UniSQ College

Type	Faculty/Department
Division	Students & Education Portfolio
Head	Prof Ian Wells
	A/Pr Jonathan Green
Director of Research	A/Pr Jonathan Green

Latest research outputs

433 results found

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SGDM-GRU: Spectral Graph Deep Learning Based Gated Recurrent Unit Model for Accurate Fake News Detection

Sahi, Aqeel, Albdair, Mostfa, Diykh, Mohammed, Abdulla, Shahab, Alghayab, Hadi, Aljebur, Kaled and Alkhafaji, Sarmad K.D.. 2025. "SGDM-GRU: Spectral Graph Deep Learning Based Gated Recurrent Unit Model for Accurate Fake News Detection." Expert Systems with Applications. 281. https://doi.org/10.1016/j.eswa.2025.127572

Article

Enhanced water quality prediction model using advanced hybridized resampling alternating tree-based and deep learning algorithms

Khosravi, Khabat, Farooque, Aitazaz Ahsan, Karbasi, Masoud, Ali, Mumtaz, Heddam, Salim, Faghfouri, Ali and Abolfathi, Soroush. 2025. "Enhanced water quality prediction model using advanced hybridized resampling alternating tree-based and deep learning algorithms." Environmental Science and Pollution Research. 32 (11), pp. 6405-6424. https://doi.org/10.1007/s11356-025-36062-7

Article

A hybrid framework: singular value decomposition and kernel ridge regression optimized using mathematical-based fine-tuning for enhancing river water level forecasting

Ahmadianfar, Iman, Farooque, Aitazaz Ahsan, Ali, Mumtaz, Jamei, Mehdi, Jamei, Mozhdeh and Yaseen, Zaher Mundher. 2025. "A hybrid framework: singular value decomposition and kernel ridge regression optimized using mathematical-based fine-tuning for enhancing river water level forecasting." Scientific Reports. 15. https://doi.org/10.1038/s41598-025-90628-6

Article

Systematic Review of AI and Machine Learning Approaches for Predicting Crop Diseases in the Context of Climate Change and the Food Security

Kaur, Avneet, Randhawa, Gurjit S., Farooque, Aitazaz A., Singh, Rajandeep, Ali, Mumtaz and Zaman, Qamar U.. 2025. "Systematic Review of AI and Machine Learning Approaches for Predicting Crop Diseases in the Context of Climate Change and the Food Security." Filho, Walter Leal, Matandirotya, Newton, Ayal, Desalegn Yayeh, Luetz, Johannes M. and Borsari, Bruno (ed.) Climate Change, Food Security, and Land Management: Strategies for a Sustainable Future. Switzerland. Springer. pp. 1-20

Edited book (chapter)

Designing empirical fourier decomposition reinforced with multiscale increment entropy and deep learning to forecast dry bulb air temperature

Diykh, Mohammed, Ali, Mumtaz, Labban, Abdulhaleem H., Prasad, Ramendra, Jamei, Mehdi, Abdulla, Shahab and Farooque, Aitazaz Ahsan. 2025. "Designing empirical fourier decomposition reinforced with multiscale increment entropy and deep learning to forecast dry bulb air temperature." Results in Engineering. 26. https://doi.org/10.1016/j.rineng.2025.104597

Article

Navigating ethical challenges in generative AI-enhanced research: The ETHICAL framework for responsible generative AI use

Eacersall, Douglas, Pretorius, Lynette, Smirnov, Ivan, Spray, Erika, Illingworth, Sam, Chugh, Ritesh, Strydom, Sonja, Stratton-Maher, Dianne, Simmons, Jonathan, Jennings, Isaac, Roux, Rian, Kamrowski, Ruth, Downie, Abigail, Thong, Chee Ling and Howell, Katharine A.. 2025. "Navigating ethical challenges in generative AI-enhanced research: The ETHICAL framework for responsible generative AI use ." Journal of Applied Learning and Teaching. 8 (2), pp. 1-14. https://doi.org/10.37074/jalt.2025.8.2.9

Article

Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques

Haddad, Nabeel Mahdy, Sahi, Aqeel, Diykh, Mohammed, Aljbur, Kaled, Kutfan, Ali, Abdulla, Shahab and Al-Hraishawi, Hayder. 2025. "Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques ." Chen, F. (ed.) 2024 IEEE Region 10 Conference (TENCON 2024). Singapore 01 - 04 Dec 2024 IEEE. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/TENCON61640.2024.10902823

Paper

Economics Education in Australian Public Universities: An Investigation of the Current State of Play

Charles, Michael B., Kortt, Michael A. and Harmes, Marcus K.. 2025. "Economics Education in Australian Public Universities: An Investigation of the Current State of Play ." The Economic Record. 101 (333), pp. 186-202. https://doi.org/10.1111/1475-4932.12866

Article

EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification

Ghayab, Hadi Ratham Al, Li, Yan, Diykh, Mohammed, Sahi, Aqeel, Abdulla, Shahab and Alkhuwaylidee, Ahmed Rashid. 2025. "EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification." Expert Systems with Applications. 269 (126433). https://doi.org/10.1016/j.eswa.2025.126433

