Picture of James Bailey

Professor James Bailey

School 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: School 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

Machine learning
Artificial intelligence
Data mining
Applications
- Learning Analytics
- Immersive simulation
- Computational Health Informatics

Publications

List of publications

Recent Research Funding

Personalised data analytics for the Internet of Me. ARC Discovery Grant 2017-2019.
Data driven decision making for complex problems. ARC Discovery Grant 2017-2019.
Tripwire Generation for a Surgical ITS: What is the effectiveness of a data driven approach?. Office for Naval Research 2017.
Multi source inference from heterogeneous dynamic networks. ARC Discovery Grant 2014-2016.
Automating real-time feedback in virtual reality training through data mining. ARC Linkage Grant 2013-2015.
Smart comparison and assessment of prediction models for better health using next generation data mining. ARC Future Fellowship 2012-2015.

Research Students I Supervise or Co-supervise

Sadaf Afrashteh: PhD student working on ethics and transparency of AI
Sobia Amjad: PhD student working in health informatics
Sukarna Barua: PhD student work on machine learning
Tahrima Hashem: PhD student working on data mining
Yunzhe Jia: PhD student working on data mining
Xingjun Ma: PhD Data mining driven feedback in virtual environments
Anam Khan: PhD student working on learning analytics
Donia Malekian: PhD student working on learning analytics
Mahtab Mirmomeni: PhD student working on spatial analytics
Sadia Nawaz: PhD student working on learning analytics
Somayeh Naderivesal: PhD student working on spatiotemporal knowledge discovery
Florin Schimbinschi: PhD student working on machine learning
Namrata Srivastava: PhD student working on learning analytics
Shuo Zhou: PhD student working on data mining.

A list of completed students is here.

Professional Activities

Editorial Board, Knowledge and Information Systems.
Editorial Board, IEEE Transactions on Knowledge and Data Engineering (2011-2015).
Co-PC Chair for the 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2016)
Co-General Chair for the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015)

PC or SPC member for
- KDD 2018, IJCAI 2018
- PAKDD 2017, ICDM 2017
- KDD 2016, ECML-PKDD 2016, ICDM 2016
- KDD 2015, SDM 2015, ICDM 2015, ECML-PKDD 2015, PAKDD 2015

Teaching in 2018

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