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 Associate Dean (Research) of the Faculty of Business, Justice and Behavioural Sciences (FoBJBS) since September 2023.
He served as the Director of the Data Science and Engineering Research Unit (DSERU) from January 2019 until September 2023. Besides, he served as the Theme Lead and Charles Sturt University (CSU) Academic Lead for the Cyber Security CRC from January 2021 until September 2023. He also served as the Chair of the School Research Committee of the School of Computing, Mathematics and Engineering until September 2023.
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
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Research output
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AI-based Ransomware Detection: A Comprehensive Review
Ferdous, J., Islam, R., Mahboubi, A. & Islam, Z., Sept 2024, In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
Combined location online weather data: easy-to-use targeted weather analysis for agriculture
Yates, D., Blanchard, C., Clarke, A., Rehman, S. U., Islam, M. Z., Ford, R. & Walsh, R., Sept 2024, In: Climatic Change. 177, 9, 138.Research output: Contribution to journal › Article › peer-review
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Darknet Traffic Analysis A Systematic Literature Review
Saleem, J., Islam, R. & Islam, Z., Mar 2024, In: IEEE Access. 12, p. 42423-42452 30 p.Research output: Contribution to journal › Article › peer-review
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Decision Trees in Federated Learning: Current State and Future Opportunities
Bewong, M., Islam, Z., Heiyanthuduwage, S., Altas, I. & Deho, O., 2024, In: IEEE Access. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study
Raisa, R. A., Rodela, A. S., Yousuf, M. A., Azad, A., Alyami, S. A., Lio, P., Islam, M. Z., Pogrebna, G. & Moni, M. A., 2024, In: IEEE Access. 12, p. 122959-122987 29 p.Research output: Contribution to journal › Review article › peer-review
Open AccessFile8 Downloads (Pure)
Prizes
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Enhancing Cyber Security Research Capabilities - Research Infrastructure Support Scheme
Bewong, M. (Recipient), Khan, M. A. (Recipient), Mahboubi, A. (Recipient), Rehman, S. (Recipient), Islam, R. (Recipient) & Islam, Z. (Recipient), 2021
Prize: Grant › Successful
Activities
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Designing and Developing Imaging Software Tools for Extracting Shipping Container Information in Real-Time using Offline Hand-Held Mobile Devices
Mamun, Q. (Participant), Islam, R. (Participant), Islam, Z. (Participant) & Paul, M. (Participant)
04 Aug 2022 → 30 Jan 2023Activity: Engagement case studies › Industry
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In 2022 I reviewed a PhD thesis in the University of Western Australia.
Islam, Z. (Principal Supervisor)
2022Activity: Supervision/Examination/Mentoring › Thesis Examination
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PhD thesis examination titled "Data Congestion in Vehicular Ad-hoc NETworks"
Islam, Z. (Principal Supervisor)
2021Activity: Supervision/Examination/Mentoring › Thesis Examination
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Data Mining and Machine Learning for Cybersecurity (DMC) workshop in the ICDM 2021 conference. (Event)
Islam, Z. (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)
Islam, Z. (Reviewer)
2021Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
Press/Media
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New research reveals implications of a national agricultural data exchange
Bewong, M., Lewis, C., Ip, R., Krivokapic-Skoko, B., Islam, Z., Al-Saggaf, Y., Medway, J., Ali, B. & Dixon, E.
12/02/24
1 Media contribution
Press/Media: 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)
Islam, Z., Bewong, M. & Kwashie, S.
24/04/23
1 item of Media coverage
Press/Media: Press / Media
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Worldwide smartphone COVID19 apps research
Kabir, A., Ul-Haq, A., Burmeister, O., Zheng, L. & Islam, Z.
19/05/20
1 Media contribution
Press/Media: Press / Media
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Conference in Bathurst will push the frontiers of data mining
Islam, M. Z. & Li, C.-T.
27/11/18
1 Media contribution
Press/Media: Press / Media
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Patient care benefits from CSU computing prowess
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
Islam, Z. (Creator), Altas, I. (Creator), Paul, M. (Creator) & Morrison, M. (Creator)
Impact: Economic Impact, Public policy Impact, Quality of life Impact, Social Impact