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Thu_20_April_2006 090'

Xue Li 李雪 (2008 Timetable)

 PhD(QUT), MSc(UQ), BSc (Chongqing)

 Associate Professor, MACM, MIEEE, MSIGKDD

 Email:    xueli at itee.uq.edu.au

School of Information Technology and
Electrical Engineering,
The University of Queensland ,
Brisbane, Queensland 4072

Australia

Xue Lidkebanner

 

Room 78-650, GP South Building (St Lucia)
Ph: 61-7-3365 2379 
Fax: 61-7-3365 4999
URL: www.itee.uq.edu.au/~xueli

 

Director of MInfTech 1.5-year degree

Director of MInfTech(Management) 2-year degree
·        Teaching
·        PhD Students

·        Publications

·        Editor of Journals
·        Conferences Organizations
·        Projects
·        International Development
 
 

Leader of Australian ARC EII Taskforce Workshop: RFID Data Processing and Management, 31 Aug 2007

Chair of Steering Committee of ADMA (Advanced Data Mining and Applications)

PC Chair of The First International Conference on Advanced Data Mining and Applications (ADMA'05) (Proceedings in LNAI 3584 through Springer)

PC Chair of The Second International Conference on Advanced Data Mining and Applications (ADMA'06) (Proceedings in LNAI 4093 through Springer)

PC Chair of The Third International Conference on Advanced Data Mining and Applications (ADMA'07) (Proceedings in LNAI 4632 through Springer)

 

 

 

Dr Xue Li is an Associate Professor in the School of Information Technology and Electrical Engineering at University of Queensland (UQ) in Brisbane, Queensland, Australia. He graduated in Computer Software from Chongqing University, Chongqing, China (1978 - 1982). He worked as a Lecturer at National University of Defence Technology (NUDT), Changsha, China (1982-1986). He obtained the MSc degree in computer Science from University of Queensland (1987 - 1990). He worked as a lecturer in the Department of Computing at the Queensland University of Technology (QUT), Australia (1990-1998). He obtained the Ph.D degree in Information Systems from QUT 1997. From Jan. 1998 to Dec 2000, he worked as a senior lecturer in School of ISTM, University of New South Wales, Sydney, Australia. Since December 2000, he has been working with University of Queensland. He is also an Adjunct Professor of University of Electronic Science and Technology, China and a Guest Professor of Chongqing University.

 

Dr Xue Li's major areas of research interests and expertise include: Data Mining, Multimedia Data Security, Database Systems, and Intelligent Web Information Systems.  He is a member of ACM, IEEE, and SIGKDD.

BD21332_

http://www.cit.gu.edu.au/~scz/images/tutorial.gif Teaching Courses

Dr Xue Li has taught courses on database systems, expert systems, data mining, computer networks, discrete mathematics, computer architecture, and programming languages. The following are the recently teaching courses:

 

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http://www.cit.gu.edu.au/images/graduate.gifPhD & MPhil Students

 

 

 

Xingzhi Sun (PhD Awarded, 1 July 2005)

PhD

Knowledge Discovery in Long Temporal Event Sequence

Zheng Liu (PhD Awarded, 1 July 2005)

PhD

Improvements on Data Security Algorithms for Streaming Multimedia

Dingyi Chen (PhD Awarded, 10 July 2006)

PhD

On Interactive Document Classification

Juggapong Natwichai (Awarded, 4/09/07)

PhD

Privacy Preserving Data Mining

 

Junhua Zhao (Awarded 9/7/07)

PhD

Data Mining for Forecasting of Electricity Market (with Dr Z.Y. Dong)

 

Son Nguyen (Awarded 19/12/07)

PhD

Data Partitioning Approach into Selected Data Mining Problems (with Prof M. Orlowska)

 

Shanle Ma (Awarded 15/03/08)

Mphil

Improvements to Personalized Recommender Systems

 

