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
1113 results found
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The Woman in Black
Harmes, Marcus and Fryers, Mark. 2025. The Woman in Black. United Kingdom. Liverpool University Press.Authored book
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)
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
A Three-stage Cooperative Game Model for Water Resource Allocation Under Scarcity Using Bankruptcy Rules, Nash Bargaining Solution and TOPSIS
Janjua, Shahmir, An-Vo, Duc-Anh, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2025. "A Three-stage Cooperative Game Model for Water Resource Allocation Under Scarcity Using Bankruptcy Rules, Nash Bargaining Solution and TOPSIS." Water Resources Management. https://doi.org/10.1007/s11269-025-04123-8Article
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
Chameleon swarm algorithm with Morlet wavelet mutation for superior optimization performance
Kusla, Vipan, Brar, Gurbinder Singh, Kaur, Harpreet, Sandhu, Ramandeep, Prabha, Chander, Bhuiyan, Md. Mehedi, Abdulla, Shahab, Alam, Md Rittique, Abdulla, Samah, Samah, A. and El-Shafai, Walid. 2025. "Chameleon swarm algorithm with Morlet wavelet mutation for superior optimization performance." Scientific Reports. 15. https://doi.org/10.1038/s41598-025-97015-1Article
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
Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia
Barratt, Jonathan, Kath, Jarrod, Mushtaq, Shahbaz, Collins, Brian, Chenu, Karine, Christopher, Jack and An-Vo, Duc-Anh. 2025. "Strategic use of index-based frost insurance to reduce financial risk and improve income stability for wheat producers in Australia." Agricultural Systems. 226. https://doi.org/10.1016/j.agsy.2025.104306Article
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
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
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
Communication Across Cultures
Chang, Heejin, Windeatt, Scott and Stockwell, Esther. 2024. Communication Across Cultures . Australia. University of Southern Queensland.Textbook
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 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/bonviewJDSIS42024229Article
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