46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
Ghimire, Sujan, AL-Musaylh, Mohanad S., Nguyen-Huy, Thong, Deo, Ravinesh C., Acharya, Rajendra, Casillas-Perez, David, Yaseen, Zaher Mundher and Salcedo-sanz, Sancho. 2025. "Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts." Applied Energy. 378 (Part A). https://doi.org/10.1016/j.apenergy.2024.124763Article
Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers
Islam, Rafiul, Ahad, Md. Taimur, Ahmed, Faruk, Song, Bo and Li, Yan. 2024. "Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers." Journal of Voice. https://doi.org/10.1016/j.jvoice.2024.10.010Article
An Exhilarating Evolution
Hargreaves, Wendy. 2024. "An Exhilarating Evolution." Barber, Ash, Fatayer, Mais, McLennan, Rani, Luetchford, Alice, McQuillen, Sarah and Williamson, Angie (ed.) Open Education Down UndOER: Australasian Case Studies. Australia. Australasian Society for Computers in Learning in Tertiary Education (ASCILITE). pp. 63-70Edited book (chapter)
Orchestrating Digital Technologies with Incumbent Enterprise Systems for Attaining Innovation
Lokuge, S., Sedera, D., Grover, V. and Sarker, S.. 2024. "Orchestrating Digital Technologies with Incumbent Enterprise Systems for Attaining Innovation." Information and Management. 62 (1), p. 104066. https://doi.org/10.1016/j.im.2024.104066Article
An Explainable Predictive Approach for Investigation of Greenhouse Gas Emissions in Maritime Canada's Potato Agriculture
Jamei, M., Yaqoob, N., Farooque, A., Ali, M., Malik, A., Esau, T.J. and Hu, Y.. 2024. "An Explainable Predictive Approach for Investigation of Greenhouse Gas Emissions in Maritime Canada's Potato Agriculture." Smart Agricultural Technology . https://doi.org/https://doi.org/10.1016/j.atech.2024.100709Article
A designed predictive modelling strategy based on data decomposition and machine learning to forecast solar radiation
Ali, Mumtaz, Prasad, Ramendra, Alamery, Salman and Farooque, Aitazaz Ahsan. 2024. "A designed predictive modelling strategy based on data decomposition and machine learning to forecast solar radiation." Results in Engineering. 24. https://doi.org/10.1016/j.rineng.2024.103607Article
From Customer Intimacy to Digital Customer Intimacy
Liu, Qianhua, Chan, Ka-Ching and Chimhundu, Ranga. 2024. "From Customer Intimacy to Digital Customer Intimacy." Journal of Theoretical and Applied Electronic Commerce Research. 19 (4), pp. 3386-3411. https://doi.org/10.3390/jtaer19040164Article
Cutting through the hype: artificial intelligence for clinical decision support in psychiatry
Squires, Matthew. 2024. Cutting through the hype: artificial intelligence for clinical decision support in psychiatry. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqv3yPhD by Publication
Keeping users experiencing a suicidal crisis safe online: Current text-based practices of professional online mental health forum moderators
Perry, Amanda, Christensen, Steven, Lamont-Mills, Andrea and du Plessis, Carol. 2024. "Keeping users experiencing a suicidal crisis safe online: Current text-based practices of professional online mental health forum moderators." Cyberpsychology. 18 (5). https://doi.org/10.5817/CP2024-5-7Article
Aerodynamic Measurements of Hypersonic Free-Flight via Optical Tracking and Bayesian State Estimation
Lock, Andrew, Hack, Flynn, Jahn, Ingo, Armstrong, Gerard, Birch, Byrenn and Buttsworth, David. 2024. "Aerodynamic Measurements of Hypersonic Free-Flight via Optical Tracking and Bayesian State Estimation." AIAA Journal: devoted to aerospace research and development. https://doi.org/10.2514/1.J064061Article
Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features
Li, Tianning, Huang, Yi, Wen, Paul and Li, Yan. 2024. "Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00241-yArticle
Applying Trauma-informed Pedagogy in Open Educational Resources
Krishnamoorthy, Govind. 2024. "Applying Trauma-informed Pedagogy in Open Educational Resources." Stagg, A. and Morales, M. (ed.) Open Education Global Conference 2024. Brisbane, Queensland, Australia 13 - 15 Nov 2024 Australia.Presentation
High Security and Privacy Protection Model for STI/HIV Risk Prediction
Tang, Zhaohui, Nguyen, Thi Phuoc Van, Yang, Wencheng, Xia, Xiaoyu, Chen, Huaming, Mullens, Amy B., Dean, Judith A., Osborne, Sonya and Li, Yan. 2024. "High Security and Privacy Protection Model for STI/HIV Risk Prediction." Digital Health. 10, pp. 1-14. https://doi.org/DOI:10.1177/20552076241298425Article
EventsVista: Enhancing Event Visualization and Interpretation