Manmeet Kaur Mahinderjit Singh

PhD

Algorithms for RFID Data Security and Privacy

Yi Ding

PhD

Effective Recommender Systems

Thien Wan Au

PhD

Intelligent web-based eLearning: using adaptive hypermedia and intelligent tutoring systems (with Shazia Sadiq)

Xin Yan

PhD

Generality Based Information Retrieval

Mohsin Ali

PhD

Efficient Clustering in Data Grids (with Dr Z.Y. Dong)

Carol Alice Pedersen

 

PhD

Accent classification from speech samples by use of machine learning  (with Prof Joachim Diederich)

 

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HH00546_ Publications

Dr Xue Li has published over 80 research papers including book chapters, editorial, journal papers, invited and standard conference papers. The following are the publications since he joined UQ (The University of Queensland).

 

 

2008

 

Technical Report

 

  1. Xue Li, Jing Liu, Quan Z. Sheng, and Weicai Zhong. Time To Live: Temporal Management of Large-Scale RFID Applications. Technical Report SSE-2008-02, Division of Systems and Software Engineering Research, School of Information Technology and Electrical Engineering, The University of Queensland, QLD 4072, Australia. October 2008.

 

Journal Publications

  1. Quan Z. Sheng, Xue Li, Sherali Zeadally (2008), Enabling Next-Generation RFID Applications: Solutions and Challenges, IEEE Computer, 41(9): 22-29, September 2008.
  2. Liu J., Zhong W., Jiao L., Li X. (2008), Moving Block Sequence and Organizational Evolutionary Algorithm for General Floorplanning With Arbitrarily Shaped Rectilinear Blocks, IEEE Transactions on  Evolutionary Computation, Vol 12, No 5, Oct. 2008, pp630-646.
  3. John P.T. Mo, Quan Z. Sheng, Xue Li, Sherali Zeadally (2008), RFID Infrastructure Design: A Case Study of Two Australian National RFID Projects, IEEE Internet Computing, Accepted Oct 2008.
  4. Mao Ye and Xue Li (2008), Projected Outlier Detection in High Dimensional Mixed-Attributes Data Set , International Journal of Expert Systems with Applications, Elsevier, accepted Sep. 2008.
  5. K. Deng, X. Zhou, H. T. Shen, S. Sadiq and X. Li (2008) Instance Optimal Query Processing in Spatial Networks, VLDB Journal, accepted August 2008.

 

Conference Publications

 

7.    Natwichai J. Sun X.,  Li  X. (2008) Data Reduction Approach for Sensitive Associative Classification Rule Hiding, Proc 19th conference on Australasian database - Volume 75 (ADC2008), Wollongong, Australia, ACM International Conference Proceeding Series; Vol. 313, pp23-30.

8.    Nguyen S.N., Orlowska M.E., & Li X. (2008) Graph Mining based on a Data Partitioning Approach, Proc 19th conference on Australasian database - Volume 75 (ADC2008), Wollongong, Australia, ACM International Conference Proceeding Series; Vol. 313, pp31-37.

9.    Natwichai J. Sun X., Li  X. (2008) A Heuristic Data Reduction Approach for Associative Classification Rule Hiding, Tenth Pacific Rim International Conference on Artificial Intelligence (PRICAI-08), 15-18 Dec 2008, Vietnam, Springer LNAI, 2008.

10. C. Tang, C.X. Ling, X.F. Zhou, N. Cercone, and X. Li (2008) Proceedings of Advanced Data Mining and Applications, LNAI 5139, Springer, Fourth International Conference, ADMA 2008, Chengdu China, 8-10 October 2008.

