46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Dr Abdul Hafeez-Baig
Hafeez-Baig, A.. Dr Abdul Hafeez-Baig.Portfolio
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI
Yang, Wencheng, Wei, Shicheng, Wang, Eugene, Wang, Song and Li, Yan. 2025. "A 3D decoupling Alzheimer’s disease prediction network based on structural MRI." Health Information Science and Systems. 13. https://doi.org/10.1007/s13755-024-00333-3Article
Multi‑step solar ultraviolet index prediction: integrating convolutional neural networks with long short‑term memory for a representative case study in Queensland, Australia
AL-Musaylh, Mohan, Al‑Dafaie, Kadhem, Downs, Nathan, Ghimire, Sujan, Ali, Mumtaz, Yaseen, Zaher Mundher, Igoe, Damien P., Deo, Ravinesh C., Paris, Alfo V. and A. Jebar, Mustapha A.. 2025. "Multi‑step solar ultraviolet index prediction: integrating convolutional neural networks with long short‑term memory for a representative case study in Queensland, Australia." Modeling Earth Systems and Environment. 11. https://doi.org/https://link.springer.com/article/10.1007/s40808-024-02282-yArticle
Effect of Camera Choice on Image-Classification Inference
Brown, Jason, Nguyen, Andy and Raj, Nawin. 2025. "Effect of Camera Choice on Image-Classification Inference." Applied Sciences. 15 (1). https://doi.org/10.3390/app15010246Article
SFFL: Self-Aware Fairness Federated Learning Framework for Heterogeneous Data Distributions
Zhang, Jiale, Li, Ye, Wu, Di, Zhao, Yanchao and Palaiahnakote, Shivakumara. 2025. "SFFL: Self-Aware Fairness Federated Learning Framework for Heterogeneous Data Distributions." Expert Systems with Applications. 269. https://doi.org/10.1016/j.eswa.2025.126418Article
Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory
Ali, Mumtaz, Nayahi, Jesu Vedha, Abdi, Erfan, Ghorbani, Mohammad Ali, Mohajeri, Farzan, Farooque, Aitazaz A. and Alamery, Salman. 2025. "Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory ." Ecological Informatics. 85. https://doi.org/10.1016/j.ecoinf.2025.102995Article
Orchestrating Digital Technologies with Incumbent Enterprise Systems for Attaining Innovation
Lokuge, Sachithra, Sedera, Darshana, Grover, Varun and Sarker, Suprateek. 2025. "Orchestrating Digital Technologies with Incumbent Enterprise Systems for Attaining Innovation." Information and Management. 62 (1). https://doi.org/10.1016/j.im.2024.104066Article
An Explainable Predictive Approach for Investigation of Greenhouse Gas Emissions in Maritime Canada's Potato Agriculture
Jamei, Mehdi, Yaqoob, Nauman, Farooque, Aitazaz A., Ali, Mumtaz, Malik, Anurag, Esau, Travis J. and Hu, Yulin. 2025. "An Explainable Predictive Approach for Investigation of Greenhouse Gas Emissions in Maritime Canada's Potato Agriculture." Smart Agricultural Technology . 10. https://doi.org/10.1016/j.atech.2024.100709Article
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
Ghimire, Sujan, AL-Musaylh, Mohanad S., Nguyen-Huy, Thong, Deo, Ravinesh C., Acharya, Rajendra, Casillas-Perez, David, Yaseen, Zaher Mundher and Salcedo-sanz, Sancho. 2025. "Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts." Applied Energy. 378 (Part A). https://doi.org/10.1016/j.apenergy.2024.124763Article
A Blueprint for Domestic and Family Violence Education in Social Work Through Virtual Reality Design
Schaffer, Krystal L., Rivory, Joshua, Martin, Neil I., Lawrence, Jill E. and Bryce, India R.. 2025. "A Blueprint for Domestic and Family Violence Education in Social Work Through Virtual Reality Design." Advances in Social Work and Welfare Education. 25 (2).Article
Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers
Islam, Rafiul, Ahad, Md. Taimur, Ahmed, Faruk, Song, Bo and Li, Yan. 2024. "Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers." Journal of Voice. https://doi.org/10.1016/j.jvoice.2024.10.010Article
An Exhilarating Evolution
Hargreaves, Wendy. 2024. "An Exhilarating Evolution." Barber, Ash, Fatayer, Mais, McLennan, Rani, Luetchford, Alice, McQuillen, Sarah and Williamson, Angie (ed.) Open Education Down UndOER: Australasian Case Studies. Australia. Australasian Society for Computers in Learning in Tertiary Education (ASCILITE). pp. 63-70Edited book (chapter)
Developing a cobotic model for employee and customer engagement
Prentice, Catherine, Habib, John, Thaichon, Park and Gururajan, Raj. 2024. "Developing a cobotic model for employee and customer engagement." 27th Biennial International Congress on Tourism and Hospitality Industry 2024 (THI) . Opatija, Croatia 06 - 07 Jun 2024 Croatia. https://doi.org/10.20867/thi.27.29Paper
Blockchain for recommender systems
