UniSQ College
| Type | Department/Institute |
|---|---|
| Faculty/Department | Provost's Portfolios |
| Head | Prof Ian Wells |
| A/Pr Jonathan Green | |
| Director of Research | A/Pr Jonathan Green |
Latest research outputs
1179 results found
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Designing robust adaptive ensemble deep learning based decomposition technique for sea level variability prediction
Diykh, Mohammed, Ali, Mumtaz, Farooque, Aitazaz A., Aldhafeeri, Anwar Ali and Labban, Abdulhaleem H.. 2026. "Designing robust adaptive ensemble deep learning based decomposition technique for sea level variability prediction." Applied Ocean Research. 166. https://doi.org/10.1016/j.apor.2026.104925Article
A reliable deep ensemble hybrid model for urban air quality health index forecasting in maritime Canada
Jamei, Mehdi, Randhawa, Gurjit S., Ali, Mumtaz, Karbasi, Masoud, Olumegbon, Ismail, Cheema, Saad Javed, Esau, Travis J., Zaman, Qamar U. and Farooque, Aitazaz A.. 2026. "A reliable deep ensemble hybrid model for urban air quality health index forecasting in maritime Canada." Environmental Modelling and Software. 197. https://doi.org/10.1016/j.envsoft.2025.106837Article
Utilizing soil characteristics and hybrid machine learning for interpretable potato yield prediction: A study with satin-bowerbird optimization and deep neural network
Karbasi, Masoud, Randhawa, Gurjit S., Farooque, Aitazaz A., Ali, Mumtaz, Jamei, Mehdi, Khosravi, Khabat, Afzaal, Hassan, Malik, Anurag and Zaman, Qamar U.. 2026. "Utilizing soil characteristics and hybrid machine learning for interpretable potato yield prediction: A study with satin-bowerbird optimization and deep neural network." Field Crops Research. 338. https://doi.org/10.1016/j.fcr.2025.110311Article
A robust artificial intelligence informed over complete rational dilation wavelet transform technique coupled with deep learning for long-term rainfall prediction
Diykh, Mohammed Mohammed, Ali, Mumtaz, Farooque, Aitazaz Ahsan, Aldhafeeri, Anwar Ali, Jamei, Mehdi Mehdi Mehdi and Labban, Abdulhaleem. 2026. "A robust artificial intelligence informed over complete rational dilation wavelet transform technique coupled with deep learning for long-term rainfall prediction." Engineering Applications of Artificial Intelligence. 165 (Part B). https://doi.org/10.1016/j.engappai.2025.113426Article
Progress and Future Trends of E. coli Removal from Water Environment Sources using Antibacterial Activity of Photocatalytic Coated-Surfaces: A Comprehensive Review
Seifi, Akram, Riahi‑Madvar, Hossien and Ali, Mumtaz. 2026. "Progress and Future Trends of E. coli Removal from Water Environment Sources using Antibacterial Activity of Photocatalytic Coated-Surfaces: A Comprehensive Review." Water, Air and Soil Pollution: an international journal of environmental pollution. 237 (2). https://doi.org/10.1007/s11270-025-08734-0Article
ECT-DLM: Deep Learning Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images
Alkhafaji, Sarmad K. D., Abdulla, Shahab, Marhoon, Haydar Abdulameer, Diykh, Mohammed, Majed, Mustafa Ali, Sadiq, Jafar, Saleh, Ali Aqeel, Sahi, Aqeel and Alabdally, Hussein. 2026. "ECT-DLM: Deep Learning Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images ." 10th International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2025). New York, United States 23 - 24 May 2025 United States. Springer. https://doi.org/10.1007/978-981-95-1357-4_4Paper
An investigation into the effects of a short-term intensive study abroad TESOL program into L2 anxiety, international posture, and L2 willingness to communicate
Davies, Michael James, Chang, Heejin and Coulson, David. 2025. "An investigation into the effects of a short-term intensive study abroad TESOL program into L2 anxiety, international posture, and L2 willingness to communicate." English Australia Journal: the Australian journal of English language teaching. 41 (2), pp. 19-39. https://doi.org/10.61504/KBQW7508Article
Optimizing Brain Tumor Segmentation Networks through Evolutionary Neural Architecture Search
Abdulla, S., Yasmin, F., Hasan, M., Bhuiyan, M., Radjabovich, R.S., Khader, A., Ahmed, A. and Xue, Y.. 2025. "Optimizing Brain Tumor Segmentation Networks through Evolutionary Neural Architecture Search." Digital Image Computing: Techniques and Applications (DICTA) . IEEE. https://doi.org/10.1109/DICTA68720.2025.11302470Paper