 

2007

 

Journal Publications

 

 

  1. Li X., Barajas J.M., and Ding Y. (2007), Collaborative Filtering on Streaming Data with Interest-Drifting, International Journal of Intelligent Data Analysis (IOS Press), Volume 11, Number 1, 2007, pp75-87.
  2. Li X. and Huang W. (2007), Design a Knowledge-based System to Automatically Assess Commercial Websites, International Journal of Information Technology and Decision Making Vol.6, Issue 1, (2007) pp43-59, http://www.worldscinet.com/ijitdm/06/0601/S02196220070601.html.
  3. Zhao J.H., Dong Z.Y., Li X., & Wong K.P. (2007) A Framework for Electricity Price Spike Analysis with Advanced Data Mining Methods, IEEE Transactions on Power Systems, Volume 22 Number 1, Feb., 2007, pp376-385.
  4. Zhao J.H., Dong Z.Y., Li X. (2007) An improved Naive Bayesian classifier with advanced discretisation method, Int. J. Intelligent Systems Technologies and Applications, Vol. 3, Nos. 3/4, 2007, pp241-256.
  5. Zhao J.H., Dong Z.Y. and Li X. (2007) Electricity Market Price Spike Forecasting and Decision Making, Journal of IET Generation, Transmission & Distribution, 1 (4): 647-654 JUL 2007.
  6. Ye M. and Li X. (2007) An Efficient Measure of Signal Temporal Predictability for Blind Source Separation, Neural Processing Letters, Vol.26, No.1, pp. 57-68. 2007.

Conference Publications

 

  1. Alhajj, R.; Gao, H.; Li, X.; Li, J.; Zaiane, O.R. (Eds.) (2007) Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007 Proceedings Lecture Notes in Artificial Intelligence Vol. 4632, Springer.
  2. Sun X.Z., Chang M., Li X., and Orlowska M. (2007) Discovering correlated items in data streams, proceedings of PAKDD’07, Lecture Notes in Artificial Intelligence, (LNAI 4426), Springer Verlag, 2007, pp260-271.
  3. Zhao J.H., Li X. and Dong Z.Y. (2007) Online Rare Events Detection, Proceedings of PAKDD’07, Lecture Notes in Artificial Intelligence (LNAI4426), Springer Verlag, 2007, pp1114-1121.

14.  Derakhshan R. Orlowska M., and Li X. (2007) RFID Data Management: Challenges and Opportunities. IEEE First International Conference on RFID, Dallas, Texas, USA, 26-28 March 2007, pp175-182.

  1. Shanle Ma, Xue Li, Yi Ding, & Maria Orlowska  (2007) A Recommender System with Interest-Drifting, International Conference on Web Information Systems Engineering (WISE07), France, 3-6 Dec 2007, Lecture Notes in Computer Science, (LNCS 4831), Springer Verlag, 2007, pp633-642.
  2. Mao Ye, Xue Li, Maria E. Orloswka, (2007) Supervised Dimensionality Reduction on Data Stream,  Proceedings of FKSD2007, The Fourth International Conference on Fuzzy Systems and Knowledge Discovery, Vol.1, pp. 674-678. 2007
  3. Mao Ye, Zengan Gao, Xue Li, Blind Separation of Positive Signals by Using Genetic Algorithm, ISNN2007, LNCS,  Lecture Notes in Computer Science, Vol. 4493. pp.741-749, 2007.
  4. Wang Q.Q., Dong Z.Y., Li X., and Zhao J.H. (2007) An Effective Approach to Predicting Electricity Market Price Spikes, Proceedings IEEE PES General Meeting, June 24-28 2007, Tampa, Florida, USA.

