HDR Students
Students interested in
pursuing research related to Text mining, Data Mining, Web Personalization
and Ontology Learning towards Honours, Masters, or PhD degrees are welcome to
contact me (y2.li@qut.edu.au)
for further information.
|
|
John King (successful completion in 2004)
|
|
|
Degree
|
Master by
Research
|
|
|
Thesis
Title
|
Deep Web
Collection Selection
|
|
|
Research Paper
|
J. King and Y. Li, Web
based collection selection, in IEEE/WIC
International Conference on Web Intelligence, Canada, 2003, 104-110.
|
|
Ben Murphy (successful
completion in 2006)
|
|
|
Degree
|
Honours
Student (1st class)
|
|
|
Thesis
Title
|
Topic-oriented
mining and reasoning
|
|
|
Research
Paper
|
Y. Li, B. Murphy and N. Zhong, Mining Interesting Topics for Web
Information Gathering and Web Personalization, in IEEE/ACM/WIC International Conference on
Web Intelligence. France, 2005,
305-308.
|
|
Xiaohui Tao (Daniel) (successful
completion in 2006)
|
|
|
Degree
|
Honours
Student (1st class)
|
|
|
Thesis
Title
|
Information
fusion
|
|
|
Research
Paper
|
X. Tao, J. King and Y. Li,
Information fusion with subject-based information gathering method for
intelligent multi-agent models, in iiWAS2005, 861-870.
|
|
Jingtong Wu (successful completion in 2007)
|
|
|
Degree
|
Honours
Student (1st class)
|
|
|
Thesis
Title
|
Multi-tier Granule Mining
Oriented Data Warehouse Model
|
|
|
Research
Paper
|
Wanzhong
Yang, Yuefeng Li, Jingtong
Wu, Yue Xu: Granule mining oriented data
warehousing model for representations of multidimensional association
rules. IJIIDS 2(1):
125-145 (2008).
|
|
Dr Sheng-Tang Wu (successful completion in 2007 -
Outstanding
Doctoral Thesis)
|
|
|
Degree
|
PhD
|
|
|
Thesis
Title
|
Knowledge
Discovery Model and its Application for Text Mining
|
|
|
Research
Papers
|
[1] S.-T. Wu, Y. Li, Y. Xu, B. Pham and P. Chen,
Automatic pattern taxonomy extraction for Web mining, IEEE/WIC/ACM
International Conference on Web Intelligence, Beijing, 2004, 242-248.
[2] S.T. Wu, Y. Li and Y. Xu, Deploying Approaches for
Pattern Refinement in Text Mining, 6th IEEE International
Conference on Data Mining (ICDM 2006), Hong Kong, 2006, 1157-1161.
|
|
Dr John
King (successful completion in 2008 )
|
|
|
Degree
|
PhD
|
|
|
Thesis
Title
|
Search
Engine Content Analysis
|
|
|
Research
papers
|
[1] J. King, Y. Li, X. Tao and R. Nayak, Mining world knowledge for
analysis of search engine content, Web Intelligence and Agent Systems:
an international journal, 2007, Vol. 5, No. 3, pp.233-253.
[2]J. King, Y. Li, P.D. Bruza and R. Nayak,
Preliminary investigations into ontology-based collection selection, Australian Journal of Intelligent
Information Processing Systems, Vol 9, No. 2 pp 33-40, 2006.
|
|
Dr Susan
Zhou (successful completion in 2009)
|
|
|
Degree
|
PhD
|
|
|
Thesis
Title
|
Rough Set Based Reasoning and Pattern Mining for Information
Filtering
|
|
|
Research papers
|
[1] Xujuan
Zhou, Yuefeng Li, Peter
Bruza, Sheng-Tang Wu, Yue Xu,
Raymond
Y. K. Lau: Using Information Filtering in Web Data Mining
Process. Web
Intelligence 2007: 163-169.
