何春梅 - 湘潭大学 - 自动化与电子信息学院

个人简介

何春梅，湖南邵阳人，博士，副教授，硕士生导师（计算机科学与技术专业学硕和计算机技术专业专硕），中国计算机学会会员，中国人工智能学会会员，中国计算机学会人工智能专委会委员，中国人工智能学会模式识别专委会委员、中国人工智能学会知识工程与分布式智能专委会青年委员，湖南省人工智能学会理事，湘潭市首批高层次人才称号，近年承担国家自然科学基金项目7项（主持1项，参与6项），主持省级项目3项，主持厅级项目4项，第一作者发表SCI/EI检索期刊论文16篇，目前为IEEE Trans.On Fuzzy systems, Journal of Intelligent and Fuzzy Systems, International Journal of Machine Learning and Cybernetics, Frontiers of Computer Science等国际期刊审稿人。学习工作经历 2014.10-至今湘潭大学专任教师 2012.6-2018.6 南京理工大学计算机科学与工程学院从事博士后研究 2006.9-2010.4 南京理工大学获计算机应用技术专业博士学位

研究领域

机器学习：迁移学习及其在医学诊断中的应用模式识别：新型分类器的构建及其应用神经网络：神经网络学习算法及其应用研究

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Chunmei He*, Hongyu Kang, Xiaorui Li, Jinhua Zheng, Chaodong Fan. Adversarial Domain Adaptation Network for Tumor image diagnosis. International Journal of Approximate Reasoning, 2020, Under reviewed. Zhongze Wu, Chunmei He*, Liwen Yang, Fangjun Kuang. Attentive Evolutionary Generative Adversarial Network. Applied intelligence, 2020, onlined. Chunmei He*, Xiaorui Li, Yanyun Hu, Zhengchun Ye and Hongyu Kang. Microscope images automatic focus algorithm based on eight-neighborhood operator and least square planar fitting. Optik, 2020, 3(206):1-10 (SCI检索) https://www.sciencedirect.com/science/article/pii/S0030402620300668 Chunmei He*,Hongyu Kang,Tong Yao,Xiaorui Li. An effective classifier based on convolutional neural network and regularized extreme learning machine. Mathematical Biosciences and Engineering, 2019, 16(6): 8309-8321. (SCI检索) https://www.aimspress.com/article/10.3934/mbe.2019420 Chunmei He*, Yaqi Liu, Tong Yao, Fanhua Xu, Yanyun Hu and Jinhua Zheng. A fast learning algorithm based on extreme learning machine for regular fuzzy neural network.Journal of Intelligent & Fuzzy Systems, 2019, 36(4): 3263-3269.(SCI检索) https://www.researchgate.net/journal/1064-1246_Journal_of_Intelligent_and_Fuzzy_Systems Chunmei He*, Fanhua Xu,Yaqi Liu, Jinhua Zheng. A fast kernel extreme learning machine based on conjugate gradient. Network-Computation in Neural Systems, 2018, 29(1-4): 1-11.(SCI检索) https://doi.org/10.1080/0954898X.2018.1562247 Chunmei He*. Approximation of polygonal fuzzy neural networks in sense of Choquet integral norms. International Journal of Machine Learning and Cybernetics, 2014, 5(1): 93-99.(SCI检索) https://link.springer.com/article/10.1007/s13042-013-0154-8 Chunmei He*, Youpei Ye. Evolution computation based learning algorithms of polygonal fuzzy neural networks. International Journal of Intelligent Systems, 2011, 26(4):340-352. (SCI检索) https://onlinelibrary.wiley.com/doi/10.1002/int.20469 Zhengchun Ye, Chunmei He*. Morphological neural network based on QGA for image restoration. Advances in Mechatronics and Control Engineering, 2013, 1-3: 278-280. (SCI/EI检索) He Chunmei*. Evolutionary Learning Algorithm for Multi-layer Morphological Neural Networks. Information Technology Journal, 2013, 12:852-856.(EI检索) 何春梅*. 折线模糊神经网络对Choquet可积函数的泛逼近性. 微电子学与计算机，2013,30(1):32-36.（CSCD核心）何春梅*,叶征春,叶有培,韩牟.形态双向联想记忆网络的摄动鲁棒性研究.南京理工大学学报(自科版), 2011,35(5):664-669 (EI检索) Chunmei He. Influences of perturbation of training pattern pairs on morphological bidirectional associative memories. Fourth Inter. Conf. on Intelligent Computation Technology & Automation. 2011,1118-1121.(EI检索) 何春梅, 叶有培*,徐蔚鸿. 训练模式对的摄动对单体模糊神经网络的影响. 南京理工大学学报(自科版), 2009, 33(1):12-15. (EI检索) 何春梅,叶有培*,徐蔚鸿. 一般输入的折线模糊神经网络对模糊函数的通用逼近. 模式识别与人工智能,2009, 22(3):481-487. (EI检索) 何春梅,叶有培*,徐蔚鸿. 折线模糊神经网络对模糊函数的通用逼近. 计算机应用，2008, 28(6):1555-1587.（CSCD核心） Chunmei He, Youpei Ye, Weihong Xu. Research on Perturbation of Training Pattern Pairs on Monolithic Fuzzy Neural Networks. Journal of Information Computational Science, 2007, 4(3):905~911 (EI检索)