Farhat, Mohamad Khalil, Zhang, Ji, Tao, Xiaohui, Li, Tianning and Yu, T.. 2024. "EventsVista: Enhancing Event Visualization and Interpretation." 2023 10th International Conference on Behavioural and Social Computing (BESC). Larnaca, Cyprus 30 Oct - 01 Nov 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC59560.2023.10386648Paper
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Raj, Nawin, Ghimire, Sujan, Yaseen, Zaher Mundher, Nguyen-Huy, Thong and Ghahramani, Afshin. 2024. "Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model." Water. 16 (21), p. 3133. https://doi.org/10.3390/w16213133Article
Marketing agility during deep uncertainty using a sensemaking perspective: the performance influence of digitization and government intervention in retail healthcare
Eckstein, Gary, Shrestha, Anup and Russo, Fiona. 2024. "Marketing agility during deep uncertainty using a sensemaking perspective: the performance influence of digitization and government intervention in retail healthcare." Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-07-2024-0991Article
Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication
Davey, Christopher P. 2024. Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zq1z6PhD by Publication
Monitoring of Greenhouse Gas Emission Drivers in Atlantic Canadian Potato Production: A Robust Explainable Intelligent Glass-Box
Jamei, Mehdi, Hassan, Muhammad, Farooque, Aitazaz A., Ali, Mumtaz, Karbasi, Masoud, Randhawa, Gurjit, Yaseen, Zaher Mundher and Dwyer, Ross. 2024. "Monitoring of Greenhouse Gas Emission Drivers in Atlantic Canadian Potato Production: A Robust Explainable Intelligent Glass-Box." Results in Engineering. 24. https://doi.org/10.1016/j.rineng.2024.103297Article
Innovative Multi-Temporal Evapotranspiration Forecasting Using Empirical Fourier Decomposition and Bidirectional Long Short-Term Memory
Karbasi, Masoud, Ali, Mumtaz, Randhawa, Gurjit S., Jamei, Mehdi, Malik, Anurag, Hussain, Syed Hamid Hussain, Bos, Melanie, Zaman, Qamar and Farooque, Aitazaz Ahsan. 2024. "Innovative Multi-Temporal Evapotranspiration Forecasting Using Empirical Fourier Decomposition and Bidirectional Long Short-Term Memory." Smart Agricultural Technology . 9. https://doi.org/10.1016/j.atech.2024.100619Article
Chalk and Cheese: How Negative and Positive Star-Ratings Influence Service Provider Behavior?
Sedera, Darshana D. and Lokuge, Sachithra. 2024. "Chalk and Cheese: How Negative and Positive Star-Ratings Influence Service Provider Behavior?" 45th International Conference on Information Systems (ICIS 2024). Bangkok, Thailand 15 - 18 Dec 2024 Australia.Paper
A configurational approach to CSP selection and rejection
Hossain, Mohammad Alamgir, Sabani, Alvedi, Lokuge, Sachithra, Boo, Yee Ling, Kaisar, Shahriar and Menon, Preetha. 2024. "A configurational approach to CSP selection and rejection." Journal of Computer Information Systems. https://doi.org/10.1080/08874417.2024.2386532Article
Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices
Ahmed, A.A. Masrur, Akther, Shahida, Nguyen-Huy, Thong, Raj, Nawin, Jui (Student), S Janifer and S.Z., Farzana. 2024. "Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices." Journal of Hydro-Environment Research. 57, pp. 12-26. https://doi.org/10.1016/j.jher.2024.09.001Article
Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment
Haque, Umme Marzia. 2024. Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9yv2PhD by Publication
An Enhanced Conventional Neural Network Schema for Structural Class-based Software Fault Prediction
Nabi, Faisal, Zhou, Xujuan and Gururajan, Raj. 2024. "An Enhanced Conventional Neural Network Schema for Structural Class-based Software Fault Prediction ." Journal of Cyber Security Technology . https://doi.org/10.1080/23742917.2024.2402014Article
PollenNet: A Novel Deep Learning Architecture for High Precision Pollen Grain Classification through Deep Learning and Explainable AI
Shamrat, F M Javed Mehedi, Idris, Mohd Yamani Idna, Zhou, Xujuan, Khalid, Majdi, Sharmin, Sharmin, Sharmin, Zeseya, Ahmed, Kawsar and Moni, Mohammad Ali. 2024. "PollenNet: A Novel Deep Learning Architecture for High Precision Pollen Grain Classification through Deep Learning and Explainable AI ." Heliyon. 10 (19). https://doi.org/10.1016/j.heliyon.2024.e38596Article
Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques
Sutradha, Ananda, Akter, Sharmin, Shamrat, F M Javed Mehedi, Ghosh, Pronab, Zhou, Xujuan, Idris, Mohd Yamani Idna Bin, Ahmed, Kawsar and Moni, Mohammad Ali. 2024. "Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques ." Heliyon. 10 (17). https://doi.org/10.1016/j.heliyon.2024.e36556Article
FruitSeg30_Segmentation Dataset & Mask Annotations: A Novel Dataset for Diverse Fruit Segmentation and Classification