Article

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.2025.102995

Article

A Review of APHRODITE Performance in Asia: Current Status and Research Concerns

Tan, Mou Leong, Goliatt, Leonardo, Heddam, Salim, Maulud, Khairul Nizam Abdul, Halder, Bijay, Sa’adi, Zulfaqar, Ahmadianfar, Iman, Shafik, Shafik S., Ali, Mumtaz and Yaseen, Zaher Mundher. 2025. "A Review of APHRODITE Performance in Asia: Current Status and Research Concerns." Journal of Hydrology. 651. https://doi.org/10.1016/j.jhydrol.2024.132562

Article

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.2024.100709

Article

Ultraviolet radiation thin film dosimetry: A review of properties and applications

Parisi, Alfio V., Downs, Nathan J., Schouten, Peter, Igoe, Damien P., Turner, Joanna, Amar, Abdurazaq, Wainwright, Lisa, Dawes, Adrian, Butler, Harry and Dekeyser, Stijn. 2025. "Ultraviolet radiation thin film dosimetry: A review of properties and applications." Photochemistry and Photobiology. 101 (3), pp. 532-545. https://doi.org/10.1111/php.14022

Article

Near real-time significant wave height prediction along the coastline of Queensland using advanced hybrid machine learning models

Khosravi, K., Ali, M. and Heddam, S.. 2025. "Near real-time significant wave height prediction along the coastline of Queensland using advanced hybrid machine learning models." International Journal of Environmental Science and Technology. 22 (7), pp. 5309-5326. https://doi.org/10.1007/s13762-024-05944-7

Article

The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia

Downs, Nathan James, Amar, Abdurazaq, Dearnaley, John, Butler, Harry, Dekeyser, Stijn, Igoe, Damien, Parisi, Alfio V., Raj, Nawin, Deo, Ravinesh and Turner, Joanna. 2025. "The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia." Photochemistry and Photobiology. 101 (1), pp. 251-266. https://doi.org/10.1111/php.13988

Article

Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests

Igoe, Damien P., Parisi, Alfio V, Amar, Abdurazaq, Downs, Nathan J. and Butler, Harry. 2025. "Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests." Instrumentation Science and Technology. 53 (1), pp. 63-79. https://doi.org/10.1080/10739149.2024.2350009

Article

Using a five-phase applied linguistics design to develop a contextualized academic literacy placement test for pre-university pathway students

Green, Jonathan H., Davis, Charmaine, Harmes, Marcus, Judith, Kate and Weideman, Albert. 2025. "Using a five-phase applied linguistics design to develop a contextualized academic literacy placement test for pre-university pathway students." Literacy Research and Instruction. 64 (2), pp. 229-255. https://doi.org/10.1080/19388071.2024.2340031

Article

Efficacy of an Antimicrobial Reality Simulator (AMRSim) as an Educational Tool for Teaching Antimicrobial Stewardship to Veterinary Medicine Undergraduates

Subasinghe, Dona Wilani Dynatra, Balloo, Kieran, Dale, Emily, Lygo-Baker, Simon, La Ragione, Roberto La and Chambers, Mark. 2025. "Efficacy of an Antimicrobial Reality Simulator (AMRSim) as an Educational Tool for Teaching Antimicrobial Stewardship to Veterinary Medicine Undergraduates." Journal of Veterinary Medical Education. 52 (2). https://doi.org/10.3138/jvme-2023-0148

Article

Research trends in the higher education feedback literature since the ‘new paradigm’ shift to learner-centred feedback practices

Balloo, Kieran. 2023. "Research trends in the higher education feedback literature since the ‘new paradigm’ shift to learner-centred feedback practices." Society for Research into Higher Education (SRHE) International Conference 2023. Birmingham, United Kingdom 06 - 08 Dec 2023 United Kingdom.

Paper

The Influence of Aspirations, Motives, and Outcomes on Mature Age Doctoral Practice Intentions

Templeton, Robert Charles. 2024. The Influence of Aspirations, Motives, and Outcomes on Mature Age Doctoral Practice Intentions. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zzyxq

PhD Thesis

Insights into Success, Stress and Self-care among social entrepreneurs:A balancing act?

