苗发辉 硕士生导师,博士,讲师
地址:糖心vlog213室
个人简介:
苗发辉,上海高等教育人才揽蓄计划B类人才。于北京师范大学获得工学博士学位,曾在教育部智能技术与教育应用工程研究中心从事研究。在进化计算等领域的相关重要国际期刊和会议发表论文多篇,包括中科院top类期刊3篇,CCF B类期刊1篇等,据Google Scholar数据,相关论文被引用百余次。曾参与国家自然科学基金面上基金、青年基金等项目的研究工作。担任《Expert Systems with Applications》、《Artificial Intelligence Review》等多个国际期刊审稿人。此外,曾在上市企业的IT研发部门担任开发小组经理近2年,具备良好的软件开发实战经验。
研究方向:
进化计算、深度学习、基于EEG的类脑计算、组合优化、大数据等
招收硕士研究生:
招生专业:计算机科学与技术
真诚欢迎有上进心、责任心、踏实自律的同学加入!
代表论文:
[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,中科院二区期刊)
[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.(EI)
主讲课程
(1)研究生课程
高级数据库系统实现技术
(2)本科生课程
计算机组成原理、大学信息技术基础