UniSQ College (English Language)
| Type | School/Centre |
|---|---|
| Director of Research | A/Pr Jonathan Green |
| Parent | UniSQ College |
| Head | Prof Ian Wells |
Latest research outputs
175 results found
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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
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
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
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
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
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
Communication Across Cultures
Chang, Heejin, Windeatt, Scott and Stockwell, Esther. 2024. Communication Across Cultures . Australia. University of Southern Queensland.Textbook
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
Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course
Ghimire, Sujan, Abdulla, Shahab, Joseph, Lionel P., Prasad, Salvin, Murphy, Angela, Devi, Aruna, Barua, Prabal Datta, Deo, Ravinesh C., Acharya, Rajendra and Yaseen, Zaher Mundher. 2024. "Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course." Computers and Education: Artificial Intelligence. 7. https://doi.org/10.1016/j.caeai.2024.100331Article
Securing X-Ray Images into Cover Images Using Hybrid EBS Steganography with Five-Layer Cryptography
Sharma, Divya, Prabha, Chander, Hassan, Md Mehedi, Abdulla, Shahab, Bairagi, Anupam Kumar, Samah, Alshathri and El-Shafai, Walid. 2024. "Securing X-Ray Images into Cover Images Using Hybrid EBS Steganography with Five-Layer Cryptography." IEEE Access. 12, pp. 2169-3536. https://doi.org/10.1109/ACCESS.2024.3489452Article
Using interactive open textbook materials to tackle issues of intercultural communication in multi-cultural contexts
Chang, Heejin and Windeatt, Scott. 2024. "Using interactive open textbook materials to tackle issues of intercultural communication in multi-cultural contexts." Wang, Y. and Cárdenas, M. (ed.) XXIInd International CALL Research Conference. Tokyo, Japan 13 - 15 Sep 2024 Japan. pp. 23-30Paper
True encounters with the fictional university: collectively rewriting the script of filmic dark academia from the academic margins
Hopkins, Susan, Balloo, Kieran, Ramos, Fabiane, Salmeron, Raquel, Singh, Niharika and Wilson, Victoria E.. 2024. "True encounters with the fictional university: collectively rewriting the script of filmic dark academia from the academic margins ." Culture and Organization. https://doi.org/10.1080/14759551.2024.2394461Article
Interweaving employability skills in ESL/EFL university direct entry integrated assessment tasks: A systematic reviews
Windsor, Angela and Hancock, Zoe. 2024. "Interweaving employability skills in ESL/EFL university direct entry integrated assessment tasks: A systematic reviews." English Australia Journal: the Australian journal of English language teaching. 40 (2), pp. 23-49. https://doi.org/10.61504/JRNZ2577Article
Reconfiguring Physics Assessment for Incarcerated Students – Changing how we think about practical experiments
Spence, Jenny, Amar, Abdurazaq and Chang, Heejin. 2024. "Reconfiguring Physics Assessment for Incarcerated Students – Changing how we think about practical experiments." 15th Biennial International Australasian Corrections Education Association Conference. Online 11 - 13 Jun 2024 Online.Presentation
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data
Diykh, Mohammed, Ali, Mumtaz, Jamei, Mehdi, Abdulla, Shahab, Uddin, Md Palash, Farooque, Aitazaz Ahsan, Labban, Abdulhaleem H. and Alabdally, Hussein. 2024. "Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data." Computers and Electronics in Agriculture. 221. https://doi.org/10.1016/j.compag.2024.108964Article
Fluency issues in L2 academic presentations: Linguistic, cognitive and psychological influences on pausing behaviour
Chang, Heejin and Windeatt, Scott. 2024. "Fluency issues in L2 academic presentations: Linguistic, cognitive and psychological influences on pausing behaviour." Language Teaching Research. https://doi.org/10.1177/13621688241233718Article
Vale ‘sister suffragette’: how Glynis Johns became a pop-culture icon in the story of votes for women
