English
 首页  学院概况  教师队伍  教育教学  本科培养  研究生培养  科学研究  招生就业  党建工作  学生工作  合作交流 

讲师及博士后

 专业方向 
 导师简介 
 招生信息 
 教务信息 
 研究生活动 
周楠
2022-03-01 15:50  


【基本信息】

所在部门:世界杯竞猜APP下载

职称:教授

出生年月:1987年8月

电子邮件:nzhouuestc@126.com

【个人简介】

周楠,男,讲师,中共党员。2017年毕业于电子科技大学机器人中心,师从程洪教授,获得博士学位。读博期间,于2014获得国家留学基金委奖学金资助,在加拿大阿尔伯塔大(University of Alberta)留学一年,师从IEEE fellow Witold Pedrycz教授,研究机器学习相关算法;2016年在西安交通大学人工智能与机器人研究所进行交流学习,师从陈霸东教授,研究有关鲁棒特征学习算法。2020-2021年在香港理工大学智能研究中心从事医疗健康数据处理的相关博士后研究工作。如在今已发SCI、EI等检索的各类论文共16篇,其中以第一作者发表JCR二区文章4篇,一区文章1篇。参与国家级课题3项,承担国家级课题1项,横向课题1项。

【研究方向】

1.机器学习,特征学习算法及应用

2.稀疏建模算法及应用

3.鲁棒建模算法及应用

【完成项目】

1.面向社会机器人的4D人机交互事件理解,国家自然科学基金面上项目,2016.01-2019.12,参与

2.面向长序列的人体关节运动基元学习及重建,国家自然科学基金青年基金项目,2017.01-2019.12,参加

3.人群活动理解中基于时空共现模型的交互动作识别研究,国家自然科学基金青年基金项目,2014.01-2016.12,参加

【在研项目】

1.基于熵准则的非监督特征学习方法研究,国家自然基金青年基金项目,项目负责人

2.基于RGB-D信息的机械加工产品粗糙度检测算法研究,横向项目,项目负责人

【发表论文】

1.Xiuyu Huang,Nan Zhou, and K.S. Choi, A Discriminative and Robust Feature Learning Approach for EEG-based Motor Imagery Decoding. In Proceedings of the AAAI Conference on Artificial Intelligence, 2022. (人工智能顶会,Accepted)

2.Xiuyu Huang,Nan Zhou, K.S. Choi, A Generalizable and Discriminative Learning Method for Deep EEG-based Motor Imagery Classification. Frontiers in Neuroscience, 2021. (SCI,JCR二区,IF:4.68)

3.罗辉,蒋涛,周楠,许林,谭学敏,程永杰,改进RRT的二阶段平滑搜索算法,计算机工程与应用,2021(中文核心)

4.Nan Zhou, Xiuhua Xing, Kechang Fu, Jun Liu, Kup-Sze Choi, Correntropy based Sparse ICP for 3D Point Set Registration, Asilomar Conference on Signals, Systems, and Computers, 2021. (EI)

5.Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Yangyang Xu, Maximum Correntropy Criterion based Robust Semi-supervised Concept Factorization for Image Representation, IEEE Transactions on Neural Networks and Learning Systems, 2020. (SCI,JCR一区,IF:10.45)

6.Nan Zhou, Hong Cheng, Jing Qin, Yuanhua Du, Badong Chen, Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation, IEEE Transactions on Circuits and Systems for Video Technology, 2019. (SCI,JCR一区,IF:4.68)

7.Nan Zhou, Yangyang Xu, Hong Cheng, Zejian Yuan, Badong Chen, Maximum Correntropy Criterion Based Sparse Subspace Learning for Unsupervised Feature Selection, IEEE Transactions on Circuits and Systems for Video Technology, 2019. (SCI,JCR一区,IF:4.68)

8.Zongze Wu a, Hongchen Chen , Shaoyi Du, Minyue Fu,Nan Zhou, Nanning Zheng, Correntropy based scale ICP algorithm for robust point set registration, Pattern Recognition, 2019. (SCI,JCR一区,IF:7.19)

9.罗兰,周楠,司杰.不确定细胞神经网络鲁棒稳定新的时滞划分法[J].广西师范大学学报(自然科学版), 2019.(中文核心)

10.Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz, Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection, Pattern Recognition, 2016. (SCI,JCR一区,IF:7.19)

11.Nan Zhou, Hong Cheng, Huaping Liu, Yong Zhang, Witold Pedrycz, Discriminative Sparse Subspace Learning and Its Application to Unsupervised Feature Selection, ISA Transactions, 2016. (SCI,JCR一区,IF:5.49)

12.Nan Zhou, Hong Cheng, Yali Zhen, Liangtian He, Witold Pedrycz, Unsupervised Feature Selection by Nonnegative Sparsity Adaptive Subspace Learning, IEEE, ICWAPR, 2016. (EI)

13.Liangtian He, Yilun Wang, Chengqiang Bao,Nan Zhou, Wavelet Frame-based Truncated L1-regularized Image Deblurring. IEEE, WCSP, 2016. (EI).

14.Pengfei Wang, Yali Zheng, Hong Cheng,Nan Zhou, Yuanyan Tang, Multi-Subgraph Matching for Logo Localization Using Genetic Algorithm, IEEE, ICWAPR, 2016. (EI).

15.Hongchen Chen, Zongze Wu, Shaoyi Du,Nan Zhou, Jing Sun, Robust Scale Iterative Closest Point Algorithm Based on Correntropy for Point Set Registration, IEEE, AUCC, 2016. (EI)

    16.Yuanhua Du, Shouming Zhong, Jia Xu,Nan Zhou, Delay-dependent exponential passivity of uncertain cellular neural networks with discrete and distributed time-varying delays, ISA Transactions, 2015. (SCI,JCR一区,IF:5.49)

关闭窗口

航空港校区 | 四川省成都市西南航空港经济开发区学府路一段24号 | 邮编:610225

Copyright 2017-2018 世界杯竞猜APP下载 建议使用IE8.0,1024*860以上浏览