Tasadduq Imam

Most-cited papers

1. Association rule mining to detect factors which contribute to heart disease in males and females

   Jesmin Nahar, Tasadduq Imam, K. Tickle, Yi-Ping Phoebe Chen

   2013Expert systems with applications413 citations

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2. Computational intelligence for heart disease diagnosis: A medical knowledge driven approach

   Jesmin Nahar, Tasadduq Imam, K. Tickle, Yi-Ping Phoebe Chen

   2013Expert systems with applications283 citations

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3. z-SVM: An SVM for Improved Classification of Imbalanced Data

   Tasadduq Imam, Kai M. Ting, J. Kamruzzaman

   2006Australian Conference on Artificial Intelligence165 citations

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4. Cyberattacks Detection in IoT-Based Smart City Applications Using Machine Learning Techniques

   M. Rashid, J. Kamruzzaman, M. M. Hassan, Tasadduq Imam +1 more

   2020International Journal of Environmental Research and Public Health157 citations Open access

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5. A tree-based stacking ensemble technique with feature selection for network intrusion detection

   M. Rashid, J. Kamruzzaman, Tasadduq Imam, Santoso Wibowo +1 more

   2022Applied intelligence (Boston)156 citations Open access

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6. How did socio-demographic status and personal attributes influence compliance to COVID-19 preventive behaviours during the early outbreak in Japan? Lessons for pandemic management

   Shahadat Uddin, Tasadduq Imam, M. Khushi, Arif Khan +1 more

   2021Personality and Individual Differences90 citations Open access

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7. A Deep Learning Approach for Sentiment Analysis of COVID-19 Reviews

   Chetanpal Singh, Tasadduq Imam, Santoso Wibowo, S. Grandhi

   2022Applied Sciences87 citations Open access

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8. Adversarial training for deep learning-based cyberattack detection in IoT-based smart city applications

   Md. Mamunur Rashid, J. Kamruzzaman, M. M. Hassan, Tasadduq Imam +3 more

   2022Computers & security60 citations Open access

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9. Increasing physical activity using an just-in-time adaptive digital assistant supported by machine learning: A novel approach for hyper-personalised mHealth interventions

   C. Vandelanotte, S. Trost, Danya Hodgetts, Tasadduq Imam +3 more

   2023Journal of Biomedical Informatics59 citations Open access

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10. Opportunities and Barriers for FinTech in SAARC and ASEAN Countries

    Tasadduq Imam, A. McInnes, Sisira R. N. Colombage, R. Grose

    2022Journal of Risk and Financial Management59 citations Open access

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11. Robust Malware Defense in Industrial IoT Applications Using Machine Learning With Selective Adversarial Samples

    Mahbub E. Khoda, Tasadduq Imam, J. Kamruzzaman, I. Gondal +1 more

    2020IEEE transactions on industry applications51 citations Open access

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12. Computational intelligence for microarray data and biomedical image analysis for the early diagnosis of breast cancer

    Jesmin Nahar, Tasadduq Imam, K. Tickle, A. B. M. Shawkat Ali +1 more

    2012Expert systems with applications51 citations Open access

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13. Research interdisciplinarity: STEM versus non-STEM

    Shahadat Uddin, Tasadduq Imam, M. Mozumdar

    2020Scientometrics30 citations Open access

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14. Malware detection in edge devices with fuzzy oversampling and dynamic class weighting

    Mahbub E. Khoda, J. Kamruzzaman, I. Gondal, Tasadduq Imam +1 more

    2021Applied Soft Computing26 citations Open access

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15. Characterising surface roughness of Ti-6Al-4V alloy machined using coated and uncoated carbide tools with variable nose radius by machine learning

    A. Mazid, Tasadduq Imam, Kazi Badrul Ahsan, N. Khandoker

    2023Engineering applications of artificial intelligence21 citations Open access

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16. Onslaught of COVID-19: How Did Governments React and at What Point of the Crisis?