Abduljabbar, Tamara Abdulmunim. 2024. Blockchain for recommender systems. PhD by Publication Doctor of Philosophy . University of Southern Queensland. https://doi.org/10.26192/zqz04PhD by Publication
Movie recommendation and classification system using block chain
Abduljabbar, Tamara, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2024. "Movie recommendation and classification system using block chain ." Web Intelligence. 22 (4), pp. 659-680. https://doi.org/10.3233/WEB-230346Article
Enhanced artificial intelligence-based cybersecurity for the detection of cyber fraud in the banking industry
A. Q. Marazqah Btoush, Eyad. 2024. Enhanced artificial intelligence-based cybersecurity for the detection of cyber fraud in the banking industry. PhD Thesis Doctor of Philosophy . University of Southern Queensland. https://doi.org/10.26192/zqyx7PhD Thesis
Developing and evaluating a business analytics readiness and capability maturity model for ERP systems: an empirical study of the Greater China region
Wong, Wai Yip Freddy. 2024. Developing and evaluating a business analytics readiness and capability maturity model for ERP systems: an empirical study of the Greater China region. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqyv4PhD Thesis
Superior decomposition of xenobiotic dyes and pharmaceutical contaminants in wastewater using response surface methodology, artificial intelligence and machine learning for optimisation of a novel three-dimensional electrochemical technology
Ganthavee, Voravich. 2024. Superior decomposition of xenobiotic dyes and pharmaceutical contaminants in wastewater using response surface methodology, artificial intelligence and machine learning for optimisation of a novel three-dimensional electrochemical technology. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqyq2PhD by Publication
Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review
Kaur, Avneet, Randhawa, Gurjit S., Abbas, Farhat, Ali, Mumtaz, Esau, Travis J., Farooque, Aitazaz A. and Singh, Rajandeep. 2024. "Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review." IEEE Access. 12, pp. 193902-193922. https://doi.org/10.1109/ACCESS.2024.3510456Article
Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia
Briceno Medina, Leyde, Joehnk, Klaus, Deo, Ravinesh C., Ali, Mumtaz, Prasad, Salvin S. and Downs, Nathan. 2024. "Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia." Water. 16 (24). https://doi.org/10.3390/w16243720Article
A designed predictive modelling strategy based on data decomposition and machine learning to forecast solar radiation
Ali, Mumtaz, Prasad, Ramendra, Alamery, Salman and Farooque, Aitazaz Ahsan. 2024. "A designed predictive modelling strategy based on data decomposition and machine learning to forecast solar radiation." Results in Engineering. 24. https://doi.org/10.1016/j.rineng.2024.103607Article
From Customer Intimacy to Digital Customer Intimacy
Liu, Qianhua, Chan, Ka-Ching and Chimhundu, Ranga. 2024. "From Customer Intimacy to Digital Customer Intimacy." Journal of Theoretical and Applied Electronic Commerce Research. 19 (4), pp. 3386-3411. https://doi.org/10.3390/jtaer19040164Article
Cutting through the hype: artificial intelligence for clinical decision support in psychiatry
Squires, Matthew. 2024. Cutting through the hype: artificial intelligence for clinical decision support in psychiatry. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqv3yPhD by Publication
Keeping users experiencing a suicidal crisis safe online: Current text-based practices of professional online mental health forum moderators
Perry, Amanda, Christensen, Steven, Lamont-Mills, Andrea and du Plessis, Carol. 2024. "Keeping users experiencing a suicidal crisis safe online: Current text-based practices of professional online mental health forum moderators." Cyberpsychology. 18 (5). https://doi.org/10.5817/CP2024-5-7Article
Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning
Rana, Rajib, Higgins, Niall, Haque, Kazi Nazmul, Burke, Kylie, Turner, Kathryn and Stedman, Terry. 2024. "Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning." Nursing Reports. 14 (4), pp. 4162-4172. https://doi.org/10.3390/nursrep14040303Article
Aerodynamic Measurements of Hypersonic Free-Flight via Optical Tracking and Bayesian State Estimation
Lock, Andrew, Hack, Flynn, Jahn, Ingo, Armstrong, Gerard, Birch, Byrenn and Buttsworth, David. 2024. "Aerodynamic Measurements of Hypersonic Free-Flight via Optical Tracking and Bayesian State Estimation." AIAA Journal: devoted to aerospace research and development. https://doi.org/10.2514/1.J064061Article
Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features
