Personal profile
Personal profile
Azizur Rahman is a Professor in the School of Computing, Mathematics and Engineering and the Leader of 'Data Mining Research Group' at Charles Sturt University, Australia. He earned a BSc (Honours) in Statistical Science, an MSc (Thesis) in Biostatistics, and a PhD in Economics and Applied Statistics from the University of Canberra under the supervision of Professor Ann Harding, AO FASSA. He worked as a biostatistical research fellow in the Faculty of Health and Medical Sciences at the University of Adelaide. Professor Rahman is a statistician and data scientist with expertise in developing and applying novel methodologies, models and technologies. He designs projects to understand multi-disciplinary research issues within various fields with the interaction or adaptation of statistics, data science, AI, and ML. Professor Rahman develops data-centric "alternative computational methods in microsimulation modelling technologies", which are handy tools for decision-making processes in government and non-government organizations, precision estimation, policy analysis and evaluation. He founded and runs the 'Data Analytics Lab' at Charles Sturt. Professor Rahman has accrued more than $4.03 million of external research funding and over 210 scholarly publications and received several awards, including the ANZRSAI's 2023 Outstanding Service Award and the Charles Sturt Excellence Awards in 2023 and 2024. He also ranked as one of the world's top 2% researchers by the Stanford University/Elsevier rankings.
Research Interests
- Data science and AI
- Bayesian inference, multilevel modelling and big-data analysis
- Model validation with uncertainty or reliability estimates
- Socioeconomic, demographic and health research
- Spatial analysis and small area estimation
- Statistics, data mining and deep learning
- Water and environmental research
Professional Information
Membership of Editorial Panels:
- Editor, Sustaining Regions: The Newsletter of ANZRSAI
- Guest Editor, Journal of Environmental Management
- Guest Editor, International Journal of Environmental Research and Public Health
- Academic Editor, PLOS ONE
- Editorial Board Member, Australasian Journal of Regional Studies
- Editorial Board Member, World Review of Business Research
- Editorial Board Member, International Journal of Community and Social Development
- Associate Editor, International Review of Business Research Papers
- Associate Editor, International Journal of Microsimulation
Teaching
Undergraduate:
- MTH105 Introductory Mathematics
- QBM120 Business Data Analysis
- STA201 Scientific Statistics
- STA308 Experimental Design and Analysis
Postgraduate:
- STA401 Postgraduate Scientific Statistics
- STA404 Statistical Data Analysis
- STA427 Advanced Statistical Modelling
- STA448 Multivariate Statistical Analysis
- STA501 Scientific Data Analysis
- STA502 Spatial Statistics
- STA508 Postgraduate Experimental Design and Analysis
Education/Academic qualification
Doctor of Philosophy (Economics and Applied Statistics), University of Canberra
2010
Master of Science (Thesis) in Biostatistics, University of Chittagong
2003
Bachelor Science (Statistical Science) (Honours), University of Chittagong
2000
External positions
Adjunct Associate Professor of Public Health and Biostatistics , University of Canberra
Oct 2011 → Apr 2015
Secretary, The Australia New Zealand Regional Science Association International Inc (ANZRSAI Inc)
Registered Supervisor
- Yes
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty
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SDG 3 Good Health and Well-being
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SDG 8 Decent Work and Economic Growth
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SDG 11 Sustainable Cities and Communities
Fingerprint
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Collaborations and top research areas from the last five years
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Advancing groundwater quality assessment in Siliguri City of India through the RMS-WQI model incorporating the data-driven approaches
Parween, S., Olbert, A. I., Bamal, A., Sajib, A. M., Diganta, M. T. M., Hasan, M. A., Ahmed, Y., Moniruzzaman, M., Rahman, A. & Uddin, M. G., Jan 2026, In: City and Environment Interactions. 29, p. 1-21 21 p., 100270.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Downloads (Pure) -
