Research output per year
Research output per year
Personal profile
Personal profile
Zahid Islam (Full name: Md Zahidul Islam) is a Professor of Computer Science, in the School of Computing, Mathematics and Engineering at Charles Sturt University, Australia. For detailed and recent information please visit https://csusap.csu.edu.au/~zislam/.
He has been serving as the Director of the Data Science and Engineering Research Unit (DSERU) since January 2019. He has been also serving as the Theme Lead and Charles Sturt University (CSU) Academic Lead for the Cyber Security CRC since January 2021. He serves as the Chair of the School Research Committee of the School of Computing, Mathematics and Engineering.
His main research interests are in Data Mining, Classification and Clustering algorithms, Missing value analysis, Outliers detection, Data Cleaning and Preprocessing, Incremental Learning, Transfer Learning, Federated Learning, Privacy Preserving Data Mining, Cyber Security, and Applications of Data Mining in real life.
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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
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A semi-automated hybrid schema matching framework for vegetation data integration
Asif-Ur-Rahman, M., Hossain, B. A., Bewong, M., Islam, M. Z., Zhao, Y., Groves, J. & Judith, R., 01 Nov 2023, In: Expert Systems with Applications. 229, 10 p., 120405.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
DATM: A novel data agnostic topic modelling technique with improved effectiveness for both short and long text
Bewong, M., Wondoh, J., Kwashie, S., Liu, J., Liu, L., Li, J., Islam, M. Z. & Kernot, D., 2023, In: IEEE Access. 11, p. 32826-32841 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Downloads (Pure) -
Enhancing cluster quality of numerical datasets with domain ontology
Heiyanthuduwage, S., Rahman, M. A. & Islam, Z., 06 Apr 2023, (E-pub ahead of print) 2022 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSD. IEEE Xplore, 6 p. 10089260. (Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022).Research output: Book chapter/Published conference paper › Conference paper › peer-review
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On the Development of a Protection Profile Module for Encryption Key Management Components
Sun, N., Li, C. T., Chan, H., Islam, Z., Islam, M. R. & Armstrong, W., 2023, In: IEEE Access. 11, p. 9113-9121 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Downloads (Pure) -
Adaptive Decision Forest: An incremental machine learning framework
Rahman, G. & Islam, Z., Feb 2022, In: Pattern Recognition. 122, p. 1-35 35 p., 108345.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus)
Prizes
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Cyber Security Researcher of the Year 2021
Islam, Zahid (Recipient), 2021
Prize: Award › External award
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Enhancing Cyber Security Research Capabilities - Research Infrastructure Support Scheme
Bewong, Michael (Recipient), Khan, Muhammad Arif (Recipient), Mahboubi, Arash (Recipient), Rehman, Sabih (Recipient), Islam, Rafiqul (Recipient) & Islam, Zahid (Recipient), 2021
Prize: Grant › Successful
Activities
- 2 Peer review responsibility, including review panel or committee
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Data Mining and Machine Learning for Cybersecurity (DMC) workshop in the ICDM 2021 conference. (Event)
Zahid Islam (Programme Committee Member)
2021Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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Data Mining and Machine Learning for Cybersecurity (DMC) workshop in the ICDM 2021 conference. (Event)
Zahid Islam (Reviewer)
2021Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
Press/Media
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Researchers at Charles Sturt University Release New Study Findings on Engineering (DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text)
24/04/23
1 item of Media coverage
Press/Media: Press / Media
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Worldwide smartphone COVID19 apps research
Ashad Kabir, Anwaar Ul-Haq, Oliver Burmeister, Lihong Zheng & Zahid Islam
19/05/20
1 Media contribution
Press/Media: Press / Media
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Conference in Bathurst will push the frontiers of data mining
Md Zahidul Islam & Chang-Tsun Li
27/11/18
1 Media contribution
Press/Media: Press / Media
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Patient care benefits from CSU computing prowess
Md Zahidul Islam & Mark Morrison
15/09/17
1 Media contribution
Press/Media: Press / Media
Impacts
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The application of data mining techniques to improve service delivery in health and aged care
Zahid Islam (Creator), Irfan Altas (Creator), Manoranjan Paul (Creator) & Mark Morrison (Creator)
Impact: Economic Impact, Public policy Impact, Quality of life Impact, Social Impact