46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Deep learning based sleep stage classification studies
Pei, Wei. 2023. Deep learning based sleep stage classification studies. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z7y01PhD by Publication
Non-invasive and non-contact automatic jaundice detection of infants based on random forest
Khanam, Fatema-Tuz-Zohra, Al-Naj, Ali, Perera, Asanka G., Wang, Danyi and Chahl, Javaan. 2023. "Non-invasive and non-contact automatic jaundice detection of infants based on random forest." Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 11 (6), pp. 2516-2529. https://doi.org/10.1080/21681163.2023.2244601Article
Integrating meta cybernetics and viable system model for redesigning complex systems and managing emergent behaviour
Seizovic, Aleksandar. 2023. Integrating meta cybernetics and viable system model for redesigning complex systems and managing emergent behaviour. PhD by Publication Doctor of Professional Engineering. University of Southern Queensland. https://doi.org/10.26192/z671wPhD by Publication
Artificial intelligence informed simulation of dissolved Inorganic Nitrogen from ungauged catchments to the Great Barrier Reef
O’Sullivan, Cherie. 2023. Artificial intelligence informed simulation of dissolved Inorganic Nitrogen from ungauged catchments to the Great Barrier Reef. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z6206PhD by Publication
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/z6096PhD by Publication
Top-k socio-spatial co-engaged location selection for social users
Hasan Haldar, Nur Al, Li, Jianxin, Ali, Mohammed Eunus, Cai, Taotao, Chen, Yunliang, Sellis, Timos and Reynolds, Mark. 2023. "Top-k socio-spatial co-engaged location selection for social users." IEEE Transactions on Knowledge and Data Engineering. 35 (5), pp. 5325-5340. https://doi.org/10.1109/TKDE.2022.3151095Article
Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database
Cui, Ningning, Qian, Kang, Cai, Taotao, Li, Jianxin, Yang, Xiaochun, Cui, Jie and Zhong, Hong. 2023. "Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database." IEEE Transactions on Knowledge and Data Engineering. 35 (9), pp. 9333-9349. https://doi.org/10.1109/TKDE.2023.3237879Article
Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks
Cai, Taotao, Yang, Shuiqiao, Li, Jianxin, Sheng, Quan Z., Yang, Jian, Wang, Xin, Zhang, Wei Emma and Gao, Longxiang. 2023. "Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks." IEEE Transactions on Knowledge and Data Engineering. 35 (7), pp. 7030-7044. https://doi.org/10.1109/TKDE.2022.3199494Article
Test record 2023
Callow, M.. 2023. Test record 2023.Authored book
Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks
Zhang, Yang, Wang, Zhen, Yu, Ting, Lu, Mingming, Ren, Zujie and Zhang, Ji. 2023. "Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020547Paper
IDGMS: a One-Stop Graph Mining System for Infectious Diseases
Xu, Zenghui, Yu, Ting, Hong, Xingyun, Li, Mingzhang, Zhang, Yang, Ren, Zujie and Zhang, Ji. 2023. "IDGMS: a One-Stop Graph Mining System for Infectious Diseases." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020537Paper
Formulating Interference-aware Data Delivery Strategies in Edge Storage Systems
Xia, Xiaoyu, Chen, Feifei, He, Qiang, Cui, Guangming, Grundy, John, Abdelrazek, Mohamed and Dong, Fang. 2023. "Formulating Interference-aware Data Delivery Strategies in Edge Storage Systems." 51st International Conference on Parallel Processing (ICPP '22). Bordeaux, France 29 Aug - 01 Sep 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3545008.3545078Paper
Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction
Wang, Zhen, Cooley, Madison, Zhang, Yang, Lan, Chao and Zhang, Ji. 2023. "Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020166Paper
Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals
Lafta, Raid, Alshaheen, Hisham, Wang, Biao, Tao, Xiaohui, Li, Lingling, Zhang, Kexin and Zhang, Ji. 2023. "Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020818Paper
The Threat of Distributed Denial-of-Service Attack for User Equipment in 5G Networks
