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2009

Conference Publication

OcVFDT: One-class very fast decision tree for one-class classification of data streams

Li, Chen, Zhang, Yang and Li, Xue (2009). OcVFDT: One-class very fast decision tree for one-class classification of data streams. 3rd International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'09 in Conjunction with the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-09, Paris, France, 28 June 2009. New York, NY United States: ACM Press. doi: 10.1145/1601966.1601981

OcVFDT: One-class very fast decision tree for one-class classification of data streams

2009

Book Chapter

Incremental learning for interactive e-mail filtering

Ding-Yi Chen, Xue Li, Zhao Yang Dong and Xia Chen (2009). Incremental learning for interactive e-mail filtering. Agent technologies and web engineering: Applications and systems. (pp. 134-152) edited by David Rine and Ghazi Alkhatib. Hershey, PA, U.S.A.: IGI Global. doi: 10.4018/978-1-60566-618-1.ch008

Incremental learning for interactive e-mail filtering

2009

Conference Publication

Learning from experience: can e-learning technology be used as a vehicle?

Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: can e-learning technology be used as a vehicle?. 4th International Conference on e-Learning, ICEL 2009, Toronto, Canada, 16-17 July 2009.

Learning from experience: can e-learning technology be used as a vehicle?

2008

Journal Article

Moving block sequence and organizational evolutionary algorithm for general floorplanning with arbirtrarily shaped rectilinear blocks

Liu, J., Zhong, W., Jiao, L. and Li, X. (2008). Moving block sequence and organizational evolutionary algorithm for general floorplanning with arbirtrarily shaped rectilinear blocks. IEEE Transactions On Evolutionary Computation, 12 (5), 630-646. doi: 10.1109/TEVC.2008.920679

Moving block sequence and organizational evolutionary algorithm for general floorplanning with arbirtrarily shaped rectilinear blocks

2008

Journal Article

Enabling next-generation RFID applications: Solutions and challenges

Sheng, Quan Z., Li, Xue and Zeadally, Sherali (2008). Enabling next-generation RFID applications: Solutions and challenges. Computer, 41 (9), 21-28. doi: 10.1109/MC.2008.386

Enabling next-generation RFID applications: Solutions and challenges

2008

Conference Publication

Data reduction approach for sensitive associative classification rule hiding

Natwichai, J., Sun, X. and Li, X. (2008). Data reduction approach for sensitive associative classification rule hiding. Database Technologies 2008, Wollongong, Australia, 22-25 Jan 2008. Sydney: Australian Computer Soc Inc.

Data reduction approach for sensitive associative classification rule hiding

2008

Conference Publication

Data Quality in Privacy Preservation for Associative Classification

Harnsamut, N., Natwichai, J., Sun, X. and Li, X. (2008). Data Quality in Privacy Preservation for Associative Classification. Fourth International Conference on Advanced Data Mining and Applications (ADAMA 2008), Chengu, China, 8-10 Oct 2008. Berlin Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-540-88192-6_12

Data Quality in Privacy Preservation for Associative Classification

2008

Conference Publication

A heuristic data reduction approach for associative classification rule hiding

Natwichai, J., Sun, X. and Xue, Li (2008). A heuristic data reduction approach for associative classification rule hiding. PRICAI 2008: Tenth Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, 15-19 December 2008. Berlin, Germany: Springer Verlag. doi: 10.1007/978-3-540-89197-0_16

A heuristic data reduction approach for associative classification rule hiding

2008

Conference Publication

An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection

Zhu, Y., Ye, M., Liu, N., Zhao, X. and Li, X. (2008). An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection. Fourth International Conference on Natural Computation, 2008, Jinan, PR China, 18-20 Oct 2008. Los Alamatis, California: IEEE Computer Society. doi: 10.1109/ICNC.2008.101

An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection

2008

Conference Publication

Graph mining based on a data partitioning approach

Nguyen, Son N., Orlowska, Maria E. and Li, Xue (2008). Graph mining based on a data partitioning approach. Australasian Database Conference (ADC2008), Wollongong, Australia, 22-25 January 2008. Sydney, Australia: Australian Computer Society.

