Associate Professor James Bailey
Contact
NAME@ADDRESS
where NAME = baileyj and ADDRESS = unimelb.edu.au
Phone: +61 3 8344 1319
Fax: +61 3 9349 4596
Postal: Department of Computing and Information Systems,
The University of Melbourne, Victoria 3010, Australia.
Face to face: Room 7.09, Doug McDonell Building
( Building 168).
Research Interests
- Data mining and machine learning
- Computational Health Informatics
- Bioinformatics
Publications and Activities
Recent Research Funding
-
Smart comparison and assessment of prediction models for better health using next generation data mining.
ARC Future Fellowship 2012-2015.
-
Next generation data mining techniques for analysing large evolving networks.
ARC Discovery Grant 2011-2013.
-
Managing private location data in a mobile and networked world: getting the balance right.
ARC Discovery Grant 2011-2013.
- Comparative analysis and exploration of collections of data clusterings. ARC Discovery Grant
2008-2010.
- SeqSeeker: a search engine for large numbers of very long sequences. ARC Discovery Grant 2008-2010.
Research Students I Supervise or Co-supervise
- Tanusri Bhattacharya: Masters student working on location based social networks.
- Sergey Demyanov: Masters student working in data mining.
- Rajkumar Gaire: PhD student working in bioinformatics.
- Henry Gasko: Masters student working on knowledge discovery techniques for understanding diabetes.
- Andrey Kan: PhD student working on spatio-temporal data mining.
- Yuxuan Li: Masters student working on data mining for location based privacy.
- Goce Ristanoski: PhD student working on financial time series data mining.
- Simone Romano: Masters student working in data mining.
- Lei Zhang: PhD student working in bioinformatics and protein sequence
analysis.
- Yun Zhou: Masters student working on data mining for immersive real time
simulations.
A list of completed students is here.
Professional Activities
- Editorial Board,
IEEE Transactions on Knowledge and Data Engineering.
- Editorial Board,
Knowledge and Information Systems.
- Editorial Board,
International Journal of Machine Learning and Cybernetics.
- Workshops Co-Chair for
the 15th Asia-Pacific Web Conference (APWeb 2013)
- Proceedings Chair for the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD 2012)
- Vice Chair for the 2011 International Conference on Data Mining (ICDM 2011)
- Workshops Co-Chair for the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011)
- Senior Program Committee member for the 10th International Conference on Machine Learning and Applications (ICMLA'11)
- Area Chair for the
15th International Conference
on Database Systems for Advanced Applications (DASFAA) 2010.
- Senior Program Committee Member for the 23rd Australia Joint Conference on
Artificial Intelligence 2010, 2012
- Area Chair for the 2009 SIAM International Conference on Data Mining (SDM)
- Best Paper Awards Committee member for the 2009
IEEE Conference on Data Mining
(ICDM)
- Publicity chair for
the 14th International Conference on Database Systems for Advanced Applications (DASFAA 2009), April 2009, Brisbane, Australia.
- Co-PC chair of the
7th International Conference on Web Information
Systems Engineering (WISE 2008)
- Co-PC chair of the
Eighteenth Australasian Database Conference (ADC 2007, ADC 2006)
- Co-PC Chair of the
Workshop on Principles and Practice of Semantic Web Reasoning 2006
- PC member for
- KDD 2012, ICDM 2012, SDM 2012
- KDD 2011, ICDM 2011, SDM 2011, DASFAA 2011, ICMLA 2011, CIKM 2011, ICTAI 2011
- KDD 2010, ICDM 2010, SDM 2010, DASFAA 2010, APWeb 2010, WAIM 2010, DEXA 2010, EDOC 2010, ICMLA 2010
- ICDM 2009, VLDB 2009, SDM 2009, CIKM 2009, CEC 2009, ADC 2009, APWeb/WAIM 2009, ADMA 2009, WISE 2009, ADC 2009, DEXA 2009, AI 2009, COMAD 2009
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University of Melbourne.