Khan, Danish, Zhou, Xujuan and Yong, Jianming. 2023. "The Threat of Distributed Denial-of-Service Attack for User Equipment in 5G Networks." 2022 Tenth International Conference on Advanced Cloud and Big Data (CBD). Guilin, China 04 - 05 Nov 2022 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CBD58033.2022.00050Paper
A Parallel Framework for Streaming Graphs Computing
Jiang, Ting, Yu, Ting, Hong, Zexian, Ren, Zujie and Zhang, Ji. 2023. "A Parallel Framework for Streaming Graphs Computing." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020995Paper
Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint
Gan, Yuquan, Liu, Wenqiang, Liu, Ying, He, Jinglu and Zhang, Ji. 2023. "Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint." 2022 5th International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2022). Xiamen China 23 - 25 Sep 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3573942.3574108Paper
A Generative Adversarial Active Learning Method for Effective Outlier Detection
Bah, Mohamed Jaward, Zhang, Ji, Yu, Ting, Xia, Feng, Li, Zhao, Zhou, Shuigeng and Wang, Hongzhi. 2023. "A Generative Adversarial Active Learning Method for Effective Outlier Detection." 34th International Conference on Tools with Artificial Intelligence (ICTAI 2022). Macao, China 31 Oct - 02 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICTAI56018.2022.00027Paper
Decentralized Blockchain Network
Abduljabbar, Tamara Abdulmunim, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2023. "Decentralized Blockchain Network." 2022 Tenth International Conference on Advanced Cloud and Big Data (CBD). Guilin, China 04 - 05 Nov 2022 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CBD58033.2022.00049Paper
Maintenance check flight accidents (a new approach to air safety investigations)
Nagy, Zsolt Jay. 2023. Maintenance check flight accidents (a new approach to air safety investigations). PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z58x7PhD Thesis
Privacy in the age of remote sensing during natural disasters in Australia and Indonesia
Lawal, Temitope, Jackson, Melanie and Georgiades, Eugenia. 2023. "Privacy in the age of remote sensing during natural disasters in Australia and Indonesia." Digital Law Journal. 4 (2), pp. 15-39. https://doi.org/10.38044/2686-9136-2023-4-2-15-39Article
Privacy Risks and Legal Jurisprudence in the Emerging Metaverse: Evaluating the Use of Digital Avatar Personas for Governance and Data Privacy Law Reform
Georgiades, Eugenia, Birt, James R. and Svantesson, Dan Jerker B. 2023. Privacy Risks and Legal Jurisprudence in the Emerging Metaverse: Evaluating the Use of Digital Avatar Personas for Governance and Data Privacy Law Reform. Australia. Bond University.Project report
Selection of Cloud Service Providers: A Fuzzy-set Qualitative Comparative Analysis Approach
Hossain, Mohammad Alamgir, Sabani, Alvedi, Lokuge, Sachithra, Boo, Yee Ling and Kaisar, Shahriar. 2023. "Selection of Cloud Service Providers: A Fuzzy-set Qualitative Comparative Analysis Approach." IFIP WG 8.6 International Working Conference on Transfer and Diffusion of IT (TDIT 2023). Nagpur, India 15 - 16 Dec 2023 Switzerland. Springer. https://doi.org/10.1007/978-3-031-50204-0_35Paper
A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices
Collins, Brian, Attard, Steve, Banhalmi-Zakar, Zsuzsa and Everingham, Yvette. 2023. "A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices." Computers and Electronics in Agriculture. 215. https://doi.org/10.1016/j.compag.2023.108380Article
Cybersecurity Defence of Synchrophasors in Distribution Systems: A Deep Learning Approach
Zhang, Ge, Cui, Yi, Zhang, Ruiyuan and Bai, Feifei. 2023. "Cybersecurity Defence of Synchrophasors in Distribution Systems: A Deep Learning Approach." 2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG). Wollongong, Australia 03 - 06 Dec 2023 Australia. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ETFG55873.2023.10407305Paper
Data privacy and system security on cloud computing architechture for banking and financial services industry
Mahalle, Abhishek. 2023. Data privacy and system security on cloud computing architechture for banking and financial services industry. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z4z0xPhD Thesis
Multi-Method Approaches for Sleep EEG Analysis And Sleep Stage Classification