    Shahadat Uddin, Tasadduq Imam, M. A. Moni, A. Thow

    2020Population health management16 citations Open access

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17. A Systematic Review of Network Studies Based on Administrative Health Data

    Shakir Karim, Shahadat Uddin, Tasadduq Imam, M. A. Moni

    2020International Journal of Environmental Research and Public Health12 citations Open access

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18. How do economic and public finance statuses affect policy responses during a pandemic? – learning from the COVID-19 first wave

    Tasadduq Imam, Shahadat Uddin

    2022BMC Public Health10 citations Open access

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19. Selective Adversarial Learning for Mobile Malware

    Mahbub E. Khoda, Tasadduq Imam, J. Kamruzzaman, I. Gondal +1 more

    20192019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)9 citations Open access

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20. Issues of Data Governance Associated with Data Mining in Medical Research: Experiences from an Empirical Study

    Jesmin Nahar, Tasadduq Imam, K. Tickle, D. Garcia-Alonso

    2013Health Information Governance in a Digital Environment9 citations

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21. Cyber Attacks Detection from Smart City Applications Using Artificial Neural Network

    M. Rashid, J. Kamruzzaman, Tasadduq Imam, Shahriar Kaisar +1 more

    20202020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)7 citations Open access

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22. Linear Relationship between the aud/USD Exchange Rate and the Respective Stock Market Indices: a Computational Finance Perspective

    Tasadduq Imam, K. Tickle, Abdullahi D. Ahmed, William W. Guo

    2012Intell. Syst. Account. Finance Manag.7 citations Open access

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23. Mandated CSR spending and Tax aggressiveness: A machine learning-driven analysis

    Asit Bhattacharyya, Tasadduq Imam

    2024Journal of Cleaner Production6 citations Open access

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24. The implementation of public health and economic measures during the first wave of COVID-19 by different countries with respect to time, infection rate and death rate

    Shahadat Uddin, Tasadduq Imam, Mohammad Ali Moni

    2021Australasian Computer Science Week6 citations Open access

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25. How Australian SMEs engage social media as digital touchpoints – a content analysis

    Geoffrey Burston Webster, Tasadduq Imam, Catherine White

    20216 citations Open access

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26. Machine learning for characterizing growth in tourism employment in developing economies: an assessment of tourism employment in Sri Lanka

    Tasadduq Imam, Jayanath Ananda

    2021Current Issues in Tourism6 citations Open access

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27. Brain Cancer Diagnosis-Association Rule Based Computational Intelligence Approach

    Jesmin Nahar, A. B. M. Shawkat Ali, Tasadduq Imam, K. Tickle +1 more

    2016International Conference on Computer and Information Technology6 citations Open access

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28. Intelligent computing and foreign exchange rate prediction : what we know and we don't

    Tasadduq Imam, Law.

    20126 citations

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29. Designing Computer Games to Teach Finance and Technical Concepts in an Online Learning Context: Potential and Effectiveness

    Tasadduq Imam, Michael Cowling, Narottam Das

    2022Mathematics5 citations Open access

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30. Intelligent type 2 diabetes risk prediction from administrative claim data

    Shahadat Uddin, Tasadduq Imam, Md Ekramul Hossain, E. Gide +4 more

    2021Informatics for Health and Social Care5 citations Open access

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31. Perceptions and expectations of an artificially intelligent physical activity digital assistant - A focus group study.