Bayesian joint spatial modeling of child malnutrition and household food insecurity among under-five children in Somaliland
Mohamed, J., Mohamed, M. A., Adem, I. M., Aden, H. A., Mohamed, A. I., Farah, A. I., Rahman, A. & Nadarajah, S., Mar 2026, In: Health & Place: an international journal. 98, p. 1-12 12 p., 103639.Research output: Contribution to journal › Article › peer-review
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Leveraging Bayesian models to classify myths and facts in child development
Tajrian, M., Rahman, A., Kabir, M. A. & Islam, R., Dec 2026, In: Discover Artificial Intelligence. 6, 1, p. 1-20 20 p., 285.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Modelling Climate Change Impacts: Data Science, AI and Machine Learning Approaches
Hossain, M. M. (Editor), Abdulla, F. (Editor) & Rahman, A. (Editor), 01 Sept 2026, (Accepted/In press) 1 ed. UK: John Wiley & Sons. 416 p.Research output: Book/Report › Edited book › peer-review
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Nowcasting CO2 emissions in Bangladesh: A machine learning approach
Hossain, M. M., Abdulla, F., Rahman, A., Uddin, M. G. & Olbert, A. I., Dec 2026, In: Discover Sustainability. 7, 1, p. 1-13 13 p., 223.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure)
Datasets
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Myths and Facts Data on Child Development
Tajrian, M. (Creator), Rahman, A. (Creator), Kabir, A. (Creator) & Islam, R. (Creator), CSU, 14 Aug 2024
Dataset
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Outbreak of COVID-19 cases and mortality in Australia: A modelling study Data
Rahman, A. (Creator) & Kuddus, M. A. (Creator), https://figshare.com/, 13 Feb 2024
DOI: 10.6084/m9.figshare.25206371, https://figshare.com/articles/dataset/Outbreak-of-COVID-19-cases-and-mortality-in-Australia_A-modelling-study_Data/25206371
Dataset
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Metropolitan-and-rural-health-districts-COVID-19-data-for-NSW-Australia
Rahman, A. (Creator), Kuddus, M. A. (Creator), Ip, R. (Creator) & Bewong, M. (Creator), https://figshare.com/, 29 Jul 2023
Dataset
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Covid-19 datasets for research
Wong, H. S. (Creator), Hasan, M. Z. (Creator), Sharif, O. (Creator) & Rahman, A. (Creator), Public Library of Science (PLoS), 28 Apr 2023
DOI: 10.1371/journal.pone.0284157.s001-3, https://figshare.com/articles/dataset/S1_File_-/22711952 and one more link, https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0284157 (show fewer)
Dataset
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COVID-19 Incidence data for six high burdening countries
Rahman, A. (Creator) & Kuddus, M. A. (Creator), https://figshare.com/, 22 Apr 2020
Dataset
Prizes
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2023 Charles Sturt Excellence Awards
Rahman, A. (Recipient), 01 Dec 2023
Prize: Award › Internal award
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2023 Charles Sturt Excellence Awards: Research
McLeod, S. (Recipient), Hopf, S. (Recipient), Grant, J. (Recipient), Gregoric, C. (Recipient), Verdon, S. (Recipient), Murray, E. (Recipient), Friezer, B. (Recipient), Andrews, K. (Recipient), Margetson, K. (Recipient), Downey, B. (Recipient), Mahony, L. (Recipient), Tribolet, K.-A. (Recipient), Delli-Pizzi, L. (Recipient), Brown, M. (Recipient), Mahura, O. (Recipient), Freire, K. (Recipient), Phạm, B. (Recipient), Huser, C. (Recipient), Ivory, N. (Recipient), Elwick, S. (Recipient), McGill, N. (Recipient), Davies, J. (Recipient), Hoffman, L. (Recipient), Sikder, S. (Recipient), Cox, R. (Recipient), Ireland, M. (Recipient), Dealtry, L. (Recipient), Cronin, A. (Recipient), Dwyer, J. (Recipient), Gibbs, L. (Recipient), Wang, A. (Recipient), Rahman, A. (Recipient), Brunton, R. (Recipient), Dean, C. (Recipient), Tran, V. (Recipient), McAlister, H. (Recipient), Salamon, A. (Recipient), Stenson, S. (Recipient), Crowe, K. (Recipient), Murray, E. (Recipient), Zischke, C. (Recipient) & Daniel, G. (Recipient), Dec 2023
Prize: Award › Internal award
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2024 Excellence Award (Research)