Stevenson, Ana and Helwig, Lindsay. 2024. "Vale ‘sister suffragette’: how Glynis Johns became a pop-culture icon in the story of votes for women." The Conversation.Blog
Understanding and responsiveness in the trauma-informed adult ESL classroom
Wilson, Victoria E., Le Brocque, Robyne, Drayton, John and Hammer, Sara. 2024. "Understanding and responsiveness in the trauma-informed adult ESL classroom." The Australian Educational Researcher. 51 (5), pp. 2069-2097. https://doi.org/10.1007/s13384-023-00680-2Article
Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks
Ali, Mumtaz, Prasad, Ramendra, Jamei, Mehdi, Malik, Anurag, Xiang, Yong, Abdulla, Shahab, Deo, Ravinesh C., Farooque, Aitazaz A. and Labban, Abdulhaleem H.. 2024. "Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks." Renewable Energy. 221. https://doi.org/10.1016/j.renene.2023.119773Article
Application of an explainable glass-box machine learning approach for prognostic analysis of a biogas-powered small agriculture engine
Jamei, Mehdi, Sharma, Prabhakar, Ali, Mumtaz, Bora, Bhaskor J., Malik, Anurag, Paramasivam, Prabhu, Farooque, Aitazaz A. and Abdulla, Shahab. 2024. "Application of an explainable glass-box machine learning approach for prognostic analysis of a biogas-powered small agriculture engine." Energy. 288. https://doi.org/https://doi.org/10.1016/j.energy.2023.129862Article
A Three-Step Framework for Assessment Design for Academic Integrity
Balloo, Kieran, Judith, Kate, Padro, Fernando, Park, Sang-Soon and Chang, Heejin. 2023. "A Three-Step Framework for Assessment Design for Academic Integrity." 2023 Australasian Academic Integrity Network Forum. 22 - 22 Sep 2023 Australia.Presentation
Feelings about feedback: Differing perceptions among teachers and students in a university preparation program in Australia.
Parkes, Frey, Chang, Heejin, Dowden, Tony, Getenet, Seyum, Leach, Tania, J-F and Luetz, Johannes M.. 2023. "Feelings about feedback: Differing perceptions among teachers and students in a university preparation program in Australia." Australian Association for Research in Education (AARE) 2023 Annual Conference. Melbourne, Australia 27 Nov - 01 Dec 2023 Australia.Paper
Female Sleuths and Postfeminism in Modern American Crime Shows: Bones and Castle
Helwig, Lindsay. 2023. "Female Sleuths and Postfeminism in Modern American Crime Shows: Bones and Castle." Harmes, Marcus K., Harmes, Barbara and Harmes, Meredith A. (ed.) Watching the Cops: Essays on Police and Policing in 21st Century Film and Television. United States. McFarland & Company, Inc.. pp. 181-193Edited book (chapter)
Enhancing short academic presentations through extended independent practice using VoiceThread
Chang, Heejin and Windeatt, Scott. 2023. "Enhancing short academic presentations through extended independent practice using VoiceThread." European Association for Computer-Assisted Language Learning 2023 (EuroCALL 2023) . Reykjavik, Iceland 15 - 18 Aug 2023 Iceland. European Association for Computer-Assisted Language Learning. https://doi.org/10.4995/EuroCALL2023.2023.16957Paper
The academic integrity-artificial intelligence nexus: An institutional and personal normative risk to quality of learning and teaching at higher education institutions
Padro, Fernando F., Chang, Heejin and Parkes, Frey. 2023. "The academic integrity-artificial intelligence nexus: An institutional and personal normative risk to quality of learning and teaching at higher education institutions." 26th Excellence in Services International Conference (EISIC). Paisley, Scotland 31 Aug - 01 Sep 2023 Scotland.Paper
Assessment design to support sound academic integrity practices for Pathways students
Judith, Kate, Balloo, Kieran, Chang,Heejin, Park, Sang-Soon and Padro, Fernando. 2023. "Assessment design to support sound academic integrity practices for Pathways students." A New Agenda for Pathways Education and Research Colloquium. University of Southern Queensland 26 - 26 Oct 2023Presentation
An open educational resource to teach language and culture
Chang, Heejin, Windeatt, Scott and Stockwell, Esther. 2023. "An open educational resource to teach language and culture." 40th Annual Conference of the Australasian Society for Computers in Learning in Tertiary Education (ASCILITE 2023). Christchurch, New Zealand 03 - 06 Dec 2023 New Zealand. https://doi.org/10.14742/apubs.2023.593Poster
