46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Predicting learners' performance using MOOC clickstream
Xiao, Kui, Pan, Xueyan, Zhang, Yan, Tao, Xiaohui and Huang, Zhifang. 2023. "Predicting learners' performance using MOOC clickstream." 19th International Conference on Advanced Data Mining and Applications (ADMA'23). Shenyang, China 21 - 23 Aug 2023 Switzerland. Springer. https://doi.org/10.1007/978-3-031-46674-8_42Paper
HA-CMNet: A Driver CTR Model for Vehicle-Cargo Matching in O2O Platform
Jiang, Zilong, Zuo, Xiang, Li, Lin, Tao, Xiaohui and Wang, Dali. 2023. "HA-CMNet: A Driver CTR Model for Vehicle-Cargo Matching in O2O Platform." 19th International Conference on Advanced Data Mining and Applications (ADMA'23). Shenyang, China 21 - 23 Aug 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-46674-8_45Paper
Tree-like Interaction Learning for Bundle Recommendation
Ke, Haole, Li, Lin, Wang, Peipei, Yuan, Jingling and Tao, Xiaohui. 2023. "Tree-like Interaction Learning for Bundle Recommendation." 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'23). Rhodes Island, Greece 04 - 10 Jun 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICASSP49357.2023.10096246Paper
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_66Paper
User-Meal Interaction Learning for Meal Recommendation: A Reproducibility Study
Li, Ming, Li, Lin, Tao, Xiaohui and Zhong, Ning. 2023. "User-Meal Interaction Learning for Meal Recommendation: A Reproducibility Study." Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP '23). Beijing, China 26 - 28 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3624918.3625342Paper
Interrelated feature selection from health surveys using domain knowledge graph
Jaworsky, Markian, Tao, Xiaohui, Pan, Lei, Pokhrel, Shiva Raj, Yong, Jianming and Zhang, Ji. 2023. "Interrelated feature selection from health surveys using domain knowledge graph." Health Information Science and Systems. 11. https://doi.org/10.1007/s13755-023-00254-7Article
First 5 Forever Evaluation Overview
Woolcock, Geoff and Osborne, Caroline. 2023. First 5 Forever Evaluation Overview. Australia. State Library of Queensland.Project report
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
Deep Image Analysis for Microalgae Identification
Soar, Jeffrey, Lih, Oh Shu, Wen, Loh Hui, Ward, Aleth, Sharma, Ekta, Deo, Ravinesh C., Barua, Prabal Datta, Tan, Ru-San, Rinen, Eliezer and Acharya, Rajendra. 2023. "Deep Image Analysis for Microalgae Identification." Lecture notes in computer science. Switzerland . Springer. pp. 280-292Edited book (chapter)
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
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
Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism
Yang, Hao, Yan, Huaicheng, Li, Yan, Wen, Paul and Yang, Fuwen. 2023. "Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism." IEEE Transactions on Automatic Control. 69 (8), pp. 5109-5124. https://doi.org/10.1109/TAC.2023.3347599Article
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