| 2014 | PAKDD | Ensemble Clustering of High Dimensional Data with FastMap Projection. | Imran Khan, Joshua Zhexue Huang, Nguyen Thanh Tung, Graham J. Williams |
| 2014 | PAKDD | Extensions to Quantile Regression Forests for Very High-Dimensional Data. | Nguyen Thanh Tung, Joshua Zhexue Huang, Imran Khan, Mark Junjie Li, Graham J. Williams |
| 2012 | PAKDD | Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data. | Baoxun Xu, Joshua Zhexue Huang, Graham J. Williams, Mark Junjie Li, Yunming Ye |
| 2011 | PAKDD | Analysis of Cluster Migrations Using Self-Organizing Maps. | Denny, Peter Christen, Graham J. Williams |
| 2008 | ICDM | ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps. | Denny, Graham J. Williams, Peter Christen |
| 2008 | PAKDD | Exploratory Hot Spot Profile Analysis Using Interactive Visual Drill-Down Self-Organizing Maps. | Denny, Graham J. Williams, Peter Christen |
| 2007 | AusDM | Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study. | Denny, Graham J. Williams, Peter Christen |
| 2007 | PAKDD | A Survey of Open Source Data Mining Systems. | Xiaojun Chen, Yunming Ye, Graham J. Williams, Xiaofei Xu |
| 2006 | PAKDD | Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering. | Yunming Ye, Joshua Zhexue Huang, Xiaojun Chen, Shuigeng Zhou, Graham J. Williams, Xiaofei Xu |
| 2005 | KDD | Mining risk patterns in medical data. | Jiuyong Li, Ada Wai-Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman |
| 2005 | KES | Representing Association Classification Rules Mined from Health Data. | Jie Chen, Hongxing He, Jiuyong Li, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman |
| 2004 | DaWaK | Exploring Possible Adverse Drug Reactions by Clustering Event Sequences. | Hongxing He, Graham J. Williams, Jie Chen, Simon Hawkins, Chris Kelman |
| 2004 | PAKDD | Temporal Sequence Associations for Rare Events. | Jie Chen, Hongxing He, Graham J. Williams, Huidong Jin |
| 2004 | PAKDD | Conceptual Mining of Large Administrative Health Data. | Tatiana Semenova, Markus Hegland, Warwick Graco, Graham J. Williams |
| 2003 | HIS | Mining the Data Stream. | Graham J. Williams |
| 2002 | AusDM | An Overview Of Temporal Data Mining. | Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2002 | DaWaK | Outlier Detection Using Replicator Neural Networks. | Simon Hawkins, Hongxing He, Graham J. Williams, Rohan A. Baxter |
| 2002 | DaWaK | Mining Temporal Patterns from Health Care Data. | Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2002 | ICDM | A Comparative Study of RNN for Outlier Detection in Data Mining. | Graham J. Williams, Rohan A. Baxter, Hongxing He, Simon Hawkins, Lifang Gu |
| 2001 | PAKDD | Feature Selection for Temporal Health Records. | Rohan A. Baxter, Graham J. Williams, Hongxing He |
| 2001 | PAKDD | Temporal Data Mining Using Hidden Markov-Local Polynomial Models. | Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2000 | IDEAL | Temporal Data Mining Using Multilevel-Local Polynominal Models. | Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2000 | KDD | On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms. | Kenji Yamanishi, Jun'ichi Takeuchi, Graham J. Williams, Peter Milne |
| 2000 | PRICAI | Artificial Intelligence in Industry. | Graham J. Williams, Dickson Lukose |
| 1999 | KDD | The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project. | Graham J. Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen G. Roberts |
| 1999 | PAKDD | Evolutionary Hot Spots Data Mining - An Architecture for Exploring for Interesting Discoveries. | Graham J. Williams |