Li, Tianning, Huang, Yi, Wen, Paul and Li, Yan. 2024. "Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00241-yArticle
Applying Trauma-informed Pedagogy in Open Educational Resources
Krishnamoorthy, Govind. 2024. "Applying Trauma-informed Pedagogy in Open Educational Resources." Stagg, A. and Morales, M. (ed.) Open Education Global Conference 2024. Brisbane, Queensland, Australia 13 - 15 Nov 2024 Australia.Presentation
High Security and Privacy Protection Model for STI/HIV Risk Prediction
Tang, Zhaohui, Nguyen, Thi Phuoc Van, Yang, Wencheng, Xia, Xiaoyu, Chen, Huaming, Mullens, Amy B., Dean, Judith A., Osborne, Sonya and Li, Yan. 2024. "High Security and Privacy Protection Model for STI/HIV Risk Prediction." Digital Health. 10, pp. 1-14. https://doi.org/DOI:10.1177/20552076241298425Article
EventsVista: Enhancing Event Visualization and Interpretation
Farhat, Mohamad Khalil, Zhang, Ji, Tao, Xiaohui, Li, Tianning and Yu, T.. 2024. "EventsVista: Enhancing Event Visualization and Interpretation." 2023 10th International Conference on Behavioural and Social Computing (BESC). Larnaca, Cyprus 30 Oct - 01 Nov 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC59560.2023.10386648Paper
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Raj, Nawin, Ghimire, Sujan, Yaseen, Zaher Mundher, Nguyen-Huy, Thong and Ghahramani, Afshin. 2024. "Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model." Water. 16 (21), p. 3133. https://doi.org/10.3390/w16213133Article
Marketing agility during deep uncertainty using a sensemaking perspective: the performance influence of digitization and government intervention in retail healthcare
Eckstein, Gary, Shrestha, Anup and Russo, Fiona. 2024. "Marketing agility during deep uncertainty using a sensemaking perspective: the performance influence of digitization and government intervention in retail healthcare." Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-07-2024-0991Article
Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication
Davey, Christopher P. 2024. Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zq1z6PhD by Publication
Monitoring of Greenhouse Gas Emission Drivers in Atlantic Canadian Potato Production: A Robust Explainable Intelligent Glass-Box
Jamei, Mehdi, Hassan, Muhammad, Farooque, Aitazaz A., Ali, Mumtaz, Karbasi, Masoud, Randhawa, Gurjit, Yaseen, Zaher Mundher and Dwyer, Ross. 2024. "Monitoring of Greenhouse Gas Emission Drivers in Atlantic Canadian Potato Production: A Robust Explainable Intelligent Glass-Box." Results in Engineering. 24. https://doi.org/10.1016/j.rineng.2024.103297Article
Innovative Multi-Temporal Evapotranspiration Forecasting Using Empirical Fourier Decomposition and Bidirectional Long Short-Term Memory
Karbasi, Masoud, Ali, Mumtaz, Randhawa, Gurjit S., Jamei, Mehdi, Malik, Anurag, Hussain, Syed Hamid Hussain, Bos, Melanie, Zaman, Qamar and Farooque, Aitazaz Ahsan. 2024. "Innovative Multi-Temporal Evapotranspiration Forecasting Using Empirical Fourier Decomposition and Bidirectional Long Short-Term Memory." Smart Agricultural Technology . 9. https://doi.org/10.1016/j.atech.2024.100619Article
Chalk and Cheese: How Negative and Positive Star-Ratings Influence Service Provider Behavior?
Sedera, Darshana D. and Lokuge, Sachithra. 2024. "Chalk and Cheese: How Negative and Positive Star-Ratings Influence Service Provider Behavior?" 45th International Conference on Information Systems (ICIS 2024). Bangkok, Thailand 15 - 18 Dec 2024 Australia.Paper
A configurational approach to CSP selection and rejection
Hossain, Mohammad Alamgir, Sabani, Alvedi, Lokuge, Sachithra, Boo, Yee Ling, Kaisar, Shahriar and Menon, Preetha. 2024. "A configurational approach to CSP selection and rejection." Journal of Computer Information Systems. https://doi.org/10.1080/08874417.2024.2386532Article
Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices
Ahmed, A.A. Masrur, Akther, Shahida, Nguyen-Huy, Thong, Raj, Nawin, Jui (Student), S Janifer and S.Z., Farzana. 2024. "Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices." Journal of Hydro-Environment Research. 57, pp. 12-26. https://doi.org/10.1016/j.jher.2024.09.001Article
Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment
Haque, Umme Marzia. 2024. Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9yv2PhD by Publication
An Enhanced Conventional Neural Network Schema for Structural Class-based Software Fault Prediction
Nabi, Faisal, Zhou, Xujuan and Gururajan, Raj. 2024. "An Enhanced Conventional Neural Network Schema for Structural Class-based Software Fault Prediction ." Journal of Cyber Security Technology . https://doi.org/10.1080/23742917.2024.2402014Article