雷雨


的个人主页 http://teacher.nwpu.edu.cn/yulei

  被浏览次数:5741

基本信息 The basic information

雷雨

电子信息学院

博士研究生毕业

工学博士

副教授

电子科学与技术-电路与系统

leiy@nwpu.edu.cn

教育经历 Education Experience


2005.09-2009.06 西安电子科技大学 电子信息工程               工学学士
2009.08-2015.06 西安电子科技大学 模式识别与智能系统     工学博士

科学研究 Scientific Research

  • 计算智能基础理论与方法(进化优化与学习、深度神经网络学习、模糊信息处理,进化多任务优化)

  • 基于计算智能的网络大数据分析(网络结构分析、网络鲁棒性、推荐系统,深度神经网络模型优化)

  • 数据挖掘与图像理解中的其它关键问题

招生信息 Admission Information

每年招收电路与系统(学硕电子与通信工程(专硕)招收2-3名硕士(含推免生1人),男女不限。

需具有较好的数学基础、较好的编程能力(MATLABC/C++)、较好的英文水平。

如果本科期间参加过数学建模竞赛、电子设计竞赛或者程序设计竞赛,录取时会优先考虑。

欢迎同学们报考,有意报考者请先通过邮件咨询,并发来个人简历成绩单等材料。来信请写上主题和你的姓名。

如果需要见面,请提前通过Email和我预约。

如果本校应届毕业生报考,欢迎选择我的毕业设计题目。


学术成果 Academic Achievements

论文

1.Lei Y, Liu X, Shi J, et al. Multiscale Superpixel Segmentation With Deep Features for Change Detection[J]. IEEE Access, 2019: 36600-36616.(SCI)

2.Shi J, Lei Y, Wu J, et al. Uncertain active contour model based on rough and fuzzy sets for auroral oval segmentation[J]. Information Sciences, 2019: 72-103.(SCI)

3.Lei Yu, Zhou Ying, Shi Jiao. Overlapping Communities Detection of Social Network based on Hybrid C-means Clustering Algorithm[J]. Sustainable Cities and Society, 2019: 101436. (SCI)

4.Zheng X, Lei Y, Qin A K, et al. Differential Evolutionary Multi-task Optimization[C]. congress on evolutionary computation, 2019: 1914-192.(EI)

5.Lei Yu, Jiao Shi, and Zhen Yan. A memetic algorithm based on MOEA/D for the examination timetabling problem." Soft Computing 22.5 (2018): 1511-1523.

6.Lei Yu, Shi Jiao, Wu Jiaji. Region-driven Distance Regularized Level Set Evolution for Change Detection in Remote Sensing Images[J], Multimedia tools and applications, 2017, 76(23): 24707-24722. (SCI)

7.Li Na, Lei Yu, Shi Jiao, Gong Maoguo. Fuzzy multi-objective sparse feature learning[C]//Evolutionary Computation (CEC), 2017 IEEE Congress on. IEEE, 2017: 466-473.(EI)

8.Chen Feng, Shi Jiao, Ma Yunhong, Lei Yu, Gong Maoguo. Differential evolution algorithm with learning selection strategy for SAR image change detection[C]//Evolutionary Computation (CEC), 2017 IEEE Congress on. IEEE, 2017: 450-457.(EI)

9.Shi J, Lei Y, Wu J, et al. Uncertain clustering algorithms based on rough and fuzzy sets for real-time image segmentation[J]. Journal of Real-time Image Processing, 2017, 13(3): 645-663.(SCI)

10.Lei Yu, Gong Maoguo, Jiao Licheng, Shi Jiao, Zhou Yu. An Adaptive Coevolutionary Memetic Algorithm for Examination Timetabling Problems. International Journal of Bio-inspired Computation. 2017, 10(4): 248-257. (SCI).

11.Shi J, Lei Y, Zhou Y, et al. Enhanced rough-fuzzy c-means algorithm with strict rough sets properties[J]. Applied Soft Computing, 2016: 827-850.(SCI)

12.Shi J, Lei Y, Zhou Y, et al. A narrow band interval type-2 fuzzy approach for image segmentation[J]. Journal of Systems Architecture, 2016: 86-99.(SCI)

13.Lei Yu, Gong Maoguo, Jiao Licheng, et al. A memetic algorithm based on hyper-heuristics for examination timetabling problems[J]. International Journal of Intelligent Computing and Cybernetics, 2015, 8(2): 139-151.(EI)

14.Lei Yu, Gong Maoguo, Jiao Licheng, Li Wei, Zuo Yi, Cai Qing. A Double Evolutionary Pool Memetic Algorithm for Examination Timetabling Problems[J], Mathematical Problems in Engineering, Volume 2014, Article ID 867645. (SCI)

15.Lei Yu, Gong Maoguo, Zhang Jun, Li Wei, Jiao Licheng. Resource allocation model and double-sphere crowding distance for evolutionary multi-objective optimization[J]. European Journal of Operational Research, 2014, 234(1): 197-208.(SCI)

16.Ma Jingjing, Lei Yu, Wang Zhao, et al. A memetic algorithm based on Immune multi-objective optimization for flexible job-shop scheduling problems[C]//Evolutionary Computation (CEC), 2014 IEEE Congress on. IEEE, 2014.(EI)

专著

Gong Maoguo, Cai Qing, Ma Lijia, Wang Shanfeng, Lei Yu. Computational Intelligence for Network Structure Analytics[M]. Springer Singapore, 2017.

主持纵向项目

[1]      国家自然科学基金青年项目, 基于启发式多层学习Memetic计算的复杂网络结构分析与行为优化(61603299, 2017-2019

[2]      中国博士后科学基金面向项目, 基于用户兴趣相似性网络结构发现的协同过滤推荐技术(2017M623246, 2018-2019

[3]      陕西省自然基金一般项目, 2018JQ60300, 2018-2019