Graph mining based on a data partitioning approach

2008

Edited Outputs

Advanced Data Mining and Applications (ADMA)

Tang, C., Ling, C.X., Zhou, X. and Li, X. eds. (2008). Advanced Data Mining and Applications (ADMA). Fourth International Conference on Advanced Data Mining and Applications (ADAMA 2008), Chengdu, China, 8-10 October, 2008. Berlin & Heidelberg, Germany: Springer - Verlag.

Advanced Data Mining and Applications (ADMA)

2008

Conference Publication

One-class classification of text streams with concept drift

Zhang, Y., Li, X. and Orlowska, M. E. (2008). One-class classification of text streams with concept drift. IEEE International Conference on Data Mining Workshops 2008 (ICDMW '08), Pisa, Italy, 15-19 December 2008. Piscataway, NJ, U.S.A.: IEEE. doi: 10.1109/ICDMW.2008.54

One-class classification of text streams with concept drift

2007

Journal Article

Electricity market price spike forecasting and decision making

Zhao, J., Dong, Z.Y. and Li, X (2007). Electricity market price spike forecasting and decision making. IET Generation Transmission & Distribution, 1 (4), 647-654. doi: 10.1049/iet-gtd:20060217

Electricity market price spike forecasting and decision making

2007

Journal Article

A framework for electricity price spike analysis with advanced data mining methods

Zhao, J. H., Dong, Z. Y., Li, Xue and Wong, K. P. (2007). A framework for electricity price spike analysis with advanced data mining methods. IEEE Transactions on Power Systems, 22 (1), 376-385. doi: 10.1109/TPWRS.2006.889139

A framework for electricity price spike analysis with advanced data mining methods

2007

Conference Publication

Blind separation of positive signals by using genetic algorithm

Ye, Mao, Gao, Zengan and Li, Xue (2007). Blind separation of positive signals by using genetic algorithm. 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, 3-7 June, 2007. Germany: Springer-Verlag. doi: 10.1007/978-3-540-72395-0_91

Blind separation of positive signals by using genetic algorithm

2007

Journal Article

Collaborative filtering on streaming data with interest-drifting

Li, Xue, Barajas, Jorge M. and Ding, Yi (2007). Collaborative filtering on streaming data with interest-drifting. Intelligent Data Analysis, 11 (1), 75-87. doi: 10.3233/ida-2007-11105

Collaborative filtering on streaming data with interest-drifting

2007

Journal Article

An improved Naive Bayesian classifier with advanced discretisation method

Zhao J.H., Dong Z.Y. and Li X. (2007). An improved Naive Bayesian classifier with advanced discretisation method. International Journal of Intelligent Systems Technologies and Applications, 3 (3-4), 241-256. doi: 10.1504/ijista.2007.014262

An improved Naive Bayesian classifier with advanced discretisation method

2007

Edited Outputs

Advanced Data Mining and Applications: Third International Conference, ADMA 2007 Harbin, China, August 6-8, 2007 Proceedings

Reda Alhajj, Hong Gao, Jianzhong Li, Xue Li and Osmar R. Zaïane eds. (2007). Advanced Data Mining and Applications: Third International Conference, ADMA 2007 Harbin, China, August 6-8, 2007 Proceedings. Third International Conference, ADMA, Harbin, China, 6-8 August 2007. Springer.

Advanced Data Mining and Applications: Third International Conference, ADMA 2007 Harbin, China, August 6-8, 2007 Proceedings

2007

Conference Publication

Online rare events detection

Zhao, Jun Hua, Li, Xue and Dong, Zhao Yang (2007). Online rare events detection. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, Nanjing, May 22, 2007-May 25, 2007. Springer Verlag. doi: 10.1007/978-3-540-71701-0_126

Online rare events detection

2007

Conference Publication

Probabilistic transient stability analysis using grid computing technology

Ali, Mohsin, Dong, Zhao Yang, Zhang, Pei and Li, Xue (2007). Probabilistic transient stability analysis using grid computing technology. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida, USA, 24-28 June, 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2007.385837

Probabilistic transient stability analysis using grid computing technology