熊菲
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教学工作硕士生课程《网络内容安全技术》、《数据通信与网络》、《网络舆情安全技术》 本科生课程《通信工程专业综合实验》教育背景2011-2012年 卡内基梅隆大学(Carnegie Mellon University) 计算机工程专业 联合培养博士 2008-2013年 北京交通大学 通信与信息系统专业 博士 2007-2008年 北京交通大学 通信与信息系统专业 硕士 2003-2007年 北京交通大学 通信工程专业 学士 指导本科及研究生发表论文: 1. Chunfang Li, Fei Xiong. Social Recommendation With Multiple Influence From Direct User Interactions. IEEE Access, 2017, 5. (SCI, An2) 2. Zhaoyi Li, Fei Xiong, Ximeng Wang, Hongshu Chen, Xi Xiong. Topological Influence-Aware Recommendation on Social Networks, Complexity, 2019: 6325654 (SCI, An3) 3. Yutian Hu, Fei Xiong, Dongyuan Lu, Ximeng Wang, Xi Xiong, Hongshu Chen. Movie Collaborative Filtering with Multiplex Implicit Feedbacks, Neurocomputing, Accepted. (SCI, An3) 指导研究生开发了微博内容感知平台、网络大数据挖掘系统、互联网信息采集平台、网络化安全度量与评估平台等。 团队为优秀学生提供参加国际会议和联合培养等交流机会,有机会推荐到新加坡南洋理工大学、澳大利亚莫纳什大学、悉尼科技大学等学习访问。 工作经历2015.12至今 北京交通大学 副教授 2013.4~2015.12 北京交通大学 讲师 研究领域:机器学习与数据挖掘、人工智能应用、社交媒体计算、网络内容安全、推荐系统研究领域
研究方向信息网络电子与通信工程(专业学位)"专利[1] 基于网络拓扑的主题信息采集方法,发明专利,ZL200810227582.1,2/10[2] 一种基于多元特征的微博信息传播行为预测方法及系统,发明专利,ZL201110363961.5,2/5[3] 网络舆论的演化趋势的预测方法和装置,发明专利,201510670653.5,1/4[4] 基于用户特征及网络关系的微博推荐方法,发明专利,中国,2013106845187,3/4[5] 一种基于计算几何的高效、快速的地铁裂缝主干提取算法及系统,发明专利,ZL2013104077794,4/4[6] 基于重点元素的矩阵分解及微调方法,发明专利,中国,201610366251.0,3/3[7] 基于态势评估的网络热点话题发现方法及系统 ,发明专利,中国,2010105292737近期论文
论文/期刊 已发表论文70余篇,部分论文如下:Fei Xiong, Weihan Shen, Hongshu Chen, Shirui Pan, Ximeng Wang, and Zheng Yan, Exploiting Implicit Influence From Information Propagation for Social Recommendation. IEEE Transactions on Cybernetics, 2019, DOI: 10.1109/TCYB.2019.2939390. (SCI) Fei Xiong, Ximeng Wang, Shirui Pan, Hong Yang, Haishuai Wang, Chengqi Zhang. Social recommendation with evolutionary opinion dynamics. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, pp(99): 1-13. (SCI) Hongshu Chen, Ximeng Wang, Shirui Pan, Fei Xiong(通讯). Identify Topic Relations in Scientific Literature Using Topic Modeling. IEEE Transactions on Engineering Management, 2019, DOI: 10.1109/TEM.2019.2903115. (SCI) Linghe Kong, Wenhao Qu, Jiadi Yu, Hua Zuo, Guihai Chen, Fei Xiong(通讯), et al. Distributed Feature Selection for Big Data using Fuzzy Rough Sets. IEEE Transactions on Fuzzy Systems, 2019, Accepted (SCI) Liang Wang(通讯), Zhiwen Yu, Fei Xiong(通讯), Dingqi Yang, Shirui Pan, Zheng Yan. Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective, IEEE Transactions on Cybernetics, 2019, DOI: 10.1109/TCYB.2019.2906078 (SCI) Xinxin Jiang, Shirui Pan(通讯), Guodong Long, Fei Xiong(通讯), et al. Cost-sensitive Parallel Learning Framework for Insurance Intelligence Operation. IEEE Transactions on Industrial Electronics, 2019, 66(12): 9713-9723 (SCI) Xi Xiong, Shaojie Qiao, Yuanyuan Li, Fei Xiong, Ling He, Nan Han. Affective Impression: Sentiment-awareness POI Suggestion via Embedding in Heterogeneous LBSNs, IEEE Transactions on Affective Computing, 2019, DOI: 10.1109/TAFFC.2019.2925077. Fei Xiong, Yun Liu, et al. Modeling and predicting opinion formation with trust propagation in online social networks. Communications in Nonlinear Science and Numerical Simulation, 44: 513-524, 2017. (SCI) Fei Xiong, Yun Liu, et al. Analysis and application of opinion model with multiple topic interactions. Chaos, 2017, 27: 083113 (SCI) Fei Xiong, Zhao-Yi Li. Effective Methods of Restraining Diffusion in Terms of Epidemic Dynamics. Scientific Reports, 2017, 7: 6013 (SCI) Ximeng Wang, Yun Liu, Guangquan Zhang, Fei Xiong and Jie Lu. Diffusion-based recommendation with trust relations on tripartite graphs. Journal of Statistical Mechanics: Theory and Experiment, 2017 : 083405. (SCI) Liang Wang, Zhiwen Yu, Bin Guo, Fei Yi, Fei Xiong. Mobile Crowd Sensing Task Optimal Allocation: A Mobility Pattern Matching Perspective. Frontiers of Computer Science, 2017. (SCI) Fei Xiong, Yun Liu. Opinion formation on social media: an empirical approach. Chaos, 24: 013130, 2014. (SCI) Fei Xiong, Yun Liu, Zhenjiang Zhang. Correlation between information diffusion and opinion evolution on social media. Journal of Statistical Mechanics: Theory and Experiment, 2014, 2014: P12026. (SCI) Fei Xiong, Yun Liu, et al. Multi-source information diffusion in online social networks. Journal of Statistical Mechanics: Theory and Experiment, 2015, 2015: P07008. (SCI) Fei Xiong, Yun Liu, et al. An information diffusion model based on retweeting mechanism for online social media, Physics Letters A , 376(30-31): 2103-2108, 2012. (SCI) Fei Xiong, Yun Liu, Jiang Zhu. Competition of Dynamic Self-Confidence and Inhomogeneous Individual Influence in Voter Models, Entropy, 15(12): 5292-5304, 2013 (SCI) Fei Xiong, Yun Liu, et al. A Dissipative Network Model with Neighboring Activation, The European Physical Journal B, 84(1): 115-120, 2011. (SCI)Guest Editor Journal of Electrical and Computer Engineering Reviewer EPL、International Journal of Systems Science、Physica Letters A、Physica A Sensors、International Journal of Distributed Sensor Networks、Journal of Sensors IEEE Transactions on Computational Social Systems、计算机学报 相关热点