2006

Journal Publications

  1. Ye M., Fan X.Q. & Li X. (2006) A Class of Self-Stabilizing MCA Learning Algorithms, IEEE Transactions on Neural Networks, November 2006, Volume 17 Number 6, pp1634-1638.
  2. Orlowska, M. E., Sun, X., and Li, X. (2006) Can exclusive clustering on streaming data be achieved?. ACM SIGKDD Explor. Newsl. 8, 2 (Dec. 2006), 102-108. DOI= http://doi.acm.org/10.1145/1233321.1233339
  3. Chen D.Y. and Li X. (2006), Incremental Learning for Interactive Email Filtering, International Journal of Information Technology and Web Engineering (IJITWE), 1(2), 60-78, April-June 2006.
  4. Chen D.Y.,  Li, X,  Dong Z. Y, Chen, X. (2006) Fitness Assessment of Document Model, International Journal of Systems Science, Vol. 37, Taylor & Francis, pp.893 – 903.
  5. Hu Q. and Li, X. (2006) Special Issue for 2004 Annual Conference of IS/IT Issues in Asia-Pacific, Guest Editors, Journal of Global Information Management (JGIM), Vol. 14 No. 1, 2006.
  6. Huang, W., Le, T.W., Li, X. and Gandha, S. (2006), Categorizing Web Features and Functions to Evaluate Commercial Websites: An Assessment Framework and an Empirical Investigation of Australian Companies,  International Journal of Industrial Management and Data Systems, 2006, pp523-539.
  7. Li X., Zhang S.C., and Wang S.L. (2006), Advances in Data Mining Applications, Special Issue of IJDWM (International Journal of Data Warehouse and Mining), Guest Editors, 2(3), July 2006.
  8. Dong, Z.Y. Li, X., and Wang, S.L. (2006) Advances in Data Mining and Its Applications, Special Issue of IJSS (International Journal of Systems Science), Guest Editors, 12(3), July 2006 .
  9. Dong ZY, Li X, Wang SL(2006)  Special issue on advances in data mining and its applications International Journal Of Systems Science 37 (13): 865-866 Oct 20 2006.

Conference Publications

  1. Li X., Zaiane O., and Li Z.H. (2006) Advanced Data Mining and Applications (ADMA 2006), Lecture Notes in Artificial Intelligence (LNAI 4093), Editors, Springer 2006.
  2. Wang L. Jiao. L, Shi G. Li X. Liu J. (2006) Fuzzy Systems and Knowledge Discovery (FSKD2006), Lecture Notes in Artificial Intelligence (LNAI 4223), Editors, Springer 2006.
  3. Yan X., D.W. Song and Li X. (2006) Concept-based Document Readability in Domain Specific Information Retrieval, Proceedings of ACM CIKM 2006, (15th Conference on Information and Knowledge Management), Washington DC, USA, 6-11 Nov. 2006.
  4. Sun X.Z., Orlowska M., and Li X. (2006) Finding Frequent Itemsets in Data Streams, Sixth SIAM Data Mining Conference - 9th Workshop on High Performance and Distributed Mining, Washington DC, USA. 20-23 April, 2006.
  5. Ding Y. and Li, X. Orlowska M. (2006), Recency-Based Collaborative Filtering, Australian Computer Science Communications Vol., 28 No 2, Australasian Database Conference 2006 (ADC06), Tasmania, Jan 2006, ACM Digital Library, pp. 99-107.
  6. Yan X., Li X. and D.W. Song (2006), Document Generality: Its Computation for Ranking, Australian Computer Science Communications Vol., 28 No 2, Australasian Database Conference 2006 (ADC06), Tasmania, Jan 2006, ACM Digital Library, pp. 109-118.
  7. Natwichai J., Li X., and Orlowska M. (2006), A Reconstruction-based Algorithm for Classification Rules Hiding”, Australian Computer Science Communications Vol., 28 No 2,  Australasian Database Conference 2006 (ADC06), Tasmania, Jan 2006, ACM Digital Library, pp. 49-58.
  8. Bray, J. , Verma, B., Li X. and He, W., (2006), A Neural Network based Technique for Automatic Classification of Road Cracks,  IEEE International Joint Conference on Neural Networks, (IJCNN06), Vancouver BC, Canada, July 16-21, 2006, pp. 907-912.
  9. Zhao J.H., Dong Z.Y., and Li X. (2006), Electricity Price Forecasting with Effective Feature Pre-processing, Proceedings of IEEE 2006 PES General Meeting Montreal, Quebec, June 18-22, Canada. 

37.  Ali M., Dong Z.Y., and Li X. (2006), RSA-Grid: A Grid Computing Based Framework for Power System Reliability and Security Analysis, Proceedings of IEEE 2006 PES General Meeting Montreal, Quebec, June 18-22, Canada. 

