Enterprise Information, Data and Analytics

TypeDepartment/Institute
Faculty/DepartmentInformation and Communication Technology Services

Latest research outputs

43 results found
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Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence
Shaik, Thanveer, Tao, Xiaohui, Xie, Haoran, Li, Lin, Yong, Jianming and Li, Yuefeng. 2024. "Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence." IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (4), pp. 2908-2918. https://doi.org/10.1109/TETCI.2024.3398024

Article

Making sense of student feedback and engagement using artificial intelligence
Dann, Christopher, Redmond, Petrea, Fanshawe, Melissa, Brown, Alice, Getenet, Seyum, Shaik, Thanveer, Tao, Xiaohui, Galligan, Linda and Li, Yan. 2024. "Making sense of student feedback and engagement using artificial intelligence." Australasian Journal of Educational Technology. 40 (3). https://doi.org/10.14742/ajet.8903

Article

FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Xie, Haoran, Cai, Taotao, Zhu, Xiaofeng and Li, Qing. 2024. "FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning ." IEEE Transactions on Knowledge and Data Engineering. 36 (10), pp. 5153-5167. https://doi.org/10.1109/TKDE.2024.3382726

Article

A survey of multimodal information fusion for smart healthcare: Mapping the journey from data to wisdom
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Xie, Haoran and Velasquez, Juan D.. 2024. "A survey of multimodal information fusion for smart healthcare: Mapping the journey from data to wisdom." Information Fusion. 102. https://doi.org/10.1016/j.inffus.2023.102040

Article

Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Higgins, Niall, Gururajan, Raj, Zhou, Xujuan and Yong, Jianming. 2024. "Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion." Pattern Recognition Letters. 177. https://doi.org/10.1016/j.patrec.2023.12.004

Article

The Impact on Employability by COVID-19 Pandemic - AI Case Studies
Bandi, Venkata Bharath, Tao, Xiaohui, Shaik, Thanveer, Yong, Jianming and Zhang, Ji. 2023. "The Impact on Employability by COVID-19 Pandemic - AI Case Studies ." 24th International Conference on Web Information Systems Engineering (WISE 2023). Melbourne, Australia 25 - 27 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-99-7254-8_66

Paper

Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning
Shaik, Thanveer Basha. 2023. Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z6096

PhD by Publication

Designing an artificial intelligence tool to understand student engagement based on teacher's behaviours and movements in video conferencing
Verma, Navdeep, Getenet, Seyum, Dann, Christopher and Shaik, Thanveer. 2023. "Designing an artificial intelligence tool to understand student engagement based on teacher's behaviours and movements in video conferencing." Computers and Education: Artificial Intelligence. 5. https://doi.org/10.1016/j.caeai.2023.100187

Article

Routing Protocol for Healthcare Applications Data Over the 6LoWPAN-based Wireless Sensor Networks
Zhang, Zhongwei, Hu, Hong and Hu, Xiaohua. 2023. "Routing Protocol for Healthcare Applications Data Over the 6LoWPAN-based Wireless Sensor Networks." Howlett, R. (ed.) 27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023). Athens, Greece 04 - 08 Sep 2023 Elsevier. https://doi.org/10.1016/j.procs.2023.10.206

Paper

Characteristics of engaging teaching videos in higher education: a systematic literature review of teachers’ behaviours and movements in video conferencing
Verma, Navdeep, Getenet, Seyum, Dann, Christopher and Shaik, Thanveer. 2023. "Characteristics of engaging teaching videos in higher education: a systematic literature review of teachers’ behaviours and movements in video conferencing." Research and Practice in Technology Enhanced Learning. 18. https://doi.org/10.58459/rptel.2023.18040

Article

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Li, Li, Gururajan, Raj, Zhou, Xujuan and Acharya, U. Rajendra. 2023. "Remote patient monitoring using artificial intelligence: Current state, applications, and challenges." WIREs Data Mining and Knowledge Discovery. 13 (2). https://doi.org/10.1002/widm.1485