    C. Vandelanotte, Danya Hodgetts, D. L. I. H. K. Peris, Ashmita Karki +5 more

    2024Applied Psychology: Health and Well-Being4 citations Open access

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32. Venturing and managing disruptive digital innovations: financial management concept motivated propositions

    Tasadduq Imam

    2022International Journal of Innovation Science4 citations

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33. Mobile Malware Detection with Imbalanced Data using a Novel Synthetic Oversampling Strategy and Deep Learning

    Mahbub E. Khoda, J. Kamruzzaman, I. Gondal, Tasadduq Imam +1 more

    20202020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)(50308)4 citations Open access

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34. Mobile Malware Detection: An Analysis of Deep Learning Model

    Mahbub E. Khoda, J. Kamruzzaman, I. Gondal, Tasadduq Imam +1 more

    2019International Conference on Industrial Technology4 citations Open access

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35. Curriculum coherence when subject-specific standards are absent: a case study using coursework-based master of finance programs at Australian universities

    Tasadduq Imam

    20184 citations

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36. Medical knowledge based data mining for cardiac stress test diagnostics

    Jesmin Nahar, Tasadduq Imam, K. Tickle, D. Garcia-Alonso

    20152015 2nd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE)4 citations Open access

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37. Impact of Iterative Development and Beta-Testing on the Usability and Acceptability of a Novel Just-in-Time Adaptive Digital Physical Activity Intervention.

    C. Vandelanotte, Carol A. Maher, Danya Hodgetts, Tasadduq Imam +3 more

    2025Journal of Physical Activity and Health2 citations Open access

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38. MoveMentor—examining the effectiveness of a machine learning and app-based digital assistant to increase physical activity in adults: protocol for a randomised controlled trial

    C. Vandelanotte, S. Trost, Danya Hodgetts, Tasadduq Imam +3 more

    2025Trials2 citations Open access

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39. How do socio-demographic status and personal attributes influence adherence to COVID-19 preventive behaviours?

    Shahadat Uddin, Tasadduq Imam, M. Khushi, Arif Khan +1 more

    2020medRxiv1 citations Open access

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40. Mobile Malware Detection - An Analysis of the Impact of Feature Categories

    Mahbub E. Khoda, J. Kamruzzaman, I. Gondal, Tasadduq Imam

    2018International Conference on Neural Information Processing1 citations Open access

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41. РАЗДЕЛ 3 КОРПОРАТИВНОЕ УПРАВЛЕНИЕ В АВСТРАЛИИ SECTION 3 CORPORATE GOVERNANCE IN AUSTRALIA RELATING FIRM PERFORMANCE TO CORPORATE GOVERNANCE CHARACTERISTICS : A RESEARCH PERSPECTIVE ON THE PUBLICLY LISTED INFORMATION TECHNOLOGY COMPANIES IN AUSTRALIA

    Tasadduq Imam, Abdullahi D. Ahmed, K. Tickle

    20121 citations

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42. A new symbolic substitution based addition algorithm

    Tasadduq Imam, M. Kaykobad

    20051 citations Open access

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43. Suburban community characteristics and pandemic spread: Australian retrospectives and machine learning-based insights

    Fangyu Zhou, Tasadduq Imam, Shahadat Uddin, Shakir Karim

    2025International Workshop on Healthcare Information and Knowledge Management0 citations Open access

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44. Online Machine Learning-based Anomaly Detection in Internet of Things Applications

    M. Rashid, Fariza Sabrina, Tasadduq Imam, Biplob Ray +3 more

    20232023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)0 citations Open access

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45. The tale of a failed small business

    R. Grose, Tasadduq Imam

    2022Regional Businesses in a Changing Global Economy0 citations Open access

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46. Good practices of delivery and teaching leadership for online educators in technical disciplines: A perspective

    Tasadduq Imam

    2021STEM Education0 citations Open access

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47. Frameworks for fast training of support vector machine on large scale data

    Tasadduq Imam

    20210 citations

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48. Model selection for one‐day‐ahead AUD/USD, AUD/EUR forecasts

    Tasadduq Imam

    20200 citations Open access

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49. Decision Support System for Heart Disease Prediction using Data Mining Techniques

    Ankur Makwana, Jaymin Patel, Mu-Jung Huang, Mu-Yen Chen +9 more

    20200 citations

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50. Research interdisciplinarity: STEM versus non-STEM

    Shahadat Uddin, Tasadduq Imam, M. Mozumdar

    2020Scientometrics0 citations Open access

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