46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Contribution of Geometric Feature Analysis for Deep Learning Classification Algorithms of Urban LiDAR Data
Tarsha Kurdi, Fayez, Amakhchan, Wijdan, Gharineiat, Zahra, Boulaassal, Hakim and Kharki, Omar El. 2023. "Contribution of Geometric Feature Analysis for Deep Learning Classification Algorithms of Urban LiDAR Data." Sensors. 23 (17). https://doi.org/10.3390/s23177360Article
Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features
Tao, Xiaohui, Shannon-Honson, Aaron, Delaney, Patrick, Dann, Christopher, Xie, Haoran, Li, Yan and O'Neill, Shirley. 2023. "Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features." Computers and Education: Artificial Intelligence. 4. https://doi.org/10.1016/j.caeai.2022.100116Article
A review of multi-factor authentication in the Internet of Healthcare Things
Suleski, Tance, Ahmed, Mohiuddin, Yang, Wencheng and Wang, Eugene. 2023. "A review of multi-factor authentication in the Internet of Healthcare Things." Digital Health. 9, pp. 1-20. https://doi.org/10.1177/20552076231177144Article
Exploring deep residual network based features for automatic schizophrenia detection from EEG
Siuly, Siuly, Guo, Yanhui, Alcin, Omer Faruk, Li, Yan, Wen, Peng and Wang, Hua. 2023. "Exploring deep residual network based features for automatic schizophrenia detection from EEG." Physical and Engineering Sciences in Medicine. 46 (2), pp. 561-574. https://doi.org/10.1007/s13246-023-01225-8Article
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Siriwardhana, Shamane, Weerasekera, Rivindu, Wen, Elliott, Kaluarachchi, Tharindu, Rana, Rajib and Nanayakkara, Suranga. 2023. "Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering." Transactions of the Association for Computational Linguistics. 11, pp. 1-17. https://doi.org/10.1162/tacl_a_00530Article
Efficient novel network and index for alcoholism detection from EEGs
Sadiq, Muhammad Tariq, Siuly, Siuly, Almogren, Ahmad, Li, Yan and Wen, Paul. 2023. "Efficient novel network and index for alcoholism detection from EEGs." Health Information Science and Systems. 11 (1). https://doi.org/10.1007/s13755-023-00227-wArticle
Software engineering for internet of underwater things to analyze oceanic data
Razzaq, Abdul, Ahmad, Aakash, Malik, Asad Waqar, Fahmideh, Mahdi and Ramadan, Rabie A.. 2023. "Software engineering for internet of underwater things to analyze oceanic data." Internet of Things. 24. https://doi.org/10.1016/j.iot.2023.100893Article
Artificial intelligence as a boundary-crossing object for employee engagement and performance
Prentice, Catherine, Wong, IpKin Anthony and Lin, Zhiwei. 2023. "Artificial intelligence as a boundary-crossing object for employee engagement and performance." Journal of Retailing and Consumer Services. 73. https://doi.org/10.1016/j.jretconser.2023.103376Article
Engaging with intelligent voice assistants for wellbeing and brand attachment
Prentice, Catherine, Loureiro, Sandra Maria Correia and Guerreiro, João. 2023. "Engaging with intelligent voice assistants for wellbeing and brand attachment." Journal of Brand Management. 30 (5), pp. 449-460. https://doi.org/10.1057/s41262-023-00321-0Article
Improving EEG major depression disorder classification using FBSE coupled with domain adaptation method based machine learning algorithms
Mohammed, Hadeer and Diykh, Mohammed. 2023. "Improving EEG major depression disorder classification using FBSE coupled with domain adaptation method based machine learning algorithms." Biomedical Signal Processing and Control. 85. https://doi.org/10.1016/j.bspc.2023.104923Article
TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence
Lu, Dong, Zhai, Yanlong, Shen, Jun, Fahmideh, Mahdi, Wu, Jianqing, Tchaye-Kondi, Jude and Zhu, Liehuang. 2023. "TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence." IEEE Transactions on Services Computing. 16 (3), pp. 2254-2266.Article
High-Order Correlation-Guided Slide-Level Histology Retrieval with Self-Supervised Hashing
Li, Shengrui, Zhao, Yining, Zhang, Jun, Yu, Ting, Zhang, Ji and Gao, Yue. 2023. "High-Order Correlation-Guided Slide-Level Histology Retrieval with Self-Supervised Hashing." IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (9), pp. 11008-11023. https://doi.org/10.1109/TPAMI.2023.3269810Article
Class-Level Logit Perturbation
Li, Mengyang, Su, Fengguang, Wu, Ou and Zhang, Ji. 2023. "Class-Level Logit Perturbation." IEEE Transactions on Neural Networks and Learning Systems. https://doi.org/10.1109/TNNLS.2023.3273355Article
