Research output per year
Research output per year
Organisation profile
Organisation profile
Data Science Research Unit (DSRU) is a research initiative of Charles Sturt University. It builds on the research strengths mainly within the School of Computing and Mathematics in:
- machine learning
- machine vision
- cybersecurity
- simulation and modelling
- computational intelligence and robotics
- data mining
- astronomical and space sciences
Members of the Data Science Research Unit (DSRU) have their research interest and expertise mainly in the following Fields of Research (FoR). These Fields of Research have also achieved outstanding ERA 2018 evaluation.
| FoR Code |
FoR Description |
FoR Ranking |
| 02 |
Physical Sciences | 5 - Well above world standard |
| 0201 | Astronomical and Space Sciences | 5 - Well above world standard |
| 08 |
Information and Computing Sciences | 3 - At world standard |
| 0801 | Artificial Intelligence and Image Processing | 3 - At world standard |
| 0807 | Library and Information Studies | 4 - Above world standard |
Our colleagues are also contributing heavily in a number of other emerging research areas which are shaping up very well. Some of these emerging research areas include FoR Code 0803: Computer Software (ERA 2018 Ranking of 2), FoR Code 0806: Information Systems (ERA 2018 Ranking of 2) and FoR Code 0805: Distributed Computing (ERA 2018 Ranking of 1).
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
Research output
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5G and Beyond: On the Significance of Wireless Channel Estimation
Kaur, J. & Khan, M. A., 2024, SoutheastCon 2024. IEEE Xplore, p. 28-33 6 p. (Conference Proceedings - IEEE SOUTHEASTCON).Research output: Book chapter/Published conference paper › Conference paper › peer-review
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A Density-aware Point Cloud Geometry Compression Leveraging Cluster-centric Processing
Afsana, F., Paul, M., Tohidi, F. & Gao, P., 2024, (Accepted/In press) In: IEEE Access. p. 81441-81452 12 p.Research output: Contribution to journal › Article › peer-review
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Advancing soil health: Challenges and opportunities in integrating digital imaging, spectroscopy, and machine learning for bio-indicator analysis
Wang, L., Cheng, Y., Meftaul, I. M., Luo, F., Kabir, M. A., Doyle, R., Lin, Z. & Naidu, R., 21 May 2024, In: Analytical Chemistry. 96, 20, p. 8109-8123 15 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
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
Prizes
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$470,000 funding from CRCSI (Australia and New Zealand Cooperative Research Centre for Spatial Information)
Tien, D. (Recipient), 30 Mar 2003
Prize: Grant › Successful
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Activities
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Brightspace training - ENGAGE - Delivery
McManus, S. (Participant)
28 May 2024Activity: Participating in or organising an event › Workshop/course/forum › Academic
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Brightspace training - Engage - Communication
McManus, S. (Participant)
28 May 2024Activity: Participating in or organising an event › Workshop/course/forum › Academic
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2024 IEEE International Magnetics Conference (Event)
Li, Z. (Reviewer)
01 Jul 2024 → 25 Jul 2024Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
Press/Media
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Revolutionising aged care through collaborative research
Rahman, G., Rehman, S. & Fealy, S.
20/08/24
1 Media contribution
Press/Media: Press / Media
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Governor of NSW tours Charles Sturt’s upgraded facilities
07/08/24
1 Media contribution
Press/Media: Press / Media
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PhD Student Mahir Habib finalist in the Three Minute Thesis (3MT) competition
Habib, M., Kabir, A. & Zheng, L.
26/07/24
1 Media contribution
Press/Media: Press / Media
Impacts
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Epilepsy Seizure prediction using Electroencephalogram (EEG) signal analysis
Paul, M. (Creator) & Parvez, M. Z. (Creator)
Impact: Quality of life Impact
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Integrating knowledge from computer vision, coding and human-computer interaction to achieve ultra-compression of video data
Paul, M. (Creator)
Impact: Economic Impact, Quality of life 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. L. (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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