[2] Yuefeng Li, Xujuan
Zhou, Peter
Bruza, Yue Xu,
Raymond
Y. K. Lau: A two-stage text mining model for information
filtering. CIKM 2008:
1023-1032.
|
|
Dr Daniel
Tao (successful completion in 2009 – Deans Award for Academic Excellence)
|
|
|
Degree
|
PhD
|
|
|
Thesis
Title
|
ONTOLOGY MINING FOR WEB
INFORMATION GATHERING
|
|
|
Research
Paper
|
[1] X. Tao,
Y. Li, N. Zhong, and R. Nayak. Ontology mining for personalized web information
gathering. IEEE/WIC/ACM international Conference on Web
Intelligence, Silicon Valley, USA, 2007, pages 351-358
[2] X. Tao, Y. Li, and R. Nayak, A knowledge retrieval model using
ontology mining and user profiling, Integrated Computer-Aided Engineering, 2008, Volume
15 , Issue 4, 313-329.
[3] X. Tao,
and Y. Li, A User Profiles Acquiring Approach Using Pseudo-Relevance
Feedback, in RSKT 2009:
658-665. (Best Student Paper)
[4] X. Tao, Y. Li, and N. Zhong, A Personalized Ontology Model for
Web Information Gathering, accepted by
IEEE Transactions on Knowledge and Data Engineering, 1 December 2009.
|
|
Dr Wanzhong
Yang (successful completion in 2009)
|
|
|
Degree
|
PhD
|
|
|
Thesis
Title
|
Granule based
Knowledge Representation for intra and inter Association Rule Mining
|
|
|
Research
paper
|
[1] Y. Li, W. Yang and Y. Xu, Multi-Tier
Granule Mining for Representations of Multidimensional Association Rules, 6th
IEEE International Conference on Data Mining (ICDM 2006), Hong Kong,
2006, 953-958.
[2] W. Yang,
Y. Li, J. Wu and Y. Xu, Granule Mining Oriented Data Warehousing Model for
Representations of Multidimensional Association Rules, International
Journal of Intelligent Information and Database Systems, 2008, Vol. 2,
No. 1, pp. 125-145.
|
|
Current HDR Students
|
|
Mrs
Danqing Zhang
|
|
Degree
|
PhD, part
time
|
|
Thesis
Title
|
Context
Based Image Retrieval of Traditional Chinese Paintings
|
|
Research Papers
|
D. Zhang, B. Pham
and Y. Li, Modelling Traditional Chinese
Paintings for Content-Based Image Classification and Retrieval, in 10th International
Multimedia Modelling Conference, 2004,
258-264.
|
|
Mr Abdulmohsen Algarni
|
|
Degree
|
PhD, full time
|
|
Thesis
Title
|
Mining Negative Relevance Feedback for Adaptive Information
Filtering
|
|
Research Papers
|
[1] Abdulmohsen
Algarni, Yuefeng Li, Yue Xu,
Raymond
Y. K. Lau: An effective model of using negative relevance
feedback for information filtering. CIKM 2009:
1605-1608.
[2] Yuefeng Li, Abdulmohsen
Algarni, Sheng-Tang Wu, Yue Xue: Mining Negative Relevance Feedback for
Information Filtering. Web
Intelligence 2009: 606-613.
[3] Abdulmohsen
Algarni, Yuefeng Li, Yue Xu: Adaptive Information Filtering Based
on PTM Model (APTM). Web Intelligence/IAT Workshops 2008:
37-40.
|
|
Mr Jingtong Wu
|
|
Degree
|
PhD, full time
|
|
Thesis
Title
|
Granule mining
oriented data warehousing
|
|
Research Papers
|
[1] Jingtong
Wu, Yuefeng Li: Granule Oriented Data Warehouse Model. RSKT 2009:
255-263.
[2] Wanzhong
Yang, Yuefeng Li, Jingtong
Wu, Yue Xu: Granule mining oriented data
warehousing model for representations of multidimensional association
rules. IJIIDS 2(1):
125-145 (2008)
|
|
Mr Luepol Pipanmaeraporn
|
|
|
Degree
|
PhD, full time
|
|
Thesis
Title
|
Constraint-based
Pattern Mining for Knowledge Discovery in Texts
|
|
Research Papers
|
|
|
Mr Nawaf Alkharboush
|
|
|
Degree
|
PhD, full time
|
|
Thesis
Title
|
A Data Mining Approach to Improve the automated Quality of
Data
|
|
Research Papers
|
|
|
Mr Yan She
|
|
|
Degree
|
Master by Research,
full time
|
|
Thesis
Title
|
Personalized
Ontology for Enhancing the Performance of Web Search
|
|
Research Papers
|
|
|
|
|
|
|