Zapata, Ignacio Alonso. 2023. Multi-Method Approaches for Sleep EEG Analysis And Sleep Stage Classification. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z4yq2PhD by Publication
Deep learning based sleep stage classification
Ji, Xiaopeng. 2023. Deep learning based sleep stage classification. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z4y9qPhD by Publication
VPFL: A verifiable privacy-preserving federated learning scheme for edge computing systems
Zhang, Jiale, Liu, Yue, Wu, Di, Lou, Shuai, Chen, Bing and Yu, Shui. 2023. "VPFL: A verifiable privacy-preserving federated learning scheme for edge computing systems." Digital Communications and Networks. 9 (4), pp. 981-989. https://doi.org/10.1016/j.dcan.2022.05.010Article
If we don't take that who will: an ethnographic exploration of a local studies collection in an Australian public library
Forsyth, Ellen. 2023. If we don't take that who will: an ethnographic exploration of a local studies collection in an Australian public library. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z3v6zPhD Thesis
Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches
Prasad, Salvin Sanjesh. 2023. Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z3qq0PhD by Publication
Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media
Gopalakrishnan, Abinaya, Gururajan, Raj, Venkataraman, Revathi, Zhou, Xujuan, Chan, Ka Chan, Saravanan, Arul and Sen, Maitrayee. 2023. "Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media." Brain Informatics. 10. https://doi.org/10.1186/s40708-023-00206-7Article
A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima
Hakemi, Shahin, Houshmand, Mahboobeh, Hosseini, Seyyed Abed and Zhou, Xujuan. 2023. "A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima." Axioms. 12 (10). https://doi.org/10.3390/axioms12100978Article
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.. 2023. "Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks." Renewable Energy. 221. https://doi.org/https://doi.org/10.1016/j.renene.2023.119773Article
Artificial Intelligence: what is it and what does it mean for cotton?
McCarthy, Alison. 2023. "Artificial Intelligence: what is it and what does it mean for cotton?" 2023 Australian Cotton Research Conference. Toowoomba 05 - 07 Sep 2023 Australia.Keynote
Variable-rate irrigation: hardware and software tools for improved infield irrigation
McCarthy, Alison and Foley, Joseph. 2023. "Variable-rate irrigation: hardware and software tools for improved infield irrigation." GRDC Grains Research Update: Irrigation efficiency. 30 - 30 May 2023 Australia.Presentation
Research and industry engagement for Ag tech development
McCarthy, Alison. 2023. "Research and industry engagement for Ag tech development." Scenic Rim Agricultural Workshop. Aratula 22 - 22 Mar 2023 Australia.Presentation
Modelling of shoreline changes of coral reef islands using satellite observations and cloud computing
Akram, Hassan, Zhang, Zhenyu and Liu, Xiaoye. 2023. "Modelling of shoreline changes of coral reef islands using satellite observations and cloud computing." 2023 Asian Conference on Remote Sensing (ACRS2023). Taipei, Taiwan 30 Oct - 03 Nov 2023 Taiwan.Poster
Machine learning for estimation of tree inventory parameters using terrestrial laser scanning, photogrammetry and UAV data
Kuznetsov, Igor, Zhang, Zhenyu, Liu, Xiaoye and Subedi, Nab Raj. 2023. "Machine learning for estimation of tree inventory parameters using terrestrial laser scanning, photogrammetry and UAV data ." 2023 Asian Conference on Remote Sensing (ACRS2023). Taipei, Taiwan 30 Oct - 03 Nov 2023 Taiwan.Poster
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions
Tao, Hai, Abba, Sani I., Al-Areeq, Ahmed M., Tangang, Fredolin, Samantaray, Sandeep, Sahoo, Abinash, Siqueira, Hugo Valadares, Maroufpoor, Saman, Demir, Vahdettin, Bokde, Neeraj Dhanraj, Goliatt, Leonardo, Jamei, Mehdi, Ahmadianfar, Iman, Bhagat, Suraj Kumar, Halder, Bijay, Guo, Tianli, Helman, Daniel S., Ali, Mumtaz, Sattar, Sabaa, ..., Yaseen, Zaher Mundher. 2023. "Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions ." Engineering Applications of Artificial Intelligence. 129. https://doi.org/10.1016/j.engappai.2023.107559Article