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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Visions and Augmentations: Cybernetics, Artificial Intelligence, Science Fiction and Popular Culture
Fryers, Mark and Harmes, Marcus K.. 2026. "Visions and Augmentations: Cybernetics, Artificial Intelligence, Science Fiction and Popular Culture." Fryers, Mark and Harmes, Marcus K. (ed.) Cybernetic Imaginations. United Kingdom. Peter Lang Publishing. pp. 1-25Edited book (chapter)
Cybernetic Imaginations
Fryers, Mark and Harmes, Marcus K.. Fryers, Mark and Harmes, Marcus K. (ed.) 2026. Cybernetic Imaginations. United Kingdom. Peter Lang Publishing.Edited book
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
Incorporation of lemon myrtle oil (Backhousia citriodora) and nanocellulose into novel hydrogel films for wound dressing applications: Physicochemical and biological evaluation
Seneviratne, Dinuki Maneesha. 2025. Incorporation of lemon myrtle oil (Backhousia citriodora) and nanocellulose into novel hydrogel films for wound dressing applications: Physicochemical and biological evaluation. PhD by Publication Doctor of Philosophy . University of Southern Queensland. https://doi.org/10.26192/1025w6PhD by Publication
The Influence Maximization in Complex Networks: Significant Trends, Leading Contributors, and Prospective Directions
Abbas, Elaf Adel, Alubady, Raaid, Sahi, Aqeel, Diykh, Mohammed and Abdulla, Shahab. 2025. "The Influence Maximization in Complex Networks: Significant Trends, Leading Contributors, and Prospective Directions." Complexity. 2025 (1). https://doi.org/10.1155/cplx/7605463Article
Papua New Guinea has played an important role in Australian history – it's time we acknowledged that
Keating, Geoff. 2025. "Papua New Guinea has played an important role in Australian history – it's time we acknowledged that." Conversation. https://doi.org/10.64628/AA.gum4y3w4jBlog
Optimizing Brain Tumor Segmentation Networks Through Evolutionary Neural Architecture Search
Yasmin, Farhana, Hasan, Mahade, Abdulla, Shahab, Hassan, Md Mehedi, Radjabovich, Radjabov Sukhro, Khader, Abdolraheem, Ahmed, Ali and Xue, Yu. 2025. "Optimizing Brain Tumor Segmentation Networks Through Evolutionary Neural Architecture Search ." 2025 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Adelaide, Australia 03 - 05 Dec 2025 IEEE. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/DICTA68720.2025.11302470Paper
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
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
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
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
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
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
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
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
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
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. 39 (5), pp. 2203-2229. 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. 11. https://doi.org/10.1016/j.ibmed.2025.100253Article
Transformative Learning and the Test of Truth: Towards Conceptual Validation
Roux, Rian. 2025. "Transformative Learning and the Test of Truth: Towards Conceptual Validation." Journal of Transformative Education. 24 (1). https://doi.org/10.1177/15413446251338055Article
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/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
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