UniSQ College (Pathways)
| Type | School/Centre |
|---|---|
| Director of Research | Dr Ana Stevenson |
| Parent | UniSQ College |
| Head | Prof Ian Wells |
| Dr Ana Stevenson |
Latest research outputs
782 results found
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Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands
Chand, Ravinesh, Deo, Ravinesh C., Ghimire, Sujan, Nguyen-Huy, Thong and Ali, Mumtaz. 2025. "Hybrid CNN–GRU model for hourly flood forecasting index: case studies from the Fiji islands." Stochastic Environmental Research and Risk Assessment. https://doi.org/10.1007/s00477-025-02964-8Article
Enhanced Polycystic Ovary Syndrome Diagnosis Model Leveraging a K-means Based Genetic Algorithm and Ensemble Approach
Faris, Najlaa, Sahi, Aqeel, Diykh, Mohammed, Abdulla, Shahab and Siuly, Siuly. 2025. "Enhanced Polycystic Ovary Syndrome Diagnosis Model Leveraging a K-means Based Genetic Algorithm and Ensemble Approach." Intelligence-Based Medicine. https://doi.org/10.1016/j.ibmed.2025.100253Article
Assessing Pan-Canada wildfire susceptibility by integrating satellite data with novel hybrid deep learning and black widow optimizer algorithms
Khosravi, Khabat, Mosallanejad, Ashkan, Bateni, Sayed M., Kim, Dongkyun, Jun, Changhyun, Shahvaran, Ali Reza, Farooque, Aitazaz A., Karbasi, Massoud and Ali, Mumtaz. 2025. "Assessing Pan-Canada wildfire susceptibility by integrating satellite data with novel hybrid deep learning and black widow optimizer algorithms." Science of the Total Environment. 977. https://doi.org/https://doi.org/10.1016/j.scitotenv.2025.179369Article
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.2025.127572Article
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/s11356-025-36062-7Article
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/s41598-025-90628-6Article
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. 1-20Edited 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.2025.104597Article
The ETHICAL Framework for Responsible Generative AI Use in Research
Eacersall, D., Pretorius, L., Smirnov, I., Spray, E., Illingworth, S., Chugh, R., Strydom, S., Stratton-Maher, D., Simmons, J., Jenning, I., Roux, R., Kamrowski, R., Downie, A., Thong, C. L. and Howell, K. A.. 2025. The ETHICAL Framework for Responsible Generative AI Use in Research . Human-AI Collaborative Knowledgebase for Education and Research (HACKER).Other
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/TENCON61640.2024.10902823Paper
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. https://doi.org/10.1111/1475-4932.12866Article
Beyond decolonising doctoral education: Alternatives for doctoral scholars
McDowall, Ailie and Ramos, Fabiane. 2025. "Beyond decolonising doctoral education: Alternatives for doctoral scholars." Hallett, Fiona (ed.) Debates in Doctoral Education: Challenges and Opportunities. United Kingdom. Routledge.Edited book (chapter)
“Do you know who we are? We’re the educators, the real-life superstars”: Remixing hip-hop pedagogy with an affinity group
Thomson, Charlie, Riddle, Stewart and Hickey, Andrew. 2025. "“Do you know who we are? We’re the educators, the real-life superstars”: Remixing hip-hop pedagogy with an affinity group ." Research Studies in Music Education. https://doi.org/10.1177/1321103X241304971Article
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.2025.126433Article
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
Mobile-assisted vocabulary learning in an EAP context
Son, Jeong-Bae and Park, Sang-Soon. 2025. "Mobile-assisted vocabulary learning in an EAP context." Teng, M. F., Kukulska-Hulme, A. and Wu, J.G. (ed.) Theory and practice in vocabulary research in digital environments. United States. Routledge. pp. 194-210Edited book (chapter)
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
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.2024.132562Article
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
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.13988Article
Academic literacy in enabling education programs in Australian universities: A shared pedagogy
Davis, Charmaine, Lawson, Kathryn and Duffy, Lisa. 2025. "Academic literacy in enabling education programs in Australian universities: A shared pedagogy." The Australian Educational Researcher. 51 (2), pp. 539-561. https://doi.org/10.1007/s13384-024-00729-wArticle
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/10.1080/10739149.2024.2350009Article
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/10.1080/19388071.2024.2340031Article
Trends and global power of research on physical activity, depression, and anxiety in adolescents and young adults: Science mapping the literature
Balloo, Kieran, Delaney, Patrick, Hosein, Anesa and Liza, Farhana Ferdousi. 2024. "Trends and global power of research on physical activity, depression, and anxiety in adolescents and young adults: Science mapping the literature." International Journal of Adolescence and Youth. 29 (1). https://doi.org/10.1080/02673843.2024.2375356Article
Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland
Downs, Nathan, Antrobus, Jodie, Dekeyser, Stijn, Butler, Harry, Downs, Melanie, Hickmott, Darren, Madigan, Chris, Brown, Alexandra, Amar, Abdurazaq, Dearnaley, John, Parisi, Alfio V, Vanos, Jennifer, Raj, Nawin, Harrison, Simone and Igoe, Damien. 2024. "Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland ." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.Presentation
reimagining feminist futures through geographies of selves: a letter to the poetics of being and becoming.
Ramos, Fabiane. 2024. "reimagining feminist futures through geographies of selves: a letter to the poetics of being and becoming. " Feminist Review. 136 (1), pp. 118-124. https://doi.org/10.1177/01417789241232511Article
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
Where does Santa live? It's a trickier question to answer than you may think
Harmes, Marcus and Harmes, Meredith. 2024. "Where does Santa live? It's a trickier question to answer than you may think." The Conversation.Blog
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
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
Parallel Mothers, Parallel Academics: Becoming Mothers in Australia Academia
Ramos, Fabiane, Eslick, Belinda and Roberts, Laura. 2024. "Parallel Mothers, Parallel Academics: Becoming Mothers in Australia Academia." Australian Women's and Gender Studies Association Conference. Gold Coast, Queensland 13 - 15 Nov 2024 Australia.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.2024.103607Article
Horror Pedagogies: Lessons from Stephen King’s fiction
Hopkins, Susan and Parkes, Frey. 2024. "Horror Pedagogies: Lessons from Stephen King’s fiction." Needed Now in Learning and Teaching.Blog
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
Academic Numeracies Framework in the GenAI Era
Howarth, Debi, Salmeron, Raquel and Galligan, Linda. 2024. "Academic Numeracies Framework in the GenAI Era." 2024 Learning and Teaching Symposium . Online 18 - 18 Oct 2024 Australia.Presentation
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/s40359-024-02074-0Article
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. 2024. "Ultraviolet radiation thin film dosimetry: A review of properties and applications." Photochemistry and Photobiology. https://doi.org/10.1111/php.14022Article
What is needed is neurodiversity: Emotional labour and neuroqueerness in the age of the Accord
Parkes, Frey and Hopkins, Susan. 2024. "What is needed is neurodiversity: Emotional labour and neuroqueerness in the age of the Accord." Journal of the Australian and New Zealand Student Services Association (JANZSSA).Blog
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