Graham Williams

Full Professor, Software Innovation Institute, Australian National University

Joined

January 2026

Names

Graham Williams (Preferred)

Graham J. Williams

Emails

****@anu.edu.au (Confirmed)

****@togaware.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Software Innovation Institute, Australian National University (anu.edu.au)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

data privacy and sovereignty

Present

privacy first AI and ML

Present

data science

Present

Publications

Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data
He Zhao, Xiaojun Chen, Thanh-Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams, Hui Chen
- Published: 01 Jan 2016, Last Modified: 29 Jun 2023
- PAISI 2016
- Readers: Everyone
Extensions to Quantile Regression Forests for Very High-Dimensional Data
Nguyen Thanh Tung, Joshua Zhexue Huang, Imran Khan, Mark Junjie Li, Graham J. Williams
- Published: 01 Jan 2014, Last Modified: 27 Jun 2023
- PAKDD (2) 2014
- Readers: Everyone
Special issue on behavior computing
Longbing Cao, Philip S. Yu, Hiroshi Motoda, Graham Williams
- 2013 (modified: 29 Jan 2023)
- Knowl. Inf. Syst. 2013
- Readers: Everyone
Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data
Baoxun Xu, Joshua Zhexue Huang, Graham J. Williams, Mark Junjie Li, Yunming Ye
- Published: 01 Jan 2012, Last Modified: 27 Jun 2023
- PAKDD (1) 2012
- Readers: Everyone
A Survey of Open Source Data Mining Systems
Xiaojun Chen, Yunming Ye, Graham J. Williams, Xiaofei Xu
- Published: 01 Jan 2007, Last Modified: 29 Jun 2023
- PAKDD Workshops 2007
- Readers: Everyone
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
- 2006 (modified: 01 Nov 2021)
- PAKDD 2006
- Readers: Everyone
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
- 2005 (modified: 21 Jan 2026)
- KES (3) 2005
- Readers: Everyone
Association Rule Discovery with Unbalanced Class Distributions
Lifang Gu, Jiuyong Li, Hongxing He, Graham J. Williams, Simon Hawkins, Chris Kelman
- 2003 (modified: 21 Jan 2026)
- Australian Conference on Artificial Intelligence 2003
- Readers: Everyone

Graham Williams

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors