个人简介:苗发辉,男,汉族,中共党员,博士研究生学历,讲师。上海高等教育人才揽蓄计划B类(青年骨干)人才。主要从事进化计算、类脑计算和深度学习等方向研究,在相关领域发表多篇中科院Top论文。曾在教育部智能技术与教育应用工程研究中心从事研究,并曾在上市企业IT研发部门担任开发组经理,具备良好的软件开发实战经验。
(一)个人基础信息
性别:男
职务:讲师
博硕导:硕士生导师
电子邮箱:fhmiao@shmtu.edu.cn
(二)教育经历
2022年6月于北京师范大学计算机应用技术专业,取得博士学位
(一)研究领域及科研团队
研究领域:进化计算、类脑计算、深度学习
(二)代表性论文成果
[1] Miao Fahui, Yao L, Zhao X. Adaptive Margin Aware Complement-Cross Entropy Loss for Improving Class Imbalance in Multi-View Sleep Staging Based on EEG Signals[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30: 2927-2938. (SCI,中科院一区期刊)
[2] Miao Fahui, Yao L, Zhao X. Symbiotic organisms search algorithm using random walk and adaptive Cauchy mutation on the feature selection of sleep staging[J]. Expert Systems with Applications, 2021, 176: 114887. (SCI,中科院一区top期刊)
[3] Miao Fahui, Yao L, Zhao X. Evolving convolutional neural networks by symbiotic organisms search algorithm for image classification[J]. Applied Soft Computing, 2021: 107537. (SCI, 中科院一区top期刊)
[4] Zhou Y, Miao Fahui, Luo Q. Symbiotic organisms search algorithm for optimal evolutionary controller tuning of fractional fuzzy controllers[J]. Applied Soft Computing, 2019, 77: 497-508. (SCI, 中科院一区top期刊)
[5] Miao Fahui, Zhou Y, Luo Q. Complex-valued encoding symbiotic organisms search algorithm for global optimization[J]. Knowledge and Information Systems, 2019, 58(1): 209-248. (SCI, CCF B类)
[6] Miao Fahui, Zhou Y, Luo Q. A modified symbiotic organisms search algorithm for unmanned combat aerial vehicle route planning problem[J]. Journal of the Operational Research Society, 2019, 70(1): 21-52. (SCI, JCR:Q3)
[7] Miao Fahui, Yao L, Zhao X. Phasor Symbiotic Organisms Search Algorithm for Global Optimization[C] //International Conference on Intelligent Computing. Springer, Cham, 2020: 67-78.(CCF C类会议)
(一)授课信息
主讲本科生课程:计算机组成原理、大学信息技术基础
主讲研究生课程:高级数据库系统实现技术
(一)其它荣誉
2022.12 上海市高校新教师岗前培训 优秀