Book Chapters

  • Marcel Karnstedt, Tara Hennessy, Jeffrey Chan, Conor Hayes and Thorsten Strufe. Churn in Social Networks . In Handbook of Social Networks: Technologies and Applications, Springer Verlag, 2010. Pg. 185–220.


  • Yang Lei, James Bezdek, Jeffrey Chan, Nguyen Vinh, Simone Romano and James Bailey.  Extending Information-Theoretic Validality Indices for Fuzzy Clustering.  IEEE Transactions of Fuzzy Systems.  (to appear, accepted June 2016).  ERA A* rated.
  • Nguyen Xuan Vinh, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao and Jian Pei.  Discovering Outlying Aspects in Large Datasets.  Data Mining and Knowledge Discovery.  (to appear, accepted December 2015).  ERA A* rated.
  • Yi Han, Tansu Alpcan, Jeffrey Chan, Christopher Leckie, Benjamin I.P. Rubenstein.  A Game Theoretical Approach to Defend against Co-resident Attacks in Cloud Computing: Preventing Co-residence using Semi-supervised Learning.  IEEE Transactions on Information Forensics and Security.  (to appear, accepted December 2015).  ERA A* rated.
  • Vinh Nguyen, Shuo Zhou, Jeffrey Chan and James Bailey.  Can High-Order Dependencies Improve Mutual Information based Feature Selection?  Pattern Recognition.  (to appear, accepted November 2015).  ERA A* rated.
  • Sareh Fotuhi Piraghaj, Rodrigo N. Calheiros, Jeffrey Chan, Amir Vahid Dastjerdi and Rajkumar Buyya.  Virtual Machine Customization and Task Mapping Architecture for Efficient Allocation of Cloud Data Center Resources.  The Computer Journal.  (to appear, accepted October 2015).  ERA A rated.
  • Yi Han, Jeffrey Chan, Tansu Alpcan and Christopher Leckie.  Using Virtual Machine Allocation Policies to Defend against Co-resident Attacks in Cloud Computing.  IEEE Transactions on Dependable and Secure Computing. (to appear, accepted April 2015).  ERA A* rated.
  • Gerard Wong, Jeffrey Chan, Bronwyn Kingwell, Christoper Leckie and Peter Meikle. LICRE: unsupervised feature correlation reduction for lipidomics. Bioinformatics. Volume 30, Number 19, October 2014. Pg. 2832–2833. Supplementary materia.  ERA A rated.
  • Jeffrey Chan, Samantha Lam and Conor Hayes. Generalised Blockmodelling of Social and Relational Networks using Evolutionary Computing . Social Networks and Mining. Volume 4, Issue 1, February 2014. Pg. 1–24.
  • Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey and Christopher Lecke. A Time Decoupling Approach for Studying Forum Dynamics . Wide Wide Web Journal. Volume 16, Issue 5-6, November 2013. Pg. 595–620.
  • Jeffrey Chan, James Bailey, Christopher Leckie and Michael Houle. ciForager: Incrementally Discovering Regions of Correlated Change in Evolving Graphs . IEEE Transactions on Knowledge Discovery from Data. Volume 6, Issue 3, October 2012. Pg. 11:1-11:50.
  • Jeffrey Chan, James Bailey and Christopher Leckie. Using Graph Partitioning to Discover Regions of Correlated Change Spatio-Temporal Change in Evolving Graphs . Intelligent Data Analysis. Volume 13, Issue 5, October 2009. Pg. 755-793.
  • Jeffrey Chan, James Bailey and Christopher Leckie. Discovering Correlated Spatio-Temporal Changes in Evolving Graphs . Knowledge and Information Systems. Volume 16, Issue 1, July 2008. Pg. 53-96. 



Phd Thesis

Title: Finding correlated changes in evolving graphs
Supervisors: Prof. James Bailey Prof Christopher Leckie

Summary: Given a time series of snapshots of an evolving graph, we wish to group correlated changes together. Grouping related, correlated changes can to help to summarise the changes.Thesis: Discovering Regions of Correlated Change in Dynamic Graphs

Honours Thesis

Title: Simulation and Detection of Hitlist Worms.
Supervisors: Prof Christopher Leckie Dr Tao Peng

Summary: Simulation and Detection of hitlist worms using the history of source address access lists.Thesis: History based IP Worm Detection paper