be a visiting scholar at the Chinese University of Hong Kong for three months. In 2007, he was invited to be a visiting professor at the Virginia Tech University in the United States for half a year.
In terms of scientific research, he has presided over the National (Youth) Natural Science Fund Project (Responsible), the National Natural Science Foundation Project (3), the National Defense Cross-Industry Fund Project, the National Key Laboratory Open Fund Project (6), and the National Study Abroad The fund project, the Shaanxi Provincial Science and Technology Research Project, the 15th National Defense Research Fund Project (participants), and the main accomplishers participated in the research project of the National Institutes of Health (participants) and the project of the Chinese University of Hong Kong. In 2004, the Ministry of Education nominated the first prize of the National Natural Science Award, the second prize of the scientific research achievement of Shaanxi Province, the first prize of the outstanding science and technology youth of the Ministry of Electronics, the first prize of the outstanding young teachers of the school, the second prize of the youth lecture competition, etc. reward. The papers were published in "J.VLSI SP", "Computational Intelligence and Neuroscience", "Information Technology Journal", "IEEE Transactions on Information Technology in Biomedicine", "IEEE Transactions on Nuclear Science", "IEEE Transactions on NanoBioscience". 》, Progress in Natural Science, Science in China, Science in China, Journal of Electronics, Journal of Automation, Journal of Communications, Journal of Physics, Control and Decision, Photoelectron and Laser "Applied Intelligence" and a number of academic journals with important influence at home and abroad, as well as a series of internationally important academic conferences such as ICIP, ICNNSP and ICSP.
Has long been engaged in computational bioinformatics, molecular imaging, DNA microarray data analysis, artificial neural networks, pattern recognition, genetic algorithms, intelligent information processing and image processing, radar automatic target recognition, etc., has published more than 80 academic papers .

主要研究方向
Computational bioinformatics, including computational bioinformatics related to cancer genesis and cancer diagnosis, biomorphology discovery and recognition, gene regulatory networks and other medical image processing, including image segmentation, image fusion, and filtering of low-dose CT images. Machine learning, including reason learning in data, artificial neural networks, clustering and classification of ultra-high-dimensional data, pattern discovery and pattern recognition, and application of large-scale combinatorial optimization problems in pattern recognition, including multi-constraint short-circuit problems, Large-scale traveling salesman problem, coloring problem of graph, maximum flattening problem of graph, etc.

Research
目前研究团队承担的科研项目：

Papers
[1]Cui Jiangtao, Li Hui, Li Yanni, Zhang Junying, Peng Yanguo. Xi'an University of Electronic Science and Technology, complex data management theory and key technologies. The first prize of the Science and Technology Awards of Shaanxi Higher Education Institutions in 2019.
[2]He Zongzhen, Zhang Junying, Yuan Xiguo, Xi Jianing, Liu Zhaowen, Zhang Yuanyuan. Stratification of Breast Cancer by Integrating Gene Expression Data and Clinical Variables[J]. Molecules, 2019, 24(3): 631.
[3]LiuZ,Zhang J*,Zhang K,Zhang J,Li X,Cheng W,Li M,Zhao L,Deng W,Guo W,Ma X,Wang Q,Matthews PM*,Feng J*,Li T*. Distinguishable brain networks relate disease susceptibility to symptom expression in schizophrenia. Human brain mapping, 2018, 39(9):3503-3515
[4]Junfeng Li, Biao Wu, Dingding Yao, Risheng Xia, Junying Zhang, Yonghong Yan. A mixed-order modeling approach for head-related transfer function in the spherical harmonic domain. Journal of the Acoustical Society of America, submitted (180911), manuscript number JASA-03490

Honors
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Team
团队教师

博士研究生
硕士研究生

Teaching
目前本人承担的教学任务：

课件下载示例

Admission
~~~~~~~~~~~~~~~~~~~~~~~~~~
关于研究生招生的信息：
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