Article

AI enabled RPM for Mental Health Facility
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Xie, Haoran, Gururajan, Raj and Zhou, Xujuan. 2022. "AI enabled RPM for Mental Health Facility." 1st ACM Workshop on Mobile and Wireless Sensing for Smart Healthcare (WMSSH 2022). Sydney, Australia 21 Oct 2022 New York, United States. https://doi.org/10.1145/3556551.3561191

Paper

A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis
Shaik, Thanveer, Tao, Xiaohui, Li, Yan, Dann, Christopher, McDonald, Jacquie, Redmond, Petrea and Galligan, Linda. 2022. "A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis." IEEE Access. 10, pp. 56720-56739. https://doi.org/10.1109/ACCESS.2022.3177752

Article

FedStack: Personalized Activity Monitoring using Stacked Federated Learning
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Gururajan, Raj, Li, Yuefeng, Zhou, Xujuan and Acharya, U Rajendra. 2022. "FedStack: Personalized Activity Monitoring using Stacked Federated Learning." Knowledge-Based Systems. 257, pp. 1-14. https://doi.org/10.1016/j.knosys.2022.109929

Article

Educational Decision Support System Adopting Sentiment Analysis on Student Feedback
Shaik, Thanveer, Tao, Xiaohui, Dann, Chris, Quadrelli, Carol, Li, Yan and O’Neill, Shirley. 2022. "Educational Decision Support System Adopting Sentiment Analysis on Student Feedback." 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Niagara Falls, Canada 17 - 20 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/WI-IAT55865.2022.00062

Paper

An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP
Debjit, Kumar, Islam, Md Saiful, Rahman, Md. Abadur, Pinki, Farhana Tazmim, Nath, Rajan Dev, Al-Ahmadi, Saad, Hossain, Md. Shahadat, Mumenin, Khondoker Mirazul and Awal, Md. Abdul. 2022. "An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP." Diagnostics. 12 (5). https://doi.org/10.3390/diagnostics12051023

Article

Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities
Tao, Xiaohui, Shaik, Thanveer Basha, Higgins, Niall, Gururajan, Raj and Zhou, Xujuan. 2021. "Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities." Sensors. 21 (3), pp. 1-20. https://doi.org/10.3390/s21030776

Article

Evaluating the student experience with enrolment assistance in an integrated student support service program at the University of Southern Queensland
Thangavelu, Anbarasu, Partridge, Helen, Carey, Kathy, O'Sullivan, Carmel and Lutvey, Naomi. 2019. "Evaluating the student experience with enrolment assistance in an integrated student support service program at the University of Southern Queensland." Student Success. 10 (1), pp. 99-114. https://doi.org/10.5204/ssj.v10i1.1121

Article

Records and information management framework: practical strategic sagacity
England, Kaye. 2018. "Records and information management framework: practical strategic sagacity." Informaa Quarterly. 34 (2), pp. 26-27.

Article

Records…what records? A services oriented marketing approach
England, Kaye. 2017. "Records…what records? A services oriented marketing approach." inForum Conference 2017. Brisbane, Australia 11 - 13 Sep 2017

Paper

Screen Capture software and follow-up strategies in an EDRMS deployment
England, Kaye Janelle. 2013. "Screen Capture software and follow-up strategies in an EDRMS deployment." IQ: The RIM Quarterly. 29 (4), pp. 11-14.

Article

Preparing your library for mobile devices
Callow, Mandy and England, Kaye. 2011. "Preparing your library for mobile devices ." 3rd International m-libraries Conference 2011: Mobile Technologies: Information on the Move. Brisbane, Australia 11 - 13 May 2011 Brisbane, Australia.

Paper

Exploring a cross-disciplinary research initiative with remote access laboratories: robot RAL-ly as a stimulus for consideration of engineering pathway
Maxwell, Andrew, Noble, Karen, Kist, Alexander A., Fogarty, Roderick, Gibbings, Peter and Midgley, Warren. 2011. "Exploring a cross-disciplinary research initiative with remote access laboratories: robot RAL-ly as a stimulus for consideration of engineering pathway." Al-Abdeli, Yasir M. and Lindsay, Euan (ed.) 22nd Annual Conference of the Australasian Association for Engineering Education (AAEE 2011). Fremantle, Australia 05 - 07 Dec 2011 Barton, ACT, Australia.

