Research output per year
Research output per year
Personal profile
Biography
Graham leads teams of developers and researchers delivering innovative and cutting edge Data Science solutions utilising AI and Machine Learning to target important business use cases. He has a focus on developing technology for good and sharing through open source software practices.
Graham served in a number of senior roles across different sectors. With Microsoft Graham was Director of Data Science, mentoring developers and researchers and working across industries. As an executive with the Australian Taxation Office and the Whole of Government Data Analytics Centre of Excellence he guided government departments in setting up their Data Science capabilities. At the Commonwealth Scientific and Industrial Research Organisation (CSIRO) he initiated the first Data Mining research group in Australia. He is the author of books and open source software widely used in teaching.
Graham has a PhD in Computer Science (Machine Learning) from the ANU and BSc Hons (Maths) (First Class) University of Adelaide.
Research Interests
If interested in a PhD programme please share a demonstration of your work as published, for example, on a git repository. An mlhub package would be a great demonstration of your capabiities.
- Democratising AI, Machine Learning, and Data Science (https://mlhub.ai);
- Privacy and Data Analysis over massively distributed data (https://ecosysl.net);
- Reasoning over Knowledge Graphs, entity resolution and link discovery;
- Open source software for data science (https://rattle.togaware.com);
- New Approaches to Teaching Data Science - Teaching Hospital
Research student supervision
- Registered to supervise
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Collaborations and top research areas from the last five years
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Development of the COVID-19 Real-Time Information System for Preparedness and Epidemic Response (CRISPER), Australia
Field, E., Dyda, A., Hewett, M., Weng, H., Shi, J., Curtis, S., Law, C., McHugh, L., Sheel, M., Moore, J., Furuya-Kanamori, L., Pillai, P., Konings, P., Purcell, M., Stocks, N., Williams, G. & Lau, C. L., 11 Nov 2021, In: Frontiers in Public Health. 9, 753493.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Differential privacy for public health data: An innovative tool to optimize information sharing while protecting data confidentiality
Dyda, A., Purcell, M., Curtis, S., Field, E., Pillai, P., Ricardo, K., Weng, H., Moore, J. C., Hewett, M., Williams, G. & Lau, C. L., 10 Dec 2021, In: Patterns. 2, 12, p. 1-7 7 p., 100366.Research output: Contribution to journal › Review article › peer-review
Open Access23 Citations (Scopus) -
Erratum: Osteoclasts recycle via osteomorphs during RANKL-stimulated bone resorption (Cell (2021) 184(5) (1330–1347.e13), (S0092867421001525), (10.1016/j.cell.2021.02.002))
McDonald, M. M., Khoo, W. H., Ng, P. Y., Xiao, Y., Zamerli, J., Thatcher, P., Kyaw, W., Pathmanandavel, K., Grootveld, A. K., Moran, I., Butt, D., Nguyen, A., Corr, A., Warren, S., Biro, M., Butterfield, N. C., Guilfoyle, S. E., Komla-Ebri, D., Dack, M. R. G., Dewhurst, H. F., & 27 others, 1 Apr 2021, In: Cell. 184, 7, p. 1940 1 p.Research output: Contribution to journal › Comment/debate › peer-review
Open Access48 Citations (Scopus) -
Starting With SOAP: rapid deployment of contract tracing in a pandemic
Broad, E., Sheel, M., Lazar, S., Thampapillai, D., Trumpf, J., McLennan, A., Reid, K., Bentley, C., Daniell, K., Swift, B., Tiu, A., Williams, G., Kasirzadeh, A. & Uren, T., 2020, Canberra. 1 p.Research output: Book/Report › Commissioned report › peer-review
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Wsrf: An R package for classification with scalable weighted subspace random forests
Zhao, H., Williams, G. J. & Huang, J. Z., 2017, In: Journal of Statistical Software. 77, 1Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus)
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Novel methods of data integration and federated learning for many-party individual-privacy applications
Christen, P., Nanayakkara, C., Vidanage, A. & Williams, G.
1/01/24 → 31/12/25
Project: Research
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Closed Loop Non-Invasive Brain Stimulation Treatment for Depression
Fitzgerald, P., Moore, J., Suominen, H. & Williams, G.
30/06/23 → 29/06/28
Project: Research
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Stage 2: Researching the Scottish Historical Population Platform (SHiPP)
Christen, P., Nanayakkara, C. & Williams, G.
1/10/22 → 31/03/26
Project: Research
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GYHS - Privacy by Design Indigenous Digital Health Infrastructure for AI in Indigenous Health with the Yarrabah Community
Williams, G. & Moore, J.
1/03/22 → 31/07/25
Project: Research
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Industrial Chemicals Evaluations Prioritisation Tool - Review
Williams, G. & Antic, A.
22/06/20 → 31/01/21
Project: Research