Picture of James Bailey

Associate Professor James Bailey

Department of Computing and Information Systems

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 and Bioinformatics
Database systems

Publications

List of publications

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: PhD student working on spatial data mining.
Sergey Demyanov: PhD student working on data mining techniques for detecting deceptive behaviour.
Henry Gasko: Masters student working on knowledge discovery techniques for understanding diabetes.
Jiazhen He: Masters student working in data mining of heterogeneous information networks.
Yamuna Kankinage: Master student working in biomedical data mining
Miao Kang: Masters student working on data mining.
Yang Lei: PhD student working on data mining and clustering.
Yuxuan Li: PhD student working on data mining for location based privacy.
Kushani Perera: Masters student working on uncertain trajectory data.
Goce Ristanoski: PhD student working on financial time series data mining.
Simone Romano: PhD student working in data mining.
Yun Zhou: PhD 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.
Co-General Chair for the 24th ACM International Conference on Information and Knowledge Management (CIKM) 2015
Workshops Co-Chair for the 15th Asia-Pacific Web Conference (APWeb 2013)
Senior Programme Committee member for 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013)
Proceedings Chair for the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012)
Senior Programme Committee for 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-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 2013, ICDE 2013, PAKDD 2013, SDM 2013, ICDM 2013, IEEE BigData 2013, ECML-PKDD 2013 IEEE BDDS 2013
- KDD 2012, ICDM 2012, SDM 2012, CIKM 2012, DASFAA 2011, ICMLA 2012
- KDD 2011, ICDM 2011, SDM 2011, CIKM 2011, DASFAA 2011, ICMLA 2011, ICTAI 2011, ICMLA 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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