Shamrat, F.M. Javed Mehedi, Shakil, Rashiduzzaman, Idris, Mohd Yamani Idna, Akter, Bonna and Zhou, Xujuan. 2024. "FruitSeg30_Segmentation Dataset & Mask Annotations: A Novel Dataset for Diverse Fruit Segmentation and Classification ." Data in Brief. 56. https://doi.org/10.1016/j.dib.2024.110821Article
Artificial Intelligence and Copula-Probabilistic Models for Early Flood Warning and Community Risk Management: Case Studies in Fiji Islands
Chand, Ravinesh. 2024. Artificial Intelligence and Copula-Probabilistic Models for Early Flood Warning and Community Risk Management: Case Studies in Fiji Islands. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y7zMasters Thesis
Sentiment analysis for the detection of depressive users on social networks
Wigell, Chris. 2024. Sentiment analysis for the detection of depressive users on social networks. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y7yMasters Thesis
Blockchain Enabled Secure Data Transmission With NB-IoT Deployment in Smart Agriculture Crop Watch
Mohammed, Chand Pasha, Chopra, Shakti Raj, Albadri, Nehad, Dekeyser, Stijn, Jha, Sudan, Roy, Ajay and Pradhan, Nihar Ranjan. 2024. "Blockchain Enabled Secure Data Transmission With NB-IoT Deployment in Smart Agriculture Crop Watch." Internet Technology Letters. https://doi.org/10.1002/itl2.596Letter
Guided Disentangled Representation Learning from Audio data for Transfer Learning
Haque, Kazi Nazmul. 2024. Guided Disentangled Representation Learning from Audio data for Transfer Learning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9y75PhD by Publication
Framework for Strategic Guidance towards a Systemic Holistic Model for Thrivability
Fedeli, Mauro (Morris) Dino. 2024. Framework for Strategic Guidance towards a Systemic Holistic Model for Thrivability. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9y38PhD Thesis
Atmospheric visibility and cloud cover forecasting with novel artificial intelligence methods for Fiji's aviation sector
Raj, Shiveel. 2024. Atmospheric visibility and cloud cover forecasting with novel artificial intelligence methods for Fiji's aviation sector. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y1yMasters Thesis
Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards
Li, Ming, Li, Lin, Tao, Xiaohui, Xie, Zhongwei, Xie, Qing and Yuan, Jingling. 2024. "Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards ." ACM Transactions on Intelligent Systems and Technology. 15 (4), pp. 1-28. https://doi.org/10.1145/3643859Article
DeGONet: Decentralized Group-Oriented Interconnection Network for IoT-enabled Metaverse
Jiang, Sining, Cheng, Xu, Dai, Hong-Ning, Zhao, Shuo, Lan, Yujun, Xie, Haoran, Tao, Xiaohui and Guo, Zhongwen. 2024. "DeGONet: Decentralized Group-Oriented Interconnection Network for IoT-enabled Metaverse." ACM Transactions on Internet Technology. https://doi.org/10.1145/3674972Article
Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis
Chen, Xieling, Xie, Haoran, Qin, S. Joe, Cai, Yaping, Tao, Xiaohui and Wang, Fu Lee. 2024. "Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis." Cognitive Computation. 16 (6), pp. 3518-3556. https://doi.org/10.1007/s12559-024-10331-yArticle
Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs
Yan, Cheng, Zhao, Feng, Tao, Xiaohui and Zhu, Xiaofeng. 2024. "Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs." IEEE Transactions on Big Data. https://doi.org/10.1109/TBDATA.2024.3453749Article
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare
Pervez, Farrukh, Shoukat, Moazzam, Suresh, Varsha, Farooq, Muhammad Umar Bin, Sandhu, Moid, Qayyum, Adnan, Usama, Muhammad, Girardi, Adnan, Latif, Siddique and Qadir, Junaid. 2024. "Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare." IEEE Open Journal of the Computer Society. 5, pp. 491-510. https://doi.org/10.1109/OJCS.2024.3462812Article
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities
Wang, Shuang, Zhang, He, Sheng, Quan Z., Li, Xiaoping, Sun, Zhu, Cai, Taotao, Zhang, Wei Emma, Yang, Jian and Gao, Qing. 2024. "A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities." IEEE Transactions on Big Data. https://doi.org/10.1109/TBDATA.2024.3423677Article
ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection
Song, Huansheng, Wen, Ya, Song, Xiangyu, Sun, ShiJie, Cai, Taotao and Li, Jianxin. 2024. "ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection." 7th International Joint Conference on Asia-Paciļ¬c Web and Web-Age Information Management (APWeb-WAIM 2023). Wuhan, China 06 - 08 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-97-2421-5_19Conference or Workshop item