Dual-interactive fusion for code-mixed deep representation learning in tag recommendation
Li, Lin, Wang, Peipei, Zheng, Xinhao, Xie, Qing, Tao, Xiaohui and Velasquez, Juan D.. 2023. "Dual-interactive fusion for code-mixed deep representation learning in tag recommendation." Information Fusion. 99. https://doi.org/10.1016/j.inffus.2023.101862Article
Software architecture for quantum computing systems — A systematic review
Khan, Arif, Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Mikkonen, Tommi and Abrahamsson, Pekka. 2023. "Software architecture for quantum computing systems — A systematic review." Journal of Systems and Software. 201. https://doi.org/10.1016/j.jss.2023.111682Article
A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods
Khajehali, Naghmeh, Yan, Jun, Chow, Yang-Wai and Fahmideh, Mahdi. 2023. "A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods." Sensors. 23 (16). https://doi.org/10.3390/s23167235Article
3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning
Ji, Xiaopeng, Li, Yan and Wen, Peng. 2023. "3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, pp. 3513-3523. https://doi.org/10.1109/TNSRE.2023.3309542Article
A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images
Inamdar, Mahesh Anil, Raghavendra, U., Gudigar, Anjan, Bhandary, Sarvesh, Salvi, Massimo, Deo, Ravinesh C., Barua, Prabal Datta, Ciaccio, Edward J., Molinari, Filippo and Acharya, RU. Rajendra. 2023. "A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images." IEEE Access. 11, pp. 108982-108994. https://doi.org/10.1109/ACCESS.2023.3321273Article
Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review
Hossain, Elias, Rana, Rajib, Higgins, Niall, Soar, Jeffrey, Barua, Prabal Datta, Pisani, Anthony R. and Turner, Kathryn. 2023. "Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review." Computers in Biology and Medicine. 155. https://doi.org/10.1016/j.compbiomed.2023.106649Article
Towards Cross-Lingual Multi-Modal Misinformation Detection for E-Commerce Management
He, Yifan, Li, Zhao, Li, Zhenpeng, Zhou, Shuigeng, Yu, Ting and Zhang, Ji. 2023. "Towards Cross-Lingual Multi-Modal Misinformation Detection for E-Commerce Management." IEEE Transactions on Network and Service Management. 20 (2), pp. 1040-1050. https://doi.org/10.1109/TNSM.2023.3234114Article
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2023. "Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms." Health Information Science and Systems. 11 (1), pp. 1-14. https://doi.org/10.1007/s13755-023-00232-zArticle
Indigenous systems knowledge applied to protocols for governance and inquiry
Fletcher, Gabrielle, Waters, Joshua, Yunkaporta, Tyson, Marshall, Chels, Davis, John and Bancroft, Jack Manning. 2023. "Indigenous systems knowledge applied to protocols for governance and inquiry." Systems Research and Behavioral Science. 40 (4), pp. 757-760. https://doi.org/10.1002/sres.2932Article
Token-Based Biometric Enhanced Key Derivation for Authentication Over Wireless Networks
Cui, Hui, Yang, Xuechao, Yang, Wencheng, Qin, Baodong and Yi, Xun. 2023. "Token-Based Biometric Enhanced Key Derivation for Authentication Over Wireless Networks." IEEE Transactions on Network Science and Engineering. 10 (4), pp. 2347-2357. https://doi.org/10.1109/TNSE.2023.3246439Contribution to Journal
Users' Experiences in a Regional Academic Library Makerspace
Bell, Emilia C., Piper, Stephanie and O'Sullivan, Carmel. 2023. "Users' Experiences in a Regional Academic Library Makerspace." Journal of the Australian Library and Information Association. 72 (2), pp. 135-149. https://doi.org/10.1080/24750158.2023.2202512Article
Redefining procurement paradigms: A critical review of buyer-supplier dynamics in the global petroleum and natural gas industry
Alhammadi, Ali, Soar, Jeffrey, Yusaf, Talal, Ali, Bashar Mahmood and Kadirgama, Kumaran. 2023. "Redefining procurement paradigms: A critical review of buyer-supplier dynamics in the global petroleum and natural gas industry." The Extractive Industries and Society. 16. https://doi.org/10.1016/j.exis.2023.101351Article
Comparison of CNN-based deep learning architectures for rice diseases classification
Ahad, Md Taimur, Li, Yan, Song, Bo and Bhuiyan, Touhid. 2023. "Comparison of CNN-based deep learning architectures for rice diseases classification." Artificial Intelligence in Agriculture. 9, pp. 22-35. https://doi.org/10.1016/j.aiia.2023.07.001Article
