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
1163 results found
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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
The Woman in Black
Harmes, Marcus and Fryers, Mark. 2025. The Woman in Black. United Kingdom. Liverpool University Press.Authored book
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
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. 2025. "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. https://doi.org/10.1007/s11270-025-08734-0Article
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
Teaching and Supporting University Students' Academic Writing: A Practitioner's Autoethnographic Reflections on a Decade of Practice
Sherwood, Celeste. 2025. "Teaching and Supporting University Students' Academic Writing: A Practitioner's Autoethnographic Reflections on a Decade of Practice." Mulligan, Deborah L., Forbes, Meg, Anteliz, Emilio A. and Danaher, Patrick Alan (ed.) The Palgrave Handbook of Autoethnographic and Self-Study Education Research Methods. Switzerland . Palgrave Macmillan. pp. 307-330Handbook (chapter)
Mathematics pathways and learning support in Australian universities
Galligan, Linda, Brickhill, Michael, Ly, Ken, Peate, Joshua, Rylands, Leanne, Salmeron, Raquel and Kennedy, Sophie. 2025. "Mathematics pathways and learning support in Australian universities." First Year in Maths 2025 (FYiMaths 2025). Sydney, Australia 10 - 11 Jul 2025Presentation
In-school enabling programs in the landscape of university pathways for secondary students in Australia: a scoping review
Ramos, Fabiane, Ryan, Naomi and Forbes, Meg. 2025. "In-school enabling programs in the landscape of university pathways for secondary students in Australia: a scoping review." The Australian Educational Researcher. https://doi.org/10.1007/s13384-025-00853-1Article
Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation
Sahi, Aqeel, Hayawi, Mustafa, Lafta, Raid, Abdulla, Shahab and Diykh, Mohammed. 2025. "Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation ." 4th International Conference on Innovations in Computing Research (ICR’25). London, United Kingdom 25 - 27 Aug 2025 Switzerland. Springer. https://doi.org/10.1007/978-3-031-95652-2_11Paper
Exploring Student Attitudes and Institutional Challenges in Advancing Adult Numeracy: Insights from Focus Groups
Howarth, Debi, Salmeron, Raquel and Galligan, Linda. 2025. "Exploring Student Attitudes and Institutional Challenges in Advancing Adult Numeracy: Insights from Focus Groups." 31st International Conference of Adults Learning Mathematics: A Research Forum (ALM). 01 - 02 Jul 2024 Adults Learning Mathematics (ALM).Paper
Building Mathematics Proficiency for Career Advancement: A Case Study of Adult Learners in a Pathway Program
Singh, Niharika and Salmeron, Raquel. 2025. "Building Mathematics Proficiency for Career Advancement: A Case Study of Adult Learners in a Pathway Program." 31st International Conference of Adults Learning Mathematics: A Research Forum (ALM). 01 - 02 Jul 2024 Adults Learning Mathematics (ALM).Paper
The current state of modern language education in Australian public universities
Charles, Michael B. and Harmes, Marcus. 2025. "The current state of modern language education in Australian public universities." Arts and Humanities in Higher Education: an international journal of theory, research and practice. https://doi.org/10.1177/14740222251341412Article
Protective Colonialism – Challenging Colonialist Preconceptions
Keating, Geoff. 2025. "Protective Colonialism – Challenging Colonialist Preconceptions." Interdisciplinary Discourses, Education and Analysis (IDEA) Journal. (5), pp. 75-86.Article
Leveraging Advanced Data-Driven Approaches to Forecast Daily Floods Based on Rainfall for Proactive Prevention Strategies in Saudi Arabia
Aldhafiri, Anwar Ali, Ali, Mumtaz and Labban, Abdulhaleem H.. 2025. "Leveraging Advanced Data-Driven Approaches to Forecast Daily Floods Based on Rainfall for Proactive Prevention Strategies in Saudi Arabia." Water. 17 (11). https://doi.org/10.3390/w17111699Article
Virtue and Transformation: A Heuristic of Transformative Learning as a Journey of Deconstruction and Reconstruction
Roux, Rian. 2025. "Virtue and Transformation: A Heuristic of Transformative Learning as a Journey of Deconstruction and Reconstruction." Journal of Transformative Education. https://doi.org/10.1177/15413446251344918Article
Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models
Abdulla, Suha Zadain, Diykh, Mohammed, Abdulla, Shahab, Alabdally, Hussein and Sahi, Aqeel. 2025. "Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models ." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore. Springer. https://doi.org/10.1007/978-981-96-5597-7_25Paper
Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model
Abdulla, Shahab, Majeed, Amar S., Al-Khafaji, Ali Basim, Alsalman, Wesaam, Diykh, Mohammed, Sahi, Aqeel, Alabdally, Hussein and Khudhur, Khaleel Ali. 2025. "Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore . Springer. https://doi.org/10.1007/978-981-96-5597-7_24Paper
An Enhanced Data Collection System for Social Enterprises: Securing Impact with Machine Learning and Cryptography
Muttaki, Fardin, Sahi, Aqeel, Abdulla, Shahab and Aljebur, Kaled. 2025. "An Enhanced Data Collection System for Social Enterprises: Securing Impact with Machine Learning and Cryptography ." FinTech and Sustainable Innovation (FSI). https://doi.org/10.47852/bonviewFSI52025209Article
The Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models
Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2025. "The Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models ." Journal of Data Science and Intelligent Systems. https://doi.org/10.47852/bonviewJDSIS52024231Article
Interactive technologies and student engagement in online higher education: a multidimensional analysis
Getenet, Seyum, Tualaulelei, Eseta, Singh, Niharika, Pillay, Yosheen and Hammermeister, Kerrie-Anne. 2025. "Interactive technologies and student engagement in online higher education: a multidimensional analysis." Technology, Pedagogy and Education. https://doi.org/10.1080/1475939X.2025.2498483Article
Round the Ring Stones: Nigel Kneale and Megaliths
Harmes, Marcus and Fryers, Mark. 2025. "Round the Ring Stones: Nigel Kneale and Megaliths." Johnson, Derek (ed.) Nigel Kneale and Horror: Medium, Time, Culture and Genre. Liverpool. Liverpool University Press. pp. 145-164Edited book (chapter)
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