胡艳梅
邮箱：huyanmei@cdut.edu.cn
学位：工学博士
职称：副教授
研究方向：数据挖掘、复杂网络分析
基本信息
胡艳梅，博士，副教授，四川遂宁人。长期从事数据挖掘、复杂网络分析等方面的教学与研究工作。共发表SCI/EI论文20余篇，包括INS，IEEE TR，KBS 等中科院2区以上的期刊论文10余篇。申请专利3项（授权1项），软件著作权登记2项。先后承担了国家自然科学基金和四川省重点研发计划项目，并参与了多个省级和国家级项目。
工作经历
2016.7-至今，成都理工大学，副教授
教育经历
2012-09至2016-06, 电子科技大学, 计算机应用技术, 博士
2009-09至2012-07, 东北师范大学, 计算机软件与理论, 硕士
2005-09至2009-07，东北师范大学，计算机科学与技术，学士
发表论文
1.YanmeiHu#*, Bo Yang, Bin Duo, Xing Zhu, Exhaustive Exploitation of Local Seeding Algorithms for Community Detection in a Unified Manner, Mathematics, 2022, 10(15), 2807. (SCIE,中科院三区)
2.YanmeiHu#*, Siyuan Yin, Yuchun Ren, The parallel computing of node centrality based on GPU, Mathematical Biosciences and Engineering, 2022, 19(3), 2700-2719. (SCIE,中科院四区)
3.胡艳梅#*，杨波，多滨；基于网络结构的正则化逻辑回归，计算机科学，2021, 48(7): 281-291.(中文期刊CCFB类)
4.Yanmei Hu#,Bo Yang*, Characterizing the structure of large real networks to improve community detection, Neural Computing and Applications, 2017,28(8): 2321-2333. (SCIE,中科院三区)
5.Yanmei Hu#, Bo Yang*, Chenyang Lv, A local dynamic method for tracking communities and their evolution in dynamic networks, Knowledge-Based Systems, 2016,110, 176-190. (SCIE,中科院二区)
6.Yanmei Hu#, Bo Yang*, Hau-San Wong, A weighted local view method based on observation over ground truth for community detection，Information Sciences, 2016, 355-356: 37-57. (SCIE,中科院一区,Top期刊)
7.Yanmei Hu#, Bo Yang*, Enhanced link clustering with observations on ground truth to discover social circles, Knowledge-Based Systems, 2015,73: 227-235. (SCIE,中科院二区)
8.Yanmei Hu#, Minghao Ying*, Xiangtao Li, A novel objective functionfor job-shop scheduling problem with fuzzy processing time and fuzzy duedateusing differential evolution algorithm, The International Journal of Advanced Manufacturing Technology, 2011,56(9-12): 1125-1138.(SCIE,中科院三区)
9.Minghao Ying#,Yanmei Hu*, Fengqin Yang, Xiangtao Li, Wenxiang Gu, Anovel hybrid k-harmonic means and gravitational search algorithm forclustering, Expert Systems with Applications, 2011,38(8): 9319-9324.(SCIE,中科院一区,Top期刊)
10.Bo Yang#*,Yanmei Hu, Chin-Yu Huang, An Architecture-based Multi-objective Optimization Approach to Testing-Resource Allocation, IEEE Transactions on Reliability, 2014, 64(1):497-515. (SCIE,中科院二区)
11.Yanmei Hu#, Yuchun Ren, Qiucheng Wang, A feature selection based on network structure for credit card default prediction, In Proc. of the 14th Chinese Conference on Computer Supported Cooperative Work and Social Computing, Kunming, 2019.08.16-2019.08.18
12.Yanmei Hu#, Kaiyang Hu, Bo Yang*, Nan Zhang, Xiaohui Gu, Voting based seeding algorithm for overlapping community detection, In Proc. of the7th International Conference on Cyber-enabled distributed computing andknowledge discovery, Xi'an,China,2015.09.17-2015.09.19
13.Yanmei Hu#, Minghao Ying*, Dunbo Cai, On the discovery and utility of precedence constraints in temporal planning, In Proc. of the Twenty-Fifth AAAI Conference on Artificial Intelligence, San Francisco, America, 2011.08.07-2011.08.11(CCF A类)
14.Qiucheng Wang,Yanmei Hu*, Jun Li, Community-based feature selection for credit card default prediction,In Proc. of the6th International Conference on Complex networks and their applications,Lyon,France,2017.11.29-2017.12.1
15.Yanmei Hu#*, Qiucheng Wang, Yuchun Ren, A Feature Selection Based on Network Structure for Credit Card Default Prediction, ChineseCSCW 2019: 275-286.
16.Yujian Huang, Qiang Liu, Jia Liu,Yanmei Hu*, Topic Discovery in Scientific Literature, ChineseCSCW 2022.
17.Yanmei Hu#*, Yingxi Zhang, Xiabing Wang, Jing Wu, Bin Duo, A local seeding algorithm for community detection in dynamic networks, in International Conference on Advanced Data Mining and Applications (ADMA), 2021. (CCF C类)
18.Biao Cai, Yanpeng Wang, Lina Zeng,Yanmei Hu, Hongjun Li, Edge classification based on convolutional neural networks for community detection in complex network, Physica A, 2020, 556(15): 124826. (SCIE，中科院2区)
19.Biao Cai, Lina Zeng, Yanpeng Wang, Hongjun Li,Yanmei Hu, Community Detection Method Based on Node Density, Degree Centrality, and K-Means Clustering in Complex Network, Entropy, 2019, 21: 1145. (SCIE，中科院3区)
20.Bin Duo, Yilian Li, Hao Hu, Junsong Luo,Yanmei Hu, Zibin Wang, Joint robust 3D trajectory and communication design for dual-UAV enabled secure communications in probabilistic LoS channel. Ad Hoc Networks, 2021(121):102592. (SCIE，中科院2区)
21.Bin Duo, Hao Hu, Yilian Li,Yanmei Hu, Xing Zhu, Robust 3D trajectory and power design in probabilistic LoS channel for UAV-enabled cooperative jamming, Vehicular Communications, 2021(32): 100387. (SCIE，中科院2区)
发明专利
1.胡艳梅，多滨，一种基于网络结构特征选择的信用卡违约预测方法，专利授权号：ZL202010269692.5
2.胡艳梅，刘佳，基于网络结构的研究热点演变趋势检测方法、介质及设备，专利申请号：202110952630.9
科研项目
1.国家自然科学基金，动态网络中基于局部视图的社区演变跟踪方法研究，2019.01-2021.12，主持。
2.四川省重点研发计划项目，基于社区演变预测的公共突发事件预警研究，2021.04-2023.03，主持。
