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

Implementing Encrypted Private Data Sharing between Personal Data Vaults
Anushka Vidanage, Jess Moore, Dawei Chen, Graham Williams, Sergio José Rodríguez Méndez, Tony Chen
- SoSy2026-Privacy Paper
- Readers: Everyone
Characterising reproducibility debt in scientific software
Zara Hassan, Christoph Treude, Michael Norrish, Graham Williams, Alex Potanin
- Journal of Systems and Software
- Readers: Everyone
Characterising reproducibility debt in scientific software: A systematic literature review
Zara Hassan, Christoph Treude, Michael Norrish, Graham J. Williams, Alex Potanin
- J. Syst. Softw. 2025
- Readers: Everyone
Taxonomy of Anomaly Types in Knowledge Graphs
Asara Senaratne, Peter Christen, Pouya Ghiasnezhad Omran, Graham J. Williams
- ESWC (Satellite Events) 2025
- Readers: Everyone
The integrated delivery of large-scale data mining
Graham Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen Roberts
- Large-Scale Parallel Data Mining
- Readers: Everyone
Mining risk patterns in medical data
Jiuyong Li, Ada Wai Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham Williams, Ross Sparks, Chris Kelman
- KDD-2005: 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, IL, United States, 21/08/05
- Readers: Everyone
Hybrid random forests
Baoxun Xu, Joshua Zhexue Huang, Graham Williams, Mark Junjie Li, Yunming Ye
- Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings
- Readers: Everyone
Extensions to quantile regression forests for very high-dimensional data
Nguyen Thanh Tung, Joshua Zhexue Huang, Imran Khan, Mark Junjie Li, Graham Williams
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
- Readers: Everyone
Stratified over-sampling bagging method for random forests on imbalanced data
He Zhao, Xiaojun Chen, Tung Nguyen, Joshua Zhexue Huang, Graham Williams, Hui Chen
- Intelligence and Security Informatics - 11th Pacific Asia Workshop, PAISI 2016, Proceedings
- Readers: Everyone
Data mining of administrative claims data for pathology services
Simon Hawkins, Graham J. Williams, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland, Fuchun Huang, Ole Nielsen, Tatiana Semenova, Andrew Smith
- Proceedings of the Hawaii International Conference on System Sciences
- Readers: Everyone

View all 79 publications

Co-Authors

View all 93 co-authors