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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3D MRI reconstruction and brain tumor diagnosis using deep learning with explainable AI
Hasan, M. R., Rudra, S. M., Karmoker, N., Yousuf, M. A., Akhter, J., Al-Moisheer, A. S., Alyami, S. A. & Moni, M. A., 10 Jun 2026, In: Expert Systems with Applications. 315, 131513.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)1 Downloads (Pure) -
A Comprehensive Analysis of Traffic Obfuscation Across Multi-protocol Networks with Layered Classification
Saleem, J., Islam, R., Altas, I. & Islam, Z., 2026, In: IEEE Access. 14, p. 85885-85904 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Adaptive multi-view transformer ensemble for intrusion detection: Addressing data imbalance and enhancing attack classification
Hasan, M. M., Islam, R., Mamun, Q., Islam, M. Z. & Gao, J., May 2026, In: Internet of Things (The Netherlands). 37, 101923.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)9 Downloads (Pure)
Datasets
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BeliN: Bengali religious news corpus
Osama, M. (Creator), Dey, A. (Creator), Ahmed, K. (Creator) & Kabir, A. (Creator), Elsevier, 01 Jan 2025
https://github.com/akabircs/BeliN
Dataset
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VANER
Bian, J. (Creator), Zhai, W. (Creator), Huang, X. (Creator), Zheng, J. (Creator) & Zhu, S. (Creator), IOS Press, 2025
https://github.com/Eulring/VANER/tree/main/data/vaner_datacohort
Dataset
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PubLabeler
Wang, S. (Creator), Bian, J. (Creator), Huang, X. (Creator), Zhou, H. (Creator) & Zhu, S. (Creator), IEEE Xplore, 2024
https://github.com/ZhuLab-Fudan/PubLabeler/tree/main/data
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
File -
1st Prize in the 2025 IEEE Engineering Medicine and Biology Prize Paper Award
Zheng, L. (Recipient) & Soomro, T. (Recipient), 2025
Prize: External prize
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Activities
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Area Coordinator, IEEE Computer Society (External organisation)
Tien, D. (Chair)
01 Jan 2026 → 31 Dec 2026Activity: Membership › Professional association or peak discipline body › Academic
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Conference Coordinator, IEEE NSW (External organisation)
Tien, D. (Chair)
31 Jan 2026 → 31 Dec 2026Activity: Membership › Professional association or peak discipline body › Academic
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Charles Sturt Port Mac Explore Day 2026
Rahman, G. (Speaker)
31 Mar 2026Activity: Participating in or organising an event › Public lecture/debate/seminar/presentation › Community
Press/Media
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Investigators at Charles Sturt University Report Findings in Technology (Ensemble-based Adversarial Defense With Dynamic Model Selection for Intrusion Detection Systems)
Islam, Z., Islam, R. & Mamun, Q.
08/07/26
1 item of Media coverage
Press/Media: Press / Media
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New Chronic Kidney Disease Findings from Charles Sturt University Reported (Community-based Early-stage Chronic Kidney Disease Screening Using Explainable Machine Learning for Low-resource Settings)
08/07/26
1 item of Media coverage
Press/Media: Press / Media
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𝗘𝘅𝗽𝗹𝗼𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗿𝗼𝗹𝗲 𝗼𝗳 𝗔𝗜 𝗶𝗻 𝗺𝗲𝗹𝗮𝗻𝗼𝗺𝗮 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻
Rossiter, R., Samir, M., Huda, M. M. & Gunduz, O.
22/06/26
1 Media contribution
Press/Media: Press / Media
Impacts
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Advancing Domain-Specific Knowledge Graph Construction: Influencing Innovations in Customized Knowledge Graph Technologies
Kabir, M. A. (Creator)
Impact: Other Impact
File -
Assisting the achievement of CSU's academic KPIs in 2024 and beyond as a member of the 'SoCME Futures Teaching and Learning Champions' panel.
Debnath, T. (Panel member)
Impact: Economic Impact
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Enhancing Spatial Data Analysis Public Policy: The Influence of Multimodal Interaction Research on the AIDEA Project
Kabir, M. A. (Creator)
Impact: Public policy Impact
File