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周岩,男,民进会员,工学博士,沈阳建筑大学电气与控制工程学院副教授。本硕博毕业于东北大学,主要从事进化优化、类脑计算、机器学习等以智能计算为主的研究工作。同时,参与多项网络及软件工程类实际工程项目,工程研发经验丰富。近年来,发表SCI、EI论文10余篇,担任国际知名期刊IEEE TNNLS、IEEE TETCI、IEEE TCDS、Soft Computing,国际会议WCCI,CEC,IJCNN,GECCO审稿人。硕士研究生培养鼓励学生按自身兴趣和发展意愿选择研究方向,可以培养计算智能领域的理论研究能力、软件工程实践能力等。欢迎具有一定的编程基础、机器学习理论基础以及英文写作能力,同时对计算智能研究感兴趣的同学加入。
1. 省部级,基于知识迁移与挖掘的分布式群智能优化方法研究
2. 省部级,基于多策略引导的多模态多目标优化方法研究
3. 省部级,地方工科高校教育数字化转型与实施路径研究
4. 省部级,城市及工厂排污管线自动监测关键技术研究
5. 横向课题,多工序关联排程算法设计与开发
2007-09至2011-07 东北大学 自动化 本科
2012-09至2015-01 东北大学 软件工程 硕士研究生
2016-09至2023-07 东北大学 控制理论与控制工程 博士研究生
•YAN ZHOU , Yaochu Jin and Jinliang Ding, “Surrogate-Assisted Co-operative Co-evolutionary Reservoir Architecture Search for Liquid State Machines”, IEEE Transactions on Emerging Topics in Computa-tional Intelligence, 2023.(SCI, JCR 一区收录)
•Cheng Tang, Junkai Ji, Qiuzhen Lin and YAN ZHOU , “Evolutionary Neural Architecture Design of Liquid State Machine for Image Classific-ation,” ICASSP 2022 - 2022 IEEE International Conference on Acous-tics, Speech and Signal Processing (ICASSP), 2022. (EI 收录)
•YAN ZHOU , Yaochu Jin and Jinliang Ding, “Surrogate-Assisted Evol-utionary Search of Spiking Neural Architectures in Liquid State Ma-chines”, Neurocomputing, 406: 12-23, 2020. (SCI, JCR 一区收录)
•YAN ZHOU , Yaochu Jin and Jinliang Ding, “Evolutionary optimization of liquid state machines for robust learning”, International Symposium on Neural Networks, Moscow, Russia, July 10-12, 2019. (EI 收录)
•Xingyou Xia, YAN ZHOU , Jie Li and Ruiyun Yu, “Quality-Aware Sparse Data Collection in MEC-Enhanced Mobile Crowdsensing Systems,” in IEEE Transactions on Computational Social Systems, 2019. (EI 收录)
•Ruiyun Yu, Xingyou Xia, YAN ZHOU , “Compressed Sensing based Cooperative Data Gathering Algorithm in Crowdsensing Systems”, The 15th IEEE International Conference on Ubiquitous Intelligence and Computing(UIC 2018), 2018.(CCF C 类, EI 收录)
•Ruiyun Yu, YAN ZHOU , “Compressed Sensing Based Data Acquisi-tion Algorithm in Participatory Sensing System”, Journal of Northeast-ern University(Natural Science), 2015.(EI 收录)
•Ruiyun Yu, Xingyou Xia, Jie Li, YAN ZHOU , Xingwei Wang, “Social-Relationship-Based Mobile Node Location Prediction Algorithm in Par-ticipatory Sensing Systems”, Chinese Journal of Computers, 2015.(EI 收录)
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