何强 - 东北大学 - 医学与生物信息工程学院

个人简介

工学博士，东北大学医学与生物信息工程学院生物医学信息学系副教授，硕士研究生导师。东北大学计算机应用技术专业博士毕业，新加坡南洋理工大学联合培养博士。从事人工智能、机器学习算法（图神经网络、群智能优化、多智能体、深度强化学习）、数据挖掘（社交网络分析、影响最大化、医疗信息的传播与推广、谣言控制、医疗大数据分析）、生物医学信息学（传染病信息学、智能医疗、健康信息学）等方向教学研究工作。在IEEE Transactions on Knowledge and Data Engineering、IEEE Transactions on Neural Networks and Learning Systems 、IEEE Transactions on Cybernetics、IEEE Transactions on Cloud Computing、IEEE Systems Journal，Information Sciences、Applied Soft Computing、Neural Computing and Applications和Applied Intelligence等国际期刊和会议上发表论文40多篇，其中SCI检索30多篇，第一作者或通信作者发表JCR一区9篇，授权国家发明专利2项；负责中国博士后基金、辽宁省博士启动基金、中央高校基本业务费等4项，参与国家自然基金4项；荣获辽宁省自然学术成果奖1项。

研究领域

1. 人工智能、机器学习算法（图神经网络、群智能优化、多智能体、深度强化学习） 2. 数据挖掘（网络与医疗大数据分析、医疗信息的传播与推广、社交网络分析、影响最大化、谣言控制） 3. 传染病信息学：传染病模型，传染病传播的抑制 4. 智能医疗、健康信息学

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）

1. Q. He, H. Fang, J. Zhang, X. Wang. Dynamic Opinion Maximization in Social Networks, IEEE Transactions on Knowledge and Data Engineering, 2021. (SCI, CCF A, JCR Q1) 2. Q. He, X. Wang, B. Yi, et al. Opinion Maximization through Unknown Influence Power in Social Networks under Weighted Voter Model, IEEE Systems Journal, 2019. (SCI, JCR Q1) 3. Q. He, X. Wang, M. Huang, et al. CIMOF: A Community-based Framework to Tackle Influence Maximization for Opinion Formation in Social Networks, Information Sciences, 2020. (SCI, CCF B, JCR Q1) 4. Q. He, X. Wang, M. Huang, et al. Positive Opinion Maximization in Signed Social Networks, Information Sciences, 2021. (SCI, CCF B, JCR Q1) 5. Q. He, X. Wang, M. Huang, et al. Heuristics-based Influence Maximization for Opinion Formation in Social Networks, Applied Soft Computing, 2018. (SCI, JCR Q1) 6. Q. He, X. Wang, M. Huang, et al. TIFIM: A Two-stage Iterative Framework for Influence Maximization in Social Networks, Applied Mathematics and Computation, 2019. (SCI, JCR Q1) 7. Q. He, X. Wang, B. Yi, et al. Multi-stage Opinion Maximization for Preventative Health in Social Networks, Neural Computing and Applications, 2021. (SCI, CCF C, JCR Q1) 8. F. Mao, L. Ma, Q. He*, et al. Match Making in Complex Social Networks. Applied Mathematics and Computation, 2020. (SCI, JCR Q1) 9. Q. He, Z. Lei, X. Wang. An Effective Scheme to Address Influence Maximization for Opinion Formation in Social Networks, Transactions on Emerging Telecommunications Technologies, 2019. (SCI, JCR Q2) 10. Q. He, X. Wang, Y. Cai, et al. An Adaptive Approach for Handling Two-dimension Influence Maximization in Social Networks, International Journal of Communication Systems, 2018. (SCI, JCR Q3) 11. Q. He, X. Wang, et al. Reinforcement Learning Based Competitive Opinion Maximization Approach in Signed Social Networks, IEEE Transactions on Computational Social Systems, 2020, Major revision.2021 12. Q. He, X. Wang, et al. Rumor Suppression in Social Networks Based on DSEIR Model, IEEE Transactions on Network Science and Engineering, 2021, Under Review (SCI, JCR Q1).2021