Increasing access and opportunity: Nesting Enabling programs in senior schooling
Jones, Angela and Ramos, Fabiane. 2025. "Increasing access and opportunity: Nesting Enabling programs in senior schooling." 2025 Foundation and Bridging Educators New Zealand (FABENZ) 7th Biennial Conference . Wellington, New Zealand 08 - 09 Dec 2025Presentation
It's hard to describe what it feels like to become a mum, but it has a name: matrescence
Eslick, Belinda, Ramos, Fabiane and Roberts, Laura. 2025. "It's hard to describe what it feels like to become a mum, but it has a name: matrescence." Conversation. https://doi.org/10.64628/AA.taa9qj9yrBlog
Attentive Bidirectional Long Short-Term Memory Model to Predict the Remaining Useful Life of Aircraft Engines
Seixas Leal, Andreia, Deo, Ravinesh C., Prasad, Salvin Sanjesh, De Castro Santos, Luis Carlos, Ali, Mumtaz and Berton, Lilian. 2025. "Attentive Bidirectional Long Short-Term Memory Model to Predict the Remaining Useful Life of Aircraft Engines." IEEE Access. 13, pp. 217285-217297. https://doi.org/10.1109/ACCESS.2025.3648287Article
Dynamic graph learning framework based seasonal and trend decomposition approach for potato crop evapotranspiration prediction
Cheema, Saad Javed, Diykh, Mohammed, Ali, Mumtaz, Farooque, Aitazaz A., Malekian, Raheleh, Saleem, Shoaib Rashid, Galagedara, Lakshman W., Sadiq, Rehan, Randhawa, Gurjit S. and Zaman, Qamar Uz. 2025. "Dynamic graph learning framework based seasonal and trend decomposition approach for potato crop evapotranspiration prediction." Scientific Reports. 15. https://doi.org/10.1038/s41598-025-28592-4Article
Academic Numeracies Framework: Supporting the Systematic Embedding of Numeracy in University Curricula
Howarth, Debi, Salmeron, Raquel and Galligan, Linda. 2025. "Academic Numeracies Framework: Supporting the Systematic Embedding of Numeracy in University Curricula." 17th Biennial Association for Academic Language and Learning Conference (AALL 2025). Townsville, Australia 03 - 05 Dec 2025Presentation
Investigating the Impact of Pathway Programs on Student Success in Higher Education: A Socioeconomic and Performance Analysis
Salmeron, R., Stratton-Maher, D., Chang, H. and Redmond, P.. 2025. "Investigating the Impact of Pathway Programs on Student Success in Higher Education: A Socioeconomic and Performance Analysis." 30th International Council for Open and Distance Education World Conference 2025. Aotearoa, New Zealand 10 - 13 Nov 2025Presentation
Exploring Pause Patterns in L2 Presentations: A Multi-Modal Analysis Using TED Talks and ESL Learners
Chang, Heejin and Windeatt, Scott. 2025. "Exploring Pause Patterns in L2 Presentations: A Multi-Modal Analysis Using TED Talks and ESL Learners ." European Association for Computer-Assisted Language Learning 2025 (EuroCALL 2025). Milan, Italy 27 - 30 Aug 2025Presentation
Do Interactive Technologies Enhance Online Students' Engagement? Insights from a Post-Graduate Guidance and Counselling Course
Tualaulelei, Eseta, Getenet, Seyum, Singh, Niharika and Pillay, Yosheen. 2025. "Do Interactive Technologies Enhance Online Students' Engagement? Insights from a Post-Graduate Guidance and Counselling Course." Online Learning Journal. 29 (4), pp. 448-466. https://doi.org/10.24059/olj.v29i4.4531Article
Reflections on Designing In-School Enabling Courses
Jones, Angela, Navin, Fiona, Dhondea-Tenakov, Selena, Howie, Michael, Attree, Shaz, Lisciandro, Joanne, Maclaurin, Anita, Nieuwoudt, Johanna and Ramos, Fabiane. 2025. "Reflections on Designing In-School Enabling Courses." 2025 Pathways Education and Research Colloquium: Advancing the Agenda. Toowoomba, Australia 24 - 24 Oct 2025Paper
Ensuring water justice and achieving sustainable development goals in megacities through cooperative bargaining solutions
Janjua, Shahmir, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and An-Vo, Duc-Anh. 2025. "Ensuring water justice and achieving sustainable development goals in megacities through cooperative bargaining solutions." Water Resources Management. 39, pp. 8267-8291. https://doi.org/10.1007/s11269-025-04342-zArticle