Rahman, A. (Recipient), Zheng, L. (Recipient), Shillabeer, A. (Recipient), Moni, M. A. (Recipient), Kabir, A. (Recipient), Paul, M. (Recipient), Charlton, P. (Recipient), Islam, Z. (Recipient), Huang, X. (Recipient), Islam, R. (Recipient), Bewong, M. (Recipient), Khan, M. A. (Recipient), Al-Saggaf, Y. (Recipient), Rehman, S. (Recipient), Li, Z. (Recipient), Dahshan, M. (Recipient), Debnath, T. (Recipient), Mamun, Q. (Recipient), Burmeister, O. (Recipient), Bossomaier, T. (Recipient), Demskoy, D. (Recipient), Tien, D. (Recipient), Altas, I. (Recipient), Bhattacharya, M. (Recipient) & Howarth, J. (Recipient), 30 Nov 2024
Prize: Award › Internal award
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Activities
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The 14th High Dimensional Data Analysis Workshop (HDDA-XIV)
Rahman, A. (Invited speaker)
19 Aug 2025 → 22 Aug 2025Activity: Participating in or organising an event › Workshop/course/forum › Academic
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7th International Conference on Statistics: Theory and Applications (ICSTA 2025)
Rahman, A. (Member of programme committee)
17 Aug 2025 → 19 Aug 2025Activity: Participating in or organising an event › Conference/Symposium › Academic
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Conscia Research Staff Mentoring Program
Rahman, A. (Principal Supervisor)
01 Mar 2025 → 15 Dec 2025Activity: Supervision/Examination/Mentoring › Mentor or Internship Supervision › Academic
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Conscia Staff Mentoring Program
Rahman, A. (Mentor)
01 Mar 2025 → 30 Nov 2025Activity: Supervision/Examination/Mentoring › Mentor or Internship Supervision › Academic
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23rd International Mathematics Conference
Rahman, A. (Invited speaker)
16 May 2024 → 17 May 2024Activity: Participating in or organising an event › Conference/Symposium › Academic
Press/Media
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Expert says maths was 'the first language' but data reveals many can't speak it
17/04/25
1 Media contribution
Press/Media: Press / Media
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Radio 2BS (Bathurst) live-to-air interview on using AI to improve marine ecosystem health monitoring
22/01/24
1 Media contribution
Press/Media: Press / Media
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New research uses AI to improve marine ecosystem health monitoring
19/01/24
1 Media contribution
Press/Media: Press / Media
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Investigators from Charles Sturt University Report New Data on COVID-19 (Modelling Covid-19 Pandemic Control Strategies In Metropolitan and Rural Health Districts In New South Wales, Australia)
Rahman, A., Ip, H. L. & Bewong, M.
10/10/23
1 item of Media coverage
Press/Media: Press / Media
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Radio 2BS (Bathurst) live-to-air interview on COVID-19 research
12/07/23
1 Media contribution
Press/Media: Press / Media
Impacts
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Book Impact: Small Area Estimation and Microsimulation Modeling
Rahman, A. (Participant)
Impact: Other Impact
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Listening to children's voices and perspectives to inform healthcare and education policy and procedures
Gregoric, C. (Creator), McLeod, S. (Creator), Grant, J. (Creator), Hopf, S. (Creator), Murray, E. (Creator), Verdon, S. (Creator), Andrews, K. (Creator), Blake, H. (Creator), Cox, R. (Creator), Davies, J. (Creator), Dealtry, L. (Creator), Dean, C. (Creator), Downey, B. (Creator), Du, J. T. (Creator), Elwick, S. (Creator), Freire, K. (Creator), Gibbs, L. (Creator), Hoffman, L. (Creator), Huser, C. (Creator), Ivory, N. (Creator), Krecko, J. (Creator), Margetson, K. (Creator), McLeod, A. (Creator), Rahman, A. (Creator), Rassafiani, M. (Creator), Sikder, S. (Creator), Smith, L. (Creator), Tribolet, K.-A. (Creator), Stenson, S. (Creator), Woodhead, E.-J. (Creator) & Zischke, C. (Creator)
Impact: Quality of life Impact, Social Impact
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Review of Small Area Estimation and Microsimulation Modelling
Rahman, A. (Participant)
Impact: Public policy Impact
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Statistics is an essence for data science and policy analysis
Rahman, A. (Creator)
Impact: Social Impact, Public policy Impact, Quality of life Impact
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