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 Big Data
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, ICDM 2018, PAKDD 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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