38.  Xu Z., Ali M., Dong Z.Y., and Li X. (2006), A Novel Grid Computing Approach for Probabilistic Small Signal Analysis, Proceedings of IEEE 2006 PES General Meeting Montreal, Quebec, June 18-22, Canada.

39.  Ye M., Li X., Yang C., and Gao Z. (2006) Convergence Analysis of a Discrete-Time Single-Unit Gradient ICA Algorithm, Proceedings Part I of ISNN 2006, Lecture Notes in Computer Science Volume 3971, (LNCS 3971), Springer Verlag, 2006, pp. 1140-1146. 

 

2005

 

  1. Lu X., Z.Y. Dong, and Li X. (2005) Electricity Market Price Spike Forecast with Data Mining Techniques, International Journal of Electric Power Systems Research, Vol 73, Issue 1, ELSEVIER, Oxford, UK. pp19-29.
  2. Ding Y. and Li, X. (2005) “Time Weight Collaborative Filtering”, Proceedings of ACM CIKM 2005, (14th Conference on Information and Knowledge Management), Bremen, Germany, pp485-492.
  3. Barajas J.M. and Li X. (2005): “Collaborative Filtering on Data Streams”, PKDD 2005 (9th European Conference on Principles and Practice of Knowledge Discovery in Databases), Lecture Notes in Artificial Intelligence (LNAI 3721), Springer. pp. 429-436
  4. Li X., S. Wang, and Z. Dong (2005) Advanced Data Mining and Applications (ADMA 2005), Lecture Notes in Artificial Intelligence (LNAI 3584), Editors, Springer 2005.

44.  Yan X., Li X. and D.W. Song (2005), Document Re-ranking by Generality in
Bio-medical Information Retrieval, paper accepted, WISE05, (Web Information System Engineering), New York, Lecture Notes in Computer Science Volume 3806, (LNCS 3806), Springer Verlag, 2005, pp. 376 - 389

  1. Chen D. Y., Li X.  Dong Z.Y., and Chen X. (2005) Effectiveness of Document Representation for Classification, DaWaK 2005, (7th International Conference on Data Warehousing and Knowledge Discovery), Copenhagen, Denmark, Lecture Notes in Computer Science (LNCS 3589), Springer Verlag, pp368-377.
  2. Natwichai J., Li X., and Orlowska M. (2005) Hiding Classification Rules for Data Sharing with Privacy Preservation, DaWaK 2005, (7th International Conference on Data Warehousing and Knowledge Discovery), Copenhagen, Denmark, Lecture Notes in Computer Science (LNCS 3589),  Springer Verlag, pp468-477.
  3. Chen, D.Y., Li, X., Dong, Z.Y. and Chen X. (2005) Determining the Fitness of a Document Model by Using Conflict Instances. In: Australasian Database Conference (ADC), Newcastle, 31 Jan. – 3 Feb. 2005, Australian Computer Society Inc. pp. 125-133.
  4. Liu Z., Li X., and Dong Z. Y. (2005) Direct Fingerprinting on Multicasting Compressed Video, IEEE 11th International Conference on Multimedia Modelling, (MMM05), Melbourne, Australia, 12 - 14 Jan 2005, pp76-83.
  5. Zhao J.H., Dong Z.Y., Li X., K.P. Wong, (2005) A General Method for Electricity Market Price Spike Analysis", IEEE Power Engineering Society General Meeting, 2005, 12-16 June 2005, San Francisco, California, USA.
  6. Sun X., Orlowska M., and Li X. (2005) Finding Temporal Features of Event-Oriented Patterns, PAKDD 2005, Vietnam, May 2005, Lecture Notes in Artificial Intelligence, (LNAI 3518) Springer Verlag, 2005. pp778-784.
  7. Ali M, Li X., and Dong Z.Y. (2005) Efficient Spatial Clustering Algorithm Using Binary Tree, IDEAL 2005 (Sixth International Conference on Data Engineering and Automated Learning), Brisbane, July 2005, LNCS 3578 (Lecture Notes in Computer Science), Springer Verlag, pp294 -301.
  8. Ali M., Dong Z.Y, Li X. (2005): “Applications of Grid Computing in Power Systems”, Proceedings of Australiasian Universities Power Engineering Conference, (AUPEC 2005).
  9. Ghosh, R., Verma, B., and Li, X. (2005): Editors, Proceedings of Workshop on Learning Algorithms for Pattern Recognition in Conjunction with the 18th Australian Joint Conference on Artificial Intelligence (AI’05), ISBN: 1-86365-715-0, University of Technology, Sydney, Australia.

