网络安全管理,基于大数据和人工智能的公共安全治理,云计算与大数据安全等。
共出版教材专著7部,发表学术论文100余篇,近年来代表性著作和论文如下:
1. 潘理,李建华,刘业政,齐佳音,姜元春,社交网络群体行为分析,科学出版社,2018年。
2. 潘理,翁亮,薛质等编著,陆松年主编,操作系统教程(第三版),电子工业出版社,普通高等教育“十一五”国家级规划教材,2010年。
3. KhouanethevaPholsena, Li Pan*, Zhenpeng Zheng. Mode decomposition based deep learning model for multi-section traffic prediction. World Wide Web Journal, 2020. DOI: 10.1007/s11280-020-00791-1(SCI IF= 1.77).
4. Zheng C, Pan L*, Wu P. Multimodal Deep Network Embedding with Integrated Structure and Attribute Information [J]. IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS. 2019.2920267. (SCI IF= 11.683)
5. Wu Peng; Pan Li* ; Zheng Conghui, Mining Set of Interested Communities with Limited Exemplar Nodes for Network Based Services, IEEE Transactions on Services Computing ( DOI: 10.1109/TSC.2018.2864147). (SCI IF= 5.707)
6. Peng Wu, Li Pan*. Mining Application-aware Community Organization with Expanded Feature Subspaces from Concerned Attributes in Social Networks. Knowledge-Based Systems. Volume 139, 1 January 2018, Pages 1-12. (SCI IF= 5.101)
7. Li H,Pan L*, Wu P. Dominated competitive influence maximization with time-critical and time-delayed diffusion in social networks. Journal of computational science. 2018, 28: 318-327. (SCI IF = 2.502)
8. Wu Peng; Pan Li*. Scalable influence blocking maximization in social networks under competitive independent cascade models. Computer Networks. 2017.08.4, 123: 38~50. (SCI IF = 3.03)
9. Pan Li*; Wu Peng; Huang Danhua. Reviews on Group Detection in Online Social Networks. Journal of Electronics and Information Technology.2017(09): 2097~2107.
10. Wu, Peng; Pan, Li*. Multi-objective community detection method by integrating users' behavior attributes. Neurocomputing, 2016.10.19, 210: 13~25. (SCI IF = 4.072)
11. Wu P, Pan L*. Multi-Objective Community Detection Based on Memetic Algorithm. PLoSONE 2015 10(5): e0126845. doi: 10.1371/journal.pone.0126845. (SCI IF =2.776)
12. PAN Li*, LIU Ning, ZI Xiaochao. Visualization Framework for Inter-Domain Access Control Policy Integration[J]. China Communications, 2013, 10(3): 67-75. (SCI IF =1.882)
13. Yu Wu, Li Pan*. Privacy-aware Personal Information Propagation Management in Social Networks. IEEE International Conference on Data Science in Cyberspace, 2018, 169-174. (Best Paper Award)
14. Qinchen Wu, Peng Wu, and Li Pan*. Combinational Meta-Paths Mining for Correlation Relationship Evaluation in Bibliographic Networks. 13th EAI International Conference on Collaborative Computing, 2017 Dec12. CollaborateCom 2017, LNICST 252, pp. 660–669, 2018.
15. Wei Yan, Li Pan*. Designing focused crawler based on improved genetic algorithm. 10th International Conference on Advanced Computational Intelligence, 2018: 319-323.
16. Tian Yongxue; Pan Li*. Predicting Short-term Traffic Flow by Long Short-Term Memory Recurrent Neural Network. IEEE Int Conf on Smart City, 2015.
17. Zhao K.; Pan L*.A machine learning based trust evaluation framework for online social networks. 13th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, IEEE TrustCom, 2014.
18. Lv, Shunming,Pan, Li*,Influence maximization in independentcascade model with limited propagation distance.The 16th Asia-Pacific Web Conference (APWeb). 2014.
19. Wu Peng; Pan Li*. Detecting Highly Overlapping Community Structure Based on Maximal Clique Networks. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2014.
20. Pan Li, Lobo Jorge, CaloSeraphin. Extending the CIM-SPL Policy Language with RBAC for Distributed Management Systems in the WBEM Infrastructure.11th IEEE International Symposium on Integrated Network Management, June 1~5, 2009, New York, USA: 145~148.
已获得国家发明专利授权13项。代表性发明专利授权如下:
1. 潘理,刘雄.基于高斯混合模型的实时交通状态评估方法,中国发明专利号: ZL201610430578.X, 授权公告日:2019-02-22.
2. 潘理,陈昊.基于组件关系的安卓软件可视化安全分析方法,中国发明专利号:ZL201610087460.1,授权公告日:2019-01-25.
3. 潘理,夏业超.社交网络Sybil群体检测方法,中国发明专利号: ZL201610087673.4,授权公告日: 2019-01-11.
4. 潘理,田永学.基于长短时记忆递归神经网络的短时交通流预测方法, 中国发明专利号:ZL201510757405.4, 授权公告日: 2018-01-19.
5. 潘理,吴鹏.基于局部搜索的多目标社区发现方法, 中国发明专利号:ZL201510058654.4, 授权公告日:2017-12-15.
6. 潘理,刘晨燕,訾小超.一种基于二进制序列集合的访问控制策略合成方法,中国发明专利号:ZL201210364329.7,授权公告日:2016-1-13.