Paper

Engineering for primary school children: learning with robots in a remote access laboratory
Kist, Alexander A., Maxwell, Andrew, Gibbings, Peter, Fogarty, Roderick, Midgley, Warren and Noble, Karen. 2011. "Engineering for primary school children: learning with robots in a remote access laboratory." Bernardino, Jorge and Quadrado, José Carlos (ed.) 39th SEFI Annual Conference: Global Engineering Recognition, Sustainability and Mobility (SEFI 2011). Lisbon, Portugal 27 - 30 Sep 2011 Lisbon, Portugal.

Paper

G'aim'ing to be a rural teacher?: Improving pre-service teacher's learning exoeriences in an online rural and remote teacher preparation course
Heffernan, Amanda, Fogarty, Rod and Sharplin, Elaine. 2016. "G'aim'ing to be a rural teacher?: Improving pre-service teacher's learning exoeriences in an online rural and remote teacher preparation course." Australian and International Journal of Rural Education. 26 (2), pp. 49-62.

Article

G'aim'ing to be a rural teacher?: Improving pre-service teachers’ learning experiences in an online rural and remote teacher preparation course
Heffernan, Amanda, Fogarty, Roderick and Sharplin, Elaine. 2015. "G'aim'ing to be a rural teacher?: Improving pre-service teachers’ learning experiences in an online rural and remote teacher preparation course ." Annual International Australian Association for Research in Education Conference 2015 (AARE 2015). Fremantle, Australia 29 Nov - 03 Dec 2015 Australia.

Paper

An integrated approach to attracting and retaining teachers in rural and remote parts of Australia
Kelly, Nick and Fogarty, Rod. 2015. "An integrated approach to attracting and retaining teachers in rural and remote parts of Australia." Journal of Economic and Social Policy. 17 (2).

Article

Robot RAL-ly international - Promoting STEM in elementary school across international boundaries using remote access technology
Maxwell, Andrew, Fogarty, Roderick, Gibbings, Peter, Noble, Karen, Kist, Alexander A. and Midgley, Warren. 2013. "Robot RAL-ly international - Promoting STEM in elementary school across international boundaries using remote access technology." 10th International Conference on Remote Engineering and Virtual Instrumentation (REV 2013). Sydney, Australia 06 - 08 Feb 2013 Piscataway, NJ. United States. https://doi.org/10.1109/REV.2013.6502895

Paper

Where have all the students gone? Developing capacity and competence in online teaching and learning
Fogarty, Roderick J.. 2012. "Where have all the students gone? Developing capacity and competence in online teaching and learning." Danaher, Patrick Alan, De George-Walker, Linda, Henderson, Robyn, Matthews, Karl J., Midgley, Warren, Noble, Karen, Tyler, Mark A. and Arden, Catherine H. (ed.) Constructing capacities: building capabilities through learning and engagement. Newcastle upon Tyne, United Kingdom. Cambridge Scholars Publishing. pp. 124-139

Edited book (chapter)

Evaluating our research team's first three years to identify broader strategies for effective and sustainable capacity constructions
Tyler, Mark A., Turner, Michelle, Peel, Karen, Oliver, Mark E., Noble, Karen, Midgley, Warren, McLennan, Brad, McIlveen, Peter, Matthews, Karl J., Jones, Janice Kathleen, Henderson, Robyn, Fogarty, Roderick J., De George-Walker, Linda, Davies, Andrew, Danaher, Patrick Alan, Baguley, Margaret and Arden, Catherine H.. 2012. "Evaluating our research team's first three years to identify broader strategies for effective and sustainable capacity constructions." Danaher, Patrick Alan, De George-Walker, Linda, Robyn, Henderson, Matthews, Karl J., Midgley, Warren, Noble, Karen, Tyler, Mark A. and Arden, Catherine H. (ed.) Constructing capacities: building capabilities through learning and engagement. Newcastle upon Tyne, United Kingdom. Cambridge Scholars Publishing. pp. 256-275

Edited book (chapter)