Malhotra, Aastha and Ryan, Naomi. 2024. "Insights into Success, Stress and Self-care among social entrepreneurs:A balancing act?" Social Impact in the Regions Conference 2024 (SIITR 2024). Kempsey, Australia 03 - 06 Sep 2024

Presentation

The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples

Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2024. "The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples ." Journal of Data Science and Intelligent Systems. 3 (2), pp. 109-116. https://doi.org/10.47852/bonviewJDSIS42024229

Article

Cultural contexts and interactions in intercultural communicative competence: English literature comprehension among university students in Pakistan-administered Kashmir

Ashiq, Mahwish. 2024. Cultural contexts and interactions in intercultural communicative competence: English literature comprehension among university students in Pakistan-administered Kashmir. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zwv7y

PhD Thesis

Resolving water security conflicts in agriculture by a cooperative Nash bargaining approach

Janjua, Shahmir, An-Vo, Duc-Anh, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2024. "Resolving water security conflicts in agriculture by a cooperative Nash bargaining approach." Agricultural Water Management. 306. https://doi.org/10.1016/j.agwat.2024.109205

Article

Exploring L2 student engagement with peer feedback in a synchronous online university writing course

Wrigglesworth, Alice. 2024. Exploring L2 student engagement with peer feedback in a synchronous online university writing course. PhD Thesis Doctor of Philosophy . University of Southern Queensland.

PhD Thesis

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.2024.3510456

Article

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/w16243720

Article

Focusing on access and participation for underrepresented students through community engagement: the potential of in-school enabling programs in Australia

Ramos, Fabiane, Ryan, Naomi and Forbes, Meg. 2024. "Focusing on access and participation for underrepresented students through community engagement: the potential of in-school enabling programs in Australia." Equity Practitioners in Higher Education Australasia (EPHEA) Conference 2024. Auckland, New Zealand 19 - 22 Nov 2024 New Zealand.

Paper

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.2024.103607

Article

Data-based platforms for enhancing agriculture in Oceania

Teixeira, C S P, Fernando, D, Graeme, O, Gacenga, F, An-Vo, D -A and Moot, D J. 2024. "Data-based platforms for enhancing agriculture in Oceania." 21st Australian Agronomy Conference 2024. Albany, Australia 21 - 24 Oct 2024 Australia.

Paper

Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course

Ghimire, Sujan, Abdulla, Shahab, Joseph, Lionel P., Prasad, Salvin, Murphy, Angela, Devi, Aruna, Barua, Prabal Datta, Deo, Ravinesh C., Acharya, Rajendra and Yaseen, Zaher Mundher. 2024. "Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course." Computers and Education: Artificial Intelligence. 7. https://doi.org/10.1016/j.caeai.2024.100331

Article

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.2024.103297

Article

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.2024.100619

Article

Securing X-Ray Images into Cover Images Using Hybrid EBS Steganography with Five-Layer Cryptography

Sharma, Divya, Prabha, Chander, Hassan, Md Mehedi, Abdulla, Shahab, Bairagi, Anupam Kumar, Samah, Alshathri and El-Shafai, Walid. 2024. "Securing X-Ray Images into Cover Images Using Hybrid EBS Steganography with Five-Layer Cryptography." IEEE Access. 12, pp. 2169-3536. https://doi.org/10.1109/ACCESS.2024.3489452

Article

A scoping review of well-being measures: conceptualisation and scales for overall well-being

Zhang, Wei, Balloo, Kieran, Hosein, Anesa and Medland, Emma. 2024. "A scoping review of well-being measures: conceptualisation and scales for overall well-being." BMC Psychology. 12. https://doi.org/10.1186/s40359-024-02074-0

Article

Truth and Transformation: The Test of Truth in the Development of New or Revised Ideas, and Related Values and Beliefs

Roux, Rian. 2024. "Truth and Transformation: The Test of Truth in the Development of New or Revised Ideas, and Related Values and Beliefs." Journal of Transformative Education. 23 (1), pp. 9-30. https://doi.org/10.1177/15413446241268550

Article

Multi-step ahead forecasting of electrical conductivity in rivers by using a hybrid Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) model enhanced by Boruta-XGBoost feature selection algorithm

Karbasi, Masoud, Ali, Mumtaz, Bateni, Sayed M., Jun, Changhyun, Jamei, Mehdi, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2024. "Multi-step ahead forecasting of electrical conductivity in rivers by using a hybrid Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) model enhanced by Boruta-XGBoost feature selection algorithm." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-69309-3

Notes or commentaries

Tailoring emergency and disaster preparedness engagement approaches for culturally and linguistically diverse communities

Hayes, Hailey and Ryan, Naomi. 2024. "Tailoring emergency and disaster preparedness engagement approaches for culturally and linguistically diverse communities." The Australian Journal of Emergency Management. 39 (3), pp. 42-48. https://doi.org/10.47389/39.3.42

Article

Using an evidence-informed reflection tool to develop understandings of feedback talk

Medland, Emma, Heron, Marion, Balloo, Kieran and Husain, Alina Syeda. 2024. "Using an evidence-informed reflection tool to develop understandings of feedback talk." Teaching in Higher Education. https://doi.org/10.1080/13562517.2024.2407338

Article

Making Australian Drought Monitor dataset findable, accessible, interoperable and reusable

Gacenga, Francis, An-Vo, Duc-Anh, McCulloch, Jillian, Young, Richard and Cobon, David. 2024. "Making Australian Drought Monitor dataset findable, accessible, interoperable and reusable." Computers and Electronics in Agriculture. 226. https://doi.org/10.1016/j.compag.2024.109381

Article

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