 

2004

 

54.  Chen, X., Orlowska, M. and Li X. (2004) A New Framework for Privacy Preserving Data Sharing, Proceedings of IEEE 4th International Conference on Data Mining ICDM04 Workshop: Privacy and Security Aspects of Data Mining, Brighton, UK, 1-4 Nov. 2004, pp47-56.

55.  Liu Z., Li X. and Z.Y. Dong (2004) A Lightweight Encryption Algorithm for Mobile Online Multimedia Devices, Web Information System Engineering (WISE04), Lecture Notes in Computer Science (LNCS 3306), Springer Verlag, 2004. pp 653-658.

56.  Chen D.Y, Dong Z.Y, Li X. and Smith P. (2004) Interactive Email Filtering - Learning From Misclassified Examples, Proceedings of IEEE Conference on Cybernetics and Intelligent Systems, (IEEE CIS04), Singapore, 2004.

57.  Sorbello M. J., Dong Z.Y., and Li X. (2004) On The Development of an Electricity Market Simulator, Australasian Universities Power Engineering Conference, AUPEC04, Brisbane, Australia, 26–29 September, 2004.

58.  Liu Z, Li X. and Dong Z. (2004) Enhancing Security of Frequency Domain Video Encryption, Proceedings of ACM Multimedia (ACM MM 2004), New York, USA, pp.304-307.

59.  Li X., (2004) An Overview of Intelligent Business Portals, Encyclopaedia of Information Science and Technology, Mehdi Khosrow-Pour (editor in Chief), Idea Publishing Group, 2004. Vol I-V, pp1583-1590.

60.  Liu Z, Li, X. and Dong, Z. (2004) A Sensor-based Multimedia Authentication System, Proceedings of ACM Security Workshop, Magdeburg, Germany September 20-21, 2004.

61.  Li X., (2004) Reflective Web Interface Agent, Proc. 6th APWeb’04, April, Hangzhou, China, in Lecture Notes in Computer Science (LNCS) 3007, Springer Verlag, 2004, pp146 - 151.

62.  Sun X.Z., M. Orlowska and Li X. (2004), Mining Temporal Event Sequences With Uncertainty. Journal of Informatica: Special issue on data mining for Intelligent Systems, 2004 (in print)

63.  Yan X., Li, X. and D.W., Song (2004) A Correlation Analysis on LSA and HAL Semantic Space Models, International Symposium on Computational and Information Sciences (CIS'04), Lecture Notes in Computer Science (LNCS 3314), Springer Verlag, 2004, pp710-717.

64.  Natwichai, J. and Li, X. (2004). Knowledge Maintenance on Data Streams with Concept Drifting, the International Symposium on Computational and Information Sciences (CIS'04), Lecture Notes in Computer Science (LNCS 3314), Springer Verlag, 2004, pp705-710.

65.  Chen D.Y. and Li, X. (2004), PLD: A Distillation Algorithm for Misclassified Documents, WAIM’04, Lecture Notes in Computer Science (LNCS 3129), Dalian, China, Springer Verlag, 2004. pp. 499-508.

66.  Liu Z. and Li X. (2004), Multimedia Authentication with Sensor-based Watermarking, IEEE International Conference of Multimedia and Exhibitions, Taiwan, 2004.

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