An ensemble machine learning-based intelligent system for human activity recognition using sensory data
Abdulla, Shahab, Diykh, Mohammed, Siuly, Siuly and Ali, Mumtaz. 2023. "An ensemble machine learning-based intelligent system for human activity recognition using sensory data." Sinha, G.R., Subudhi, Bidyadhar, Fan, Chih-Peng and Nisar, Humaira (ed.) Cognitive Sensing Technologies and Applications. Institution of Engineering and Technology (IET). pp. 119-130Edited book (chapter)
Identifying License Plates in Distorted Vehicle Images: Detecting Distorted Vehicle Licence Plates Using a Novel Preprocessing Methods With Hybrid Feature Descriptors
Al-Shemarry, Meeras Salman, Li, Yan and Abdulla, Shahab. 2023. "Identifying License Plates in Distorted Vehicle Images: Detecting Distorted Vehicle Licence Plates Using a Novel Preprocessing Methods With Hybrid Feature Descriptors." IEEE Intelligent Transportation Systems Magazine. 15 (2), pp. 6-25. https://doi.org/10.1109/MITS.2022.3210226Article
New achievements on daily reference evapotranspiration forecasting: Potential assessment of multivariate signal decomposition schemes
Ali, Mumtaz, Jamei, Mehdi, Prasad, Ramendra, Karbasi, Masoud, Xiang, Yong, Cai, Borui, Abdulla, Shahab, Farooque, Aitazaz Ahsan and Labban, Abdulhaleem H.. 2023. "New achievements on daily reference evapotranspiration forecasting: Potential assessment of multivariate signal decomposition schemes." Ecological Indicators. 155. https://doi.org/10.1016/j.ecolind.2023.111030Article
Multivariate data decomposition based deep learning approach to forecast one-day ahead significant wave height for ocean energy generation
Zheng, Zihao, Ali, Mumtaz, Jamei, Mehdi, Xiang, Yong, Abdulla, Shahab, Yaseen, Zaher Mundher and Farooque, Aitazaz A.. 2023. "Multivariate data decomposition based deep learning approach to forecast one-day ahead significant wave height for ocean energy generation." Renewable and Sustainable Energy Reviews. 185. https://doi.org/10.1016/j.rser.2023.113645Article
Tools for Scaffolding the Development of L2 Speaking in English-medium Higher Education: Lessons from Poland and Australia
Pitura, Joanna and Chang, Heejin. 2023. "Tools for Scaffolding the Development of L2 Speaking in English-medium Higher Education: Lessons from Poland and Australia." Theory and Practice of Second Language Acquisition. 9 (2), pp. 1-36. https://doi.org/10.31261/TAPSLA.12816Article
Exploring the identities of pathways educators through the lens of Third Space Theory
Balloo, Kieran, Ramos, Fabiane, Crank, Russell, Crane, Daniel, Hopkins, Susan, McGovern, Mary, Parkes, Frey, Penno, Julie, Singh, Niharika, Todd, Nicholas, Wilson, Victoria, Windsor, Angela and Worsley, Sue. 2024. "Exploring the identities of pathways educators through the lens of Third Space Theory." Pedagogy Culture and Society. 32 (5), pp. 1549-1571. https://doi.org/10.1080/14681366.2023.2230986Article
Evidence-Based Trauma-informed Second Language Teaching to Adults
Wilson, Victoria. 2023. "Evidence-Based Trauma-informed Second Language Teaching to Adults." NEAS Ukraine Workshop Series. https://online.neas.org.au/courses/ukraine-workshop-series/ 18 - 18 Apr 2023 Australia.Presentation
Nothing about us without us: An investigation into trauma-informed teaching of English to speakers of other languages at universities in south-east Queensland
Wilson, Victoria. 2023. Nothing about us without us: An investigation into trauma-informed teaching of English to speakers of other languages at universities in south-east Queensland. PhD Thesis Doctor of Philosophy. University of Queensland. https://doi.org/10.14264/87822a6PhD Thesis
Development of neutrosophic cubic hesitant fuzzy exponential aggregation operators with application in environmental protection problems
Rehman, Ateeq Ur, Gulistan, Muhammad, Ali, Mumtaz, M.Al‑Shamiri, Mohammed M. and Abdulla, Shahab. 2023. "Development of neutrosophic cubic hesitant fuzzy exponential aggregation operators with application in environmental protection problems." Scientific Reports. 13, pp. 1-18. https://doi.org/10.1038/s41598-022-22399-3Article
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