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Researchers

Hu XIA

Research Assistant,School of Computer Science and Engineering, UESTC, Chengdu, China

Research Interests
Data Mining, Social Network Analysis and its Applications.

 
Academic Degrees
Ph.D.   Computer Software and Theory 2008.9-2012.12
School of Computer Science and Engineering, UESTC, China
Advisor: Prof. Yan Fu
M. Eng.   Computer Software and Theory 2005.9-2008.6
School of Computer Science and Engineering, UESTC, China
Advisor: Prof. Yan Fu
B. Eng.   Computer Application    2000.9-2004.6
School of Computer Science and Technology, XAUT, China

 
Academic Experiences
Visit Student School of Computer Science, UMN, USA       2010.10-2011.10
 Advisor: Prof. Jaideep Srivastava

 
Publications
[1]   Hu Xia, Yan Fu, Junlin Zhou, Qi Xia,”Intelligent Spam Filtering for Massive Short Message Stream”, The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 2012, 32(2): p: 568-596.
[2]   Hu Xia, Yan Fu, Junlin Zhou, “Friends and Family: Analyzing and Predicting Relationships in Massive Text Messaging Corpuses”, National Doctoral Academic Forum of China, 2012, p:368-374
[3]   Zhi-dan Zhao, Hu Xia, Ming-sheng Shang, Tao Zhou, “Empirical Analysis on the Human Dynamics of a Large-Scale Short Message”, Chinese Physics Letters, Vol. 28, No. 6 (2011) 068901
[4]   Hu XIA, Yan FU, Junlin ZHOU, Yuke FANG, “Privacy-Preserving SVM Classifier with Hyperbolic Tangent Kernel”, Journal of Computational Information Systems, 2010, Vol. 6 (5) : 1415- 1420.
[5]   XIA Hu, FU Yan, FANG Yu-ke, ZHOU Jun-lin, “A self-feedback method of spam filtering”, CAAI Transactions on Intelligent Systems, April 2010, v5, n2, p:117-121.
[6]   Fu Yan, Lu Hua, Zhou Junlin, Hu Xia, Deng Yanjie, “An intuitive time series compression method”, Journal of Computational Information Systems, January 2010, v 6, n 1, p:189-195.
[7]   XIA Hu, FU Yan,“Sampling of Mass SMS Filtering Algorithm Based on Frequent Time-domain Area”, The 3rd International Conference on Knowledge Discovery and Data Mining 2010(WKDD 2010), Phuket, Thailand, January, 2010. p: 548-551.
[8]   Zhou J. L., Fu Y., Wu Y., Xia H., Fang Y., Lu H. “Anomaly Detection over Concept Drifting Data Streams”. Journal of Computational Information Systems. 2009, 6(5): 1697-1703.
[9]   Zhou Junlin, Fu Yan, Wu Yue, Xia Hu, Fang, Yuke, Lu, Hua, “Anomaly detection over concept drifting data streams”, Journal of Computational Information Systems, December 2009, v5, n6, p:1697-1703.
[10]  She Li, Xia Hu, Fu Yan, “Music Forum Mining Based On Emotion Theme”, Computer Science. Vol.36, No.5, May 2009, p:172-176
[11]  Xia Hu, Fu yan, “Efficient Algorithm of Mining the Leading Users From SMS Network”, The IEEE International Conference on Apperceiving Computing and Intelligence Analysis 2008 (ICACIA'08),Chengdu, Sichuan, China, Nov 2008. 13-15 Dec. 2008,p:93-96

 
Patents
[1]   Yan Fu, Hu Xia, An-long Chen, Yin Luo, “A self-feedback method of spam filtering”(p), Authorized No. ZL200810147718.8, Authorized date: 2011.11.09
[2]   An-long Chen, Yan Fu, Jin-quan Zeng, Hu Xia, Yin Luo, “A Supervisory Method of Mass-litter Message”(p), Authorized No. ZL200810147720.5, Authorized date: 2010.06.09

 
Computer Software Copyright
[1]    Computer Software Copyright: “Spam Message Monitoring System”, Registration No. 2008SR25271.

 
Research Experiences (Since 2007)
1/2013-12/2013 “Product Search based on image content in mobile phone”, the Science and Technology Support Fund of Sichuan under Grant No. 2012RZ0002, as the head, UESTC.
1/2011-present “Information recommend system based on complex networks”, the National Science Foundation of China under Grant No. 60973069, (The NSFC), as a Research Assistant, supervised by Prof. Mingsheng Shang.UESTC.
6/2012-12/2012 “Customer churn incline characteristic analysis and prediction”, Aba sub company of China Unicom , as the head, supervised by Prof.Fu Yan.UESTC
1/2010-12/2012 “Personalized privacy protection on multi-party collaborative Data Mining Model of ‘Internet of Things’”, the National Science Foundation of China under Grant No. 60984561, (The NSFC), as a Research Assistant, supervised by Prof. Li She.UESTC.
10/2010-10/2011 “The Virtual World Observatory: Identifying Real World (RW) Characteristics from Virtual Behavior”, King soft company, as a Research Assistant, supervised by Prof. Jaideep Srivastava. UMN.
1/2008-12/2010 “Web public opinion discovery based on the social networking mining”, the National High-Tech Research and Development Plan of China under Grant No. 07AA01Z440 (the National 863 Program), as a Research Assistant, supervised by Prof. Gao Hui, UESTC.
3/2008-11/2009 “SMS-based spam control software platform”, Science and Technology Support Fund of Sichuan under Grant No. 2008GZ0009, as a head, supervised by Prof. Fu Yan, UESTC.
12/2007-6/2009 “Based on data mining of mass SMS spam control technology research”, the National High-Tech Research and Development Plan of China under Grant No. 2007AA01Z423 (the National 863 Program), as a Research Assistant, supervised by Prof. Fu Yan, UESTC.
6/2007-12/2007 “Music recommendation system based on the music information”, College Fund of Huawei Company under Grant No. YBIN2007084, as the head, supervised by Prof.Fu Yan.UESTC