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刘影

基本信息

刘影, 女,博士/博士后,副教授

邮件地址:shinningliu@163.com

个人简历

电子科技大学博士、博士后。国家建设高水平大学公派留学博士。以第一作者身份在Scientifi Reports,Physical Review E, Physica A等国际主流期刊发表SCI论文多篇。目前主持国家自然科学基金青年基金1项、四川省科技计划项目应用基础研究1项。参与多项国家自然科学基金面上项目。担任SCI期刊PLoS ONE, Physica A常任审稿人。多次参加复杂网络领域国际和国内会议并作报告。

主要研究方向

复杂网络、数据挖掘与大数据技术、医疗信息挖掘、机器学习

代表性成果

发表的代表性论文

[17] K. Zheng, Y. Liu*, Y. Wang, W. Wang*.  k-core percolation on interdependent and interconnected multiplex networks. Under review, 2020. (SCI期刊,学生一作)
[16] J. Chen, Y. Liu*, M. Tang*, J. Yue. Asymmetrically interacting dynamics with mutual confirmation from multi-source on multiplex networks. arXiv: 2101.01340. Under review, 2020. (SCI期刊,学生一作)
[15] Q. Zeng, Y. Liu*, L. Pan, M. Tang*. Identify Influential Spreaders in Asymmetrically Interacting Multiplex Networks. arXiv: 2101.01457v1. Under review, 2020. (SCI期刊,学生一作)
[14]J. Qu, M. Tang, Y. Liu, S. Guan. Identifying influential spreaders in reversible process. Chaos, Solitons and Fractals 140, 110197, 2020.  (SCI 2区期刊,学生一作)
[13] Y. Xu, M. Tang*, Y. Liu*, Y. Zou, Z. Liu. Identifying epidemic threshold by temporal profile of outbreaks on networks. Chaos 29: 113106, 2019. (SCI 3区期刊, 学生一作)
[12] K. Gong, J.-J. Wu, Y. Liu, Q. Li, R.-R. Liu*, M. Tang*. The effective healing strategy against localized attacks on interdependent spatially embedded networks. Complexity 7912857, 2019. (SCI 2区期刊)
[11]Q. Ni, M. Tang, Y. Liu,Y.-C.Lai.Machine learning dynamical phase transitions in complex networks. Physical Review E 100, 052312, 2019. (SCI 3区期刊,数学物理2区,领域内权威期刊,IF=2.366).
[10] Y. Liu, M. Tang, Y. Do, P. M. Hui. Accurate ranking of influential spreaders based on dynamically asymmetric link weights. Physical Review E 96:022323, 2017.( SCI 3区期刊,数学物理2区,领域内权威期刊,IF=2.366)
[9] M.-X. Liu, W. Wang, Y. Liu, M. Tang, S.-M. Cai, and H.-F. Zhang, Social contagions on time-varying community networks. Physical Review E 95: 052306,  2017. (SCI 3区期刊,数学物理2区,领域内权威期刊,IF=2.366)
[8] Y. Liu, M. Tang, T. Zhou, Y. Do. Identify influential spreaders in complex networks, the role of neighborhood. Physica A 452:289-298, 2016. (SCI 3区期刊,IF=2.243.)
[7] 刘影,王伟,尚明生,唐明. 复杂网络上疫情与舆情的传播及其基于免疫的控制策略. 复杂系统与复杂性科学, 13:74–83, 2016. (EI期刊)
[6] Y. Liu, M. Tang, T. Zhou, Younghae Do. Core-like groups result in invalidation of identifying super-spreader by k-shell decomposition. Scientific Reports 5:9602, 2015. (SCI 2区期刊,IF=5.228)
[5] Y. Liu, M. Tang, T. Zhou, Younghae Do. Improving the accuracy of the k-shell method by removing redundant links: From a perspective of spreading dynamics. Scientific Reports 5:13172, 2015. (SCI 2区期刊,IF=5.228)
[4] Y. Liu, M. Tang, J. Yue and J. Gong. Identify influential spreaders in complex real-world networks. IEEE International Conference on Internet of People, Beijing 2015. (EI国际会议)
[3] Z. Zhao, Y. Liu and M. Tang, Epidemic variability in hierarchical geographical networks with human activity patterns. Chaos 22: 023150, 2012. (SCI 3区期刊)
[2] P. Shu, M. Tang, K.Gong, and Y. Liu, Effects of weak ties on epidemic predictability on community networks, Chaos 22: 043124, 2012. (SCI 3区期刊)
[1] Y. Liu, J. Yue, X. Liang, et.al. Design of a random number generator from fingerprint. ICCIS 2010 (EI会议).

主持和参与的科研项目

1. 多层网络最有影响力的传播源识别,四川省科技计划项目应用基础研究,主持,2020.1-2022.6.
1. 基于双层网络关键节点的流行病传播策略研究,国家自然科学基金,主持, 2019.1-2021.12。
2. 社会网络的传播控制策略研究,电子科技大学博士后科学基金,主持,已结题。
3. 社会网络的快速分层算法,西南石油大学科研启航计划,主持,已结题。
4. 基于机器学习的时变网络表示方法研究,国家自然科学基金,主研,已结题。
5. 时序网络拓扑特征分析及其在肺癌脑转移风险预测中的应用,四川省科技厅基础研究项目,主研。
6. 西南石油大学数据智能科研创新团队-复杂网络大数据分析,西南石油大学创新团队,主研。

更新时间:2020-01-10

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