Designing School Policy and Practice for Academic Integrity in the Age of GenAI: A Design-Based Research Project in a Regional School
Burke, Katie, Bedford, Alison, Roux, Rian, Scott, Emily, Thomas, Jasmine and Chamlin, Tracey. 2025. "Designing School Policy and Practice for Academic Integrity in the Age of GenAI: A Design-Based Research Project in a Regional School." International Journal of Changes in Education. https://doi.org/10.47852/bonviewIJCE52026912Article
Optimising Container Parking in Australian Terminals: A Simulation-Based Automation Approach
Ali, Kashif, Abdulla, Shahab and Ali, Mumtaz. 2025. "Optimising Container Parking in Australian Terminals: A Simulation-Based Automation Approach." Australasian Coasts and Ports 2025 Conference . Adelaide, Australia 11 - 21 Aug 2025Paper
Optimized CNN framework for malaria detection using Otsu thresholding−based image segmentation
Singh, Retinderdeep, Prabha, Chander and Abdulla, Shahab. 2025. "Optimized CNN framework for malaria detection using Otsu thresholding−based image segmentation ." Scientific Reports. 15 (17/11/2025). https://doi.org/10.1038/s41598-025-23961-5Article
Developing a Welcome Academy at UniSQ
Roux, R., Abdulla, S. and Helwig, L.. 2025. "Developing a Welcome Academy at UniSQ." 2025 Pathways Education and Research Colloquium: Advancing the Agenda. Brisbane, Australia 24 - 24 Oct 2025Presentation
Philosophical questions of transformative learning: a dialogic exploration of the way forward
Matikainen, Minni, Green, Larry, Formenti, Laura, Cino, Davide, Hoggan, Chad, Hoggan-Kloubert, Tanja, Roux, Rian, Midtgård, Inger Helen and Bareksten, Berit. 2025. "Philosophical questions of transformative learning: a dialogic exploration of the way forward." European Society for Research on the Education of Adults 11th Triennial Conference. Prague 24 - 27 Sep 2025 Prague.Presentation
Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Farooque, Aitazaz A., Cheema, Saad Javed, Randhawa, Gurjit S., Habib Gilani, Syed Zubair and Yaseen, Zaher Mundher. 2025. "Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection." Ecological Informatics. 92. https://doi.org/10.1016/j.ecoinf.2025.103468Article
Intuitive Psychology in an AI Age: The Evolving Landscape of Child Development in the Presence of Artificial Intelligence
Clarke, Samuel, Roux, Rian, Wang, Huiwen and Laskova, Ksenija. 2025. "Intuitive Psychology in an AI Age: The Evolving Landscape of Child Development in the Presence of Artificial Intelligence." Frontiers in Educational Practice and Research. 1 (2), pp. 90-104. https://doi.org/10.55578/fepr.2509.008Article
GrainData Fusion GRDC Datasets
An-Vo, Duc-Anh, Owen, Kirsty, Sheedy, Jason, Percy, Cassy, Gacenga, Francis and McCulloch, Jillian. 2025. GrainData Fusion GRDC Datasets. Grains Research and Development Corporation. https://doi.org/10.26192/1000zwCollection of datasets
SPI-Informed Drought Forecasts Integrating Advanced Signal Decomposition and Machine Learning Models
Aldhafeeri, Anwar Ali, Ali, Mumtaz A, Khan, Mohsin and Labban, Abdulhaleem H.. 2025. "SPI-Informed Drought Forecasts Integrating Advanced Signal Decomposition and Machine Learning Models." Water. 17 (18). https://doi.org/10.3390/w17182747Article
Improving Medical X-ray Imaging Diagnosis with Attention Mechanisms and Robust Transfer Learning Techniques
Das, Isha, Sheakh, Md. Alif, Abdulla, Shahab, Tahosin, Mst. Sazia, Bhuiyan, Md. Mehedi, Zaman, Sadika and Shukla, Abhay. 2025. "Improving Medical X-ray Imaging Diagnosis with Attention Mechanisms and Robust Transfer Learning Techniques ." IEEE Access. 11, pp. 159002-159027. https://doi.org/10.1109/ACCESS.2025.3607639Article
Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications
Sana, Tamanna Zubair, Abdulla, Shahab, Nag, Anindya, Das, Ayontika, Hassan, Md. Mehedi, Fiza, Zoya Zubairi, Karim, Asif and Kabir, Sheikh Ridwan Raihan. 2025. "Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications ." IEEE Access. 13, pp. 153817-153844. https://doi.org/10.1109/ACCESS.2025.3605165Article
Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes
Raj, Nawin, Sharma, Ekta, Singh, Niharika, Downs, Nathan, Salmeron, Raquel and Galligan, Linda. 2025. "Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes." Education Sciences. 15 (9). https://doi.org/10.3390/educsci15091124Article
Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach
Raj, Nawin, Singh, Niharika, Downs, Nathan and Singh-Peterson, Lila. 2025. "Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach." Remote Sensing. 17 (17). https://doi.org/10.3390/rs17172988Article
Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model
Alabdally, Hussein, Ali, Mumtaz, Diykh, Mohammad, Deo, Ravinesh C., Aldhafeeri, Anwar Ali, Abdulla, Shahab and Farooque, Aitazaz Ahsan. 2025. "Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model." Forecasting. 7 (3). https://doi.org/10.3390/forecast7030046Article
FedVGM: Enhancing Federated Learning Performance on Multi-Dataset Medical Images with XAI
Tahosin, Mst. Sazia, Sheakh, Md. Alif, Alam, Mohammad Jahangir, Hassan, Md. Mehedi, Bairagi, Anupam Kumar, Abdulla, Shahab, Alshathri, Samah and El-Shafai, Walid. 2025. "FedVGM: Enhancing Federated Learning Performance on Multi-Dataset Medical Images with XAI." IEEE Journal of Biomedical and Health Informatics. https://doi.org/10.1109/JBHI.2025.3600361Article
eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada
Jamei, Mehdi, Farooque, Aitazaz Ahsan, Ali, Mumtaz, Karbasi, Masoud, Afzaal, Hassan, Cheema, Saad Javed, Zaman, Qamar Uz, Woon, Kok Sin and Sheridan, Paul. 2025. "eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada." Computers and Electronics in Agriculture. 238. https://doi.org/10.1016/j.compag.2025.110831Article
Cadmium toxicity, health risk and its remediation using low-cost biochar adsorbents
Rani, Lata, Kaushal, Jyotsna, Srivastav, Arun Lal, Abdulla, Shahab, Prabha, Chander and Joshi, Herat. 2025. "Cadmium toxicity, health risk and its remediation using low-cost biochar adsorbents ." Open Life Sciences. 20 (1). https://doi.org/10.1515/biol-2025-1131Article
Research Report: Residential security - Towards equal security, peace, dignity: co-developing norms of land tenure project
Copley, Julie, Crowley-Cyr, Lynda, Gacenga, Francis, Keating, Geoff and Voight, Margaret. 2025. Research Report: Residential security - Towards equal security, peace, dignity: co-developing norms of land tenure project. Australia. University of Southern Queensland. https://doi.org/10.26192/zz0yqProject report
Decile-based index drought insurance to help improve income stability for wheat producers in Australia
Barratt, Jonathan, Kath, Jarrod, Collins, Brian, Mushtaq, Shahbaz and An-Vo, Duc-Anh. 2025. "Decile-based index drought insurance to help improve income stability for wheat producers in Australia." Agricultural Water Management. 318. https://doi.org/10.1016/j.agwat.2025.109726Article
Multi-step ahead significant wave height forecasting using global and local view graph representation based on GRU model
Diykh, Mohammed, Ali, Mumtaz, Jamei, Mehdi, Prasad, Ramendra, Labban, Abdulhaleem H., Abdulla, Shahab, Singh, Niharika and Farooque, Aitazaz Ahsan. 2025. "Multi-step ahead significant wave height forecasting using global and local view graph representation based on GRU model." Ocean Engineering. 340 (Part 2). https://doi.org/10.1016/j.oceaneng.2025.122314Article
Uncertainty assessment based on data decomposition and Boruta-driven extreme gradient boosting to predict spatiotemporal urban air dust heavy metal index
Seifi, Akram, Soltani-Gerdefaramarzi, Somayeh and Ali, Mumtaz. 2025. "Uncertainty assessment based on data decomposition and Boruta-driven extreme gradient boosting to predict spatiotemporal urban air dust heavy metal index." Atmospheric Pollution Research. 16 (11). https://doi.org/10.1016/j.apr.2025.102654Article
Designing advanced feature selection and uncertainty quantification-based deep learning approach to predict chlorophyll-a and water bloom risks in dam reservoir
Seifi, Akram, Riahi Madvar, Hossien, Davarpanah, Rouhollah, Ali, Mumtaz and Mashat, Abdul-Wahab. 2025. "Designing advanced feature selection and uncertainty quantification-based deep learning approach to predict chlorophyll-a and water bloom risks in dam reservoir." Journal of Water Process Engineering. 77. https://doi.org/10.1016/j.jwpe.2025.108341Article
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