Towards Human-Bot Collaborative Software Architecting with ChatGPT
Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Aktar, Mst Shamima and Mikkonen, Tommi. 2023. "Towards Human-Bot Collaborative Software Architecting with ChatGPT." 27th International Conference on Evaluation and Assessment in Software Engineering (EASE 2023). Oulu, Finland 14 - 16 Jun 2023 United States. https://doi.org/10.1145/3593434.3593468Paper
A drought monitor for Australia
Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Cobon, David and Stone, Roger. 2023. "A drought monitor for Australia." Environmental Modelling and Software. 170. https://doi.org/10.1016/j.envsoft.2023.105852Article
Evaporation and soil moisture prediction with artificial intelligence and deep learning methods
Jayasinghe Mudiyanselage, W.J.M. Lakmini Prarthana. 2023. Evaporation and soil moisture prediction with artificial intelligence and deep learning methods. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z1zw4PhD by Publication
Emergent Systems: Virtuality, Legality, Formality
Hourigan, Daniel. 2023. "Emergent Systems: Virtuality, Legality, Formality ." Mitchell, Daniel, Pearson, Ashley and Peters, Timothy D. (ed.) Law, Video Games, Virtual Realities: Playing Law. United Kingdom. Routledge. pp. 95-110Edited book (chapter)
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
Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network." Computers in Biology and Medicine. 160. https://doi.org/10.1016/j.compbiomed.2023.107022Article
Information and communications technology (ICT) project investments: A work-based research study investigating developing ICT Core Competence and Competitive Advantage in the Malaysian Manufacturing Sector
Loh, Kok Hong. 2023. Information and communications technology (ICT) project investments: A work-based research study investigating developing ICT Core Competence and Competitive Advantage in the Malaysian Manufacturing Sector. Doctorate other than PhD Doctor of Professional Studies. University of Southern Queensland. https://doi.org/10.26192/z1v0vDoctorate other than PhD
Managing Operational Information and Intelligence using knowledge management principles: A work based study at Queensland Police Service
White, Craig. 2023. Managing Operational Information and Intelligence using knowledge management principles: A work based study at Queensland Police Service. Doctorate other than PhD Doctor of Professional Studies. University of Southern Queensland. https://doi.org/10.26192/z1qz5Doctorate other than PhD
Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables." Energy and AI. 14. https://doi.org/10.1016/j.egyai.2023.100302Article
Prediction of Water Quality in Reservoirs: A Comparative Assessment of Machine Learning and Deep Learning Approaches in the Case of Toowoomba, Queensland, Australia
Farzana, Syeda Zehan, Paudyal, Dev Raj, Chadalavada, Sreeni and Alam, Md Jahangir. 2023. "Prediction of Water Quality in Reservoirs: A Comparative Assessment of Machine Learning and Deep Learning Approaches in the Case of Toowoomba, Queensland, Australia." Geosciences. 13 (293). https://doi.org/10.3390/geosciences13100293Article
Mental stress recognition on the fly using neuroplasticity spiking neural networks
Weerasinghe, Mahima Milinda Alwis, Wang, Grace, Whalley, Jacqueline and Crook-Rumsey, Mark. 2023. "Mental stress recognition on the fly using neuroplasticity spiking neural networks." Scientific Reports. 13. https://doi.org/10.1038/s41598-023-34517-wArticle
A novel epileptic seizure prediction method based on synchroextracting transform and 1-dimensional convolutional neural network
Ra, Jee Sook, Li, Tianning and Li, Yan. 2023. "A novel epileptic seizure prediction method based on synchroextracting transform and 1-dimensional convolutional neural network." Computer Methods and Programs in Biomedicine. 240. https://doi.org/https://doi.org/10.1016/j.cmpb.2023.107678Article
Artificial Intelligence in the Interpretation of Videofluoroscopic Swallow Studies: Implications and Advances for Speech–Language Pathologists
Girardi, Anna M., Cardell, Elizabeth A. and Bird, Stephen P.. 2023. "Artificial Intelligence in the Interpretation of Videofluoroscopic Swallow Studies: Implications and Advances for Speech–Language Pathologists ." Big Data and Cognitive Computing. 7 (4). https://doi.org/10.3390/bdcc7040178Article
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/https://doi.org/10.1016/j.rser.2023.113645Article