Guisong Liu 

PhDAssociate Professor         Chinese Name,

 

BIOGRAPHY 


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Dr. Liu received his B.S. degree in Mechanics from the Xian Jiao Tong University, Xian, China, in 1995, his M.S. degree in Automatics from the University of Electronic Science and Technology of China (UESTC), Chengdu, China, in 2000, and his PhD degree in Computer Science from UESTC in 2007. Now, he is an associate professor in the School of Computer Science and Engineering, UESTC, Chengdu, China. His research interests include (1) Theory and applications of neural networks, including supervised, unsupervised or semi-supervised learning algorithms, especially in Self-organizing Feature Map, Principal/Minor and Independent Component Analysis, Support Vector Machine, Neural Gas Networks, etc., and their applications in classification, clustering analysis and data mining, (2) Pattern recognition, especially in image and video processing, (3) Information security in virus/intrusion detection system, and (4) Software engineering.

 

PUBLICATIONS

 

 

²     A principal components analysis neural gas algorithm for anomalies clustering. Xiufen Fang, Guisong Liu. WSEAS Transactions on Systems, v9, n1, p42-51, January 2010

²     Study to speech emotion recognition based on TWINsSVM. Chengfu Yang, Luping Ji and Guisong Liu, 5th International Conference on Natural Computation, ICNC  2009, v 2, p 312-316, 2009

²     Modified PCNN filtering for fingerprint enhancement. Luping Ji, Xiaorong Pu, Guisong Liu. 5th International Conference on Natural Computation, ICNC 2009, v 2, p 404-408, 2009

²     Medial axis extraction using growing neural gas. Yee Zhang, Guisong Liu, et al. 2009 International Conference on Artificial Intelligence and Computational Intelligence, AICI 2009, v 2, p 544-548

²     Boosting the hierarchical hyperellipsoidal neural gas networks. Xiufen Fang, Guisong Liu, et al. Proceedings - 4th International Conference on Natural Computation, ICNC 2008, v 3, p 126-130

²     A hierarchical intrusion detection model based on the PCA neural networks. Guisong Liu, Zhang Yi, Shangming Yang. Neurocomputing, v70, n7-9, p1561-1568, March 2007,

²     An integrated intrusion detection system by using multiple neural networks. Guisong Liu, Xiaobin Wang. 2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008

²     An immune algorithm based on danger model. Chenggong Zhang, Guisong Liu, et al. 2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008

²     Intrusion detection using PCASOM neural networks. Guisong Liu, Zhang Yi. Lecture Notes in Computer Science, v3973 LNCS, p240-245, 2006, Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, Proceedings - Part III

²     Classifier design using adaptive GHA neural networks. GuiSong Liu and Xiao-Bin Wang. Journal of the University of Electronic Science and Technology of China, v 36, n 6, p 1241-1244, December 2007

²     Multidimensional K-anonymity partition method using entropy. Yan Hua and Gui-Song Liu. Journal of the University of Electronic Science and Technology of China, v 36, n 6, p 1228-1231, December 2007

²     Access control of local area network based on ARP protocol. Gui-Song Liu, Yan Hua and Zhang Yi. Journal of the University of Electronic Science and Technology of China, v 34, n 2, p 240-243, April 2005

²     Principal Component Neural Gas with Its Application to Clustering Analysis in Network Security. Guisong Liu and Zhang Yi. Dynamics of Continuous, Discrete & Impulsive Systems, Series A. Advances in Neural Networks, Vol. 14(S1), pp: 454-458, 2007.

²     Supervised PCA Neural Networks for Anomaly and Misuse Detection. Guisong Liu, Zhang Yi AND  Shangming Yang, Dynamics of Continuous, Discrete & Impulsive Systems, Series B. Vol.14(S3), pp: 270-276, 2007.

²     Regression ICA Algorithm for Image Denoising. Advances in Cognitive Neurodynamics. Shangming Yang, Zhang Yi and Guisong Liu, ICCN07, Springer Netherlands, 993-997, 2008.

²     On High Dimensional Pulse Coupled Neural Networks. Dynamics of Continuous. Luping Ji, Lifeng Shang and Guisong Liu,  Discrete and Impulsive Systems, Series A: Mathematical Analysis, Vol. 14 (S1) pp.369-373, 2007.

²     Introduction to Information Security. Yujie Hao, Guisong Liu, Qin Ke, Yan Hua, UESTC Press (Book). Aug. 2007.

²     Application Research on Intrusion Detection by Using Neural Networks. Guisong Liu and Jiandong Guo. Computer Science, 33 (8S). PP:259-262. 2006.

²     Application Research on Electric Power System by Using Wireless Communication Technology. Guisong Liu and Gaojun Lei. in Proc. 11th National Youth Communication Technology. 2006, pp. 1-6.

²     The New Network Project to Combine Graphic with Database Used to Integrate Web Application in Distribution Network Management. Guisong Liu and Fu Xiao. Power Demand Management. Vol.7 No.6 pp. 29-31. 2005.

²     A New Algorithm for Mining of Frequent Itemsets of Association Rules. Hua Yan, Zhang Yi and Guisong Liu. Computer Science, 2003,30(8S). PP:275-277.  

 

CONTACT ME

 

 

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Computational Intelligence Laboratory,
School of Computer Science and Engineering

University of Electronic Science and Technology of China, 
Chengdu 610054, P. R. China. 
Email:
lgs@uestc.edu.cn Guisongliu@gmail.com

========================================================================================== . Sep. 2010