Professor Xue Li
Professor

Xue Li

Email: 
Phone: 
+61 7 336 54044

Availability

Professor Xue Li is:
Not available for supervision

Fields of research

Information and Computing Sciences

Qualifications

  • Bachelor of Science, Chongqing University
  • Masters (Research) of Science, The University of Queensland
  • Doctor of Philosophy, Queensland University of Technology

Search Professor Xue Li’s works on UQ eSpace

362 works between 2001 and 2025
All (362) Journal Article (150) Book Chapter (9) Conference Publication (196) Book (1) Other Outputs (1) Edited Outputs (5)

281 - 300 of 362 works

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

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

An effective approach to predicting electricity market price spikes

Wang, Qing, Dong, Zhao Yang, Li, X.ue, Zhao, Junhua and Wong, Kit Po (2007). An effective approach to predicting electricity market price spikes. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida, USA, 24-28 June 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2007.385852

An effective approach to predicting electricity market price spikes

2007

Conference Publication

Supervised dimensionality reduction on streaming data

Ye, M., Li, X. and Orlowska, M. (2007). Supervised dimensionality reduction on streaming data. Fourth International Conference on Fuzzy Systems and Knowledge Discovery 2007 (FSKD 2007), Haikou, China, 24-27 August 2007. Los Alamitos, CA, U.S.A.: IEEE Computer Society. doi: 10.1109/FSKD.2007.548

Supervised dimensionality reduction on streaming data

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

Conference Publication

A recommender system with interest-drifting

Ma, S., Li, X., Ding, Y. and Orlowska, M. (2007). A recommender system with interest-drifting. 8th International Conference on Web Information Systems Engineering, Nancy, France, 3-7 December 2007. Berlin, Germany: Springer-Verlag. doi: 10.1007/978-3-540-76993-4_55

A recommender system with interest-drifting

2007

Journal Article

An efficient measure of signal temporal predictability for blind source separation

Ye, M. and Li, X. (2007). An efficient measure of signal temporal predictability for blind source separation. Neural Processing Letters, 26 (1), 57-68. doi: 10.1007/s11063-007-9042-0

An efficient measure of signal temporal predictability for blind source separation

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

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

2007

Conference Publication

RFID data management: Challenges and opportunities

Derakhshan, Roozbeh, Orlowska, Maria E. and Li, Xue (2007). RFID data management: Challenges and opportunities. IEEE International Conference on RFID 2007, Grapevine, Texas, USA, 26-28 March 2007. Piscatawa, NJ, United States: IEEE. doi: 10.1109/RFID.2007.346166

RFID data management: Challenges and opportunities

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

Journal Article

Design a knowledge-based system to automatically assess commercial websites

Li, X. and Huang, W. (2007). Design a knowledge-based system to automatically assess commercial websites. International Journal of Information Technology & Decision Making, 6 (1), 43-59. doi: 10.1142/S021962200700240X

Design a knowledge-based system to automatically assess commercial websites

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

Discovering correlated items in data streams

Sun, X., Chang, M., Li, X. and Orlowska, M. (2007). Discovering correlated items in data streams. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, 22-25 May 2007. Berlin, Germany: Springer-Verlag. doi: 10.1007/978-3-540-71701-0_27

Discovering correlated items in data streams

2006

Conference Publication

A grid computing based approach for probabilistic load flow analysis

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). A grid computing based approach for probabilistic load flow analysis. 7th IET International Conference on Advances in Power System Control, Operation and Management, APSCOM 2006, , , October 30, 2006-November 2, 2006. IEE. doi: 10.1049/cp:20062127

A grid computing based approach for probabilistic load flow analysis

2006

Journal Article

Special issue on advances in data mining and its applications

Dong, Z. Y., Li, X. and Wang, S. L. (2006). Special issue on advances in data mining and its applications. International Journal of Systems Science, 37 (13), 865-866. doi: 10.1080/00207720600891802

Special issue on advances in data mining and its applications

2006

Conference Publication

Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings

Li, Xue, Zaïane, Osmar R. and Li, Zhanhuai (2006). Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings. Springer Verlag.

Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings

2006

Conference Publication

A novel grid computing approach for probabilistic small signal analysis

Xu, Z., Ali, M., Dong, Z. Y. and Li, X. (2006). A novel grid computing approach for probabilistic small signal analysis. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, 18-22 June, 2006. Piscataway, NJ, United States: IEEE. doi: 10.1109/pes.2006.1709449

A novel grid computing approach for probabilistic small signal analysis

Current funding

  • 2023 - 2026
    Short Sequence Representation Learning with Limited Supervision
    ARC Discovery Projects
    Open grant

Past funding

  • 2018 - 2019
    A Large-Scale Distributed Experimental Facility for the Internet of Things (ARC LIEF grant administered by Macquarie University)
    Macquarie University
    Open grant
  • 2018 - 2021
    Development of New Aluminium Alloys through Big Data Analytics
    ARC Discovery Projects
    Open grant
  • 2017 - 2022
    Fusion of Digital Microscopy and Plain Text Reports for Automated Analysis
    ARC Linkage Projects
    Open grant
  • 2016 - 2019
    Interaction mining for cyberbullying detection on social networks (ARC Linkage Project administered by University of Technology Sydney)
    University of Technology Sydney
    Open grant
  • 2016 - 2019
    Opinion Analysis on Objects in Social Networks
    ARC Discovery Projects
    Open grant
  • 2014 - 2017
    Effective Recommendations based on Multi-Source Data
    ARC Discovery Projects
    Open grant
  • 2013 - 2015
    Learning Human Activities through Low Cost, Unobtrusive RFID Technology (ARC Discovery Project led by University of Adelaide)
    University of Adelaide
    Open grant
  • 2005 - 2007
    Mining Distributed High-Speed Time-Variant Data Streams
    ARC Discovery Projects
    Open grant

Availability

Professor Xue Li is:
Not available for supervision

Supervision history

Current supervision

  • Doctor Philosophy

    Weighted Ensembles for Different machine learning model that support non-data-sharing / vertical partition

    Principal Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Information Extraction from Large-scale Low-quality Data

    Principal Advisor

  • Doctor Philosophy

    Federated transfer learning on clinical multimodal data

    Principal Advisor

  • Doctor Philosophy

    Open-domain Dialogue Generation

    Principal Advisor

    Other advisors: Professor Helen Huang

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Principal Advisor

    Other advisors: Associate Professor Sen Wang

  • Doctor Philosophy

    Distribution-aware Automatic Summary Generalisation from Multi-modal Medical Data

    Principal Advisor

  • Doctor Philosophy

    Context-aware Representation Learning for Code Analysis

    Principal Advisor

  • Doctor Philosophy

    Entity Alignment for Evolving Temporal Knowledge Graphs

    Principal Advisor

  • Doctor Philosophy

    Privacy preservation with Large Language Models

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Associate Advisor

    Other advisors: Professor Guido Zuccon

  • Doctor Philosophy

    Data Mining on Many-to-Many Complex Relationships

    Associate Advisor

    Other advisors: Professor Guido Zuccon

  • Master Philosophy

    Multi-modal Detection of Video Disinformation

    Associate Advisor

    Other advisors: Dr Priyanka Singh

  • Doctor Philosophy

    Short Sequence Representation Learning with Limited Supervision

    Associate Advisor

    Other advisors: Associate Professor Jiajun Liu, Associate Professor Sen Wang

  • Doctor Philosophy

    Graph Mining for Legal Case Retrieval

    Associate Advisor

    Other advisors: Professor Helen Huang

Completed supervision

Enquiries

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