Analysing approaches to constructing capacities
Arden, Catherine H., Baguley, Margaret, Danaher, Patrick Alan, Davies, Andrew, De George-Walker, Linda, Fogarty, Roderick J., Henderson, Robyn, Matthews, Karl J., Jones, Janice, McIlveen, Peter, McLennan, Brad, Midgley, Warren, Noble, Karen, Oliver, Mark E., Peel, Karen, Turner, Michelle and Tyler, Mark A.. 2012. "Analysing approaches to constructing capacities." Danaher, Patrick Alan, De George-Walker, Linda, Henderson, Robyn, Matthews, Karl J., Midgley, Warren, Noble, Karen, Tyler, Mark A. and Arden, Catherine H. (ed.) Constructing capacities: building capabilities through learning and engagement. Newcastle upon Tyne, United Kingdom. Cambridge Scholars Publishing. pp. 4-30

Edited book (chapter)

Gestures and phases: the dynamics of speech-hand communication
Treffner, Paul, Peter, Mira and Kleidon, Mark. 2008. "Gestures and phases: the dynamics of speech-hand communication ." Ecological Psychology. 20 (1), pp. 32-64. https://doi.org/10.1080/10407410701766643

Article

Accurate and robust algorithms for microarray data classification
Hu, Hong. 2008. Accurate and robust algorithms for microarray data classification. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Robustness analysis of diversified ensemble decision tree algorithms for microarray data classification
Hu, Hong, Li, Jiuyong, Wang, Hua, Daggard, Grant and Wang, Li-Zhen. 2008. "Robustness analysis of diversified ensemble decision tree algorithms for microarray data classification." ICMLC 2008: 7th International Conference on Machine Learning and Cybernetics. Kunming, China 12 - 15 Jul 2008 United States. https://doi.org/10.1109/ICMLC.2008.4620389

Paper

Combined gene selection methods for microarray data analysis
Hu, Hong, Li, Jiuyong, Wang, Hua and Daggard, Grant. 2006. "Combined gene selection methods for microarray data analysis." Gabrys, Bogdan, Howlett, Robert J. and Jain, Lakhmi C. (ed.) 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2006). Bournemouth, United Kingdom 09 - 11 Oct 2006 Germany. Springer. https://doi.org/10.1007/11892960_117

Paper

The role of fatigue, safety climate, and emotional intelligence in shaping safety behaviours in aviation maintenance
Kleidon, Mark William. 2010. The role of fatigue, safety climate, and emotional intelligence in shaping safety behaviours in aviation maintenance. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

A robust ensemble classification method analysis
Zhang, Zhongwei, Li, Jiuyong, Hu, Hong and Zhou, Hong. 2010. "A robust ensemble classification method analysis." Arabnia, Hamid R. (ed.) Advances in computational biology. New York, NY. United States. Springer. pp. 149-155

Edited book (chapter)

On the effectiveness of gene selection for microarray classification methods
Zhang, Zhongwei, Li, Jiuyong, Hu, Hong and Zhou, Hong. 2010. "On the effectiveness of gene selection for microarray classification methods." Nguyen, Ngoc Thanh, Le, Manh Thanh and Swiatek, Jerzy (ed.) 2nd Asian Conference on Intelligent Information and Database Systems (ACIIDS 2010). Hue City, Vietnam 24 - 26 Mar 2010 Heidelberg, Germany. https://doi.org/10.1007/978-3-642-12101-2_31

Paper

The road less travelled: leadership and engagement of learners in a collaborative learning environment
England, Kaye. 2009. "The road less travelled: leadership and engagement of learners in a collaborative learning environment." ALIA 2009 National Library and Information Technicians Conference . Adelaide, Australia 15 - 18 Sep 2009 Canberra, Australia.

Paper

Using association rules to make rule-based classifiers robust
Hu, Hong and Li, Jiuyong. 2005. "Using association rules to make rule-based classifiers robust." Williams, Hugh E. and Dobbie, Gillian (ed.) ADC 2005: 16th Australasian Database Conference. Newcastle, Australia 31 Jan - 03 Feb 2005 Sydney, Australia.

Paper

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