46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors
Ahmed, A. A. Masrur, Sharma, Ekta, Jui, S. Janifer Jabin, Deo, Ravinesh C., Nguyen-Huy, Thong and Ali, Mumtaz. 2022. "Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors." Remote Sensing. 14 (5), pp. 1-24. https://doi.org/10.3390/rs14051136Article
Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System
Prasad, Salvin S., Deo, Ravinesh C., Downs, Nathan, Igoe, Damien, Parisi, Alfio V. and Soar, Jeffrey. 2022. "Cloud Affected Solar UV Predictions with Three-Phase Wavelet Hybrid Convolutional Long Short-Term Memory Network Multi-Step Forecast System." IEEE Access. 10, pp. 24704-24720. https://doi.org/10.1109/ACCESS.2022.3153475Article
A hybrid deep learning scheme for multi-channel sleep stage classification
Pei, Wei, Li, Yan, Siuly, Siuly and Wen, Peng. 2022. "A hybrid deep learning scheme for multi-channel sleep stage classification." Computers, Materials and Continua. 71 (1), pp. 889-905. https://doi.org/10.32604/cmc.2022.021830Article
Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2022. "Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data." Journal of Hydrology. 607, pp. 1-19. https://doi.org/10.1016/j.jhydrol.2022.127534Article
Integrative artificial intelligence models for Australian coastal sediment lead prediction: An investigation of in-situ measurements and meteorological parameters effects
Bhagat, Suraj Kumar, Tiyasha, Tiyasha, Kumar, Adarsh, Malik, Tabarak, Jawad, Ali H., Khedher, Khaled Mohamed, Deo, Ravinesh C. and Yaseen, Zaher Mundher. 2022. "Integrative artificial intelligence models for Australian coastal sediment lead prediction: An investigation of in-situ measurements and meteorological parameters effects." Journal of Environmental Management. 309, pp. 1-16. https://doi.org/10.1016/j.jenvman.2022.114711Article
Assessment and Prediction of Sea Level Trend in the South Pacific Region
Raj, Nawin, Gharineiat, Zahra, Ahmed, Abul Abrar Masrur and Stepanyants, Yury. 2022. "Assessment and Prediction of Sea Level Trend in the South Pacific Region." Remote Sensing. 14 (4), pp. 1-25. https://doi.org/10.3390/rs14040986Article
Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach
Oliveira, Francisco Braulio, Haque, Amanul, Mougouei, Davoud, Evans, Simon, Sichman, Jaime Simao and Singh, Munindar P.. 2022. "Investigating the Emotional Response to COVID-19 News on Twitter: A Topic Modeling and Emotion Classification Approach." IEEE Access. 10, pp. 16883-16897. https://doi.org/10.1109/ACCESS.2022.3150329Article
Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results
Ghimire, Sujan, Deo, Ravinesh C., Wang, Hua, Al-Musaylh, Mohanad S., Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results." Energies. 15 (3), pp. 1-39. https://doi.org/10.3390/en15031061Article
Big data in construction: current applications and future opportunities
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Shahzad, Danish. 2022. "Big data in construction: current applications and future opportunities." Big Data and Cognitive Computing. 6 (1). https://doi.org/10.3390/bdcc6010018Article
SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning
Dissanayake, Vipula, Seneviratne, Sachith, Rana, Rajib, Wen, Elliot, Kaluarachchi, Tharindu and Nanayakkara, Suranga. 2022. "SigRep: Towards Robust Wearable Emotion Recognition with Contrastive Representation Learning." IEEE Access. 10, pp. 18105-18120. https://doi.org/10.1109/ACCESS.2022.3149509Article
Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning
Wang, Ru, Li, Lin, Wang, Peipei, Tao, Xiaohui and Liu, Peiyu. 2022. "Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning." Multimedia Tools and Applications. 81 (24), p. 34309–34324. https://doi.org/10.1007/s11042-021-11597-2Article
Civil infrastructure damage and corrosion detection: an application of machine learning
Munawar, Hafiz Suliman, Ullah, Fahim, Shahzad, Danish, Heravi, Amirhossein, Qayyum, Siddra and Akram, Junaid. 2022. "Civil infrastructure damage and corrosion detection: an application of machine learning." Buildings. 12 (2). https://doi.org/10.3390/buildings12020156Article
Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Karbasi, Masoud, Sharma, Ekta and Yaseen, Zaher Mundher. 2022. "Air quality monitoring based on chemical and meteorological drivers: Application of a novel data filtering-based hybridized deep learning model." Journal of Cleaner Production. 374, pp. 1-17. https://doi.org/10.1016/j.jclepro.2022.134011Article
A novel file system supporting rich file classification
Albadri, Nehad and Dekeyser, Stijn. 2022. "A novel file system supporting rich file classification." Computers and Electrical Engineering. 103, pp. 1-9. https://doi.org/10.1016/j.compeleceng.2022.108081Article
Novel large scale brain network models for EEG epileptic pattern generations
Al-Hossenat, Auhood, Song, Bo, Wen, Peng and Li, Yan. 2022. "Novel large scale brain network models for EEG epileptic pattern generations." Expert Systems with Applications. 194. https://doi.org/10.1016/j.eswa.2021.116477Article
Inspecting Buildings Using Drones and Computer Vision: A Machine Learning Approach to Detect Cracks and Damages
Munawar, Hafiz Suliman, Ullah, Fahim, Heravi, Amirhossein, Thaheem, Muhammad Jamaluddin and Maqsoom, Ahsen. 2022. "Inspecting Buildings Using Drones and Computer Vision: A Machine Learning Approach to Detect Cracks and Damages." Drones. 6 (1), pp. 1-23. https://doi.org/10.3390/drones6010005Article
Writing Your Open Textbook
Rowling, Samara. 2022. "Writing Your Open Textbook." CAUL OER Collective Authors Community of Practice Meeting #4. Online 23 Aug 2022Presentation
General equilibrium impact evaluation of food top-up induced by households’ renewable power self-supply in 141 regions
Nguyen, Duong Binh, Nong, Duy, Simshauser, Paul and Nguyen-Huy, Thong. 2022. "General equilibrium impact evaluation of food top-up induced by households’ renewable power self-supply in 141 regions." Applied Energy. 306 (Part B), pp. 1-13. https://doi.org/10.1016/j.apenergy.2021.118126Article
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja, Epps, Julien and Schuller, Bjorn W.. 2022. "Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition." IEEE Transactions on Affective Computing. 13 (2), pp. 992-1004. https://doi.org/10.1109/TAFFC.2020.2983669Article
A linear convolution-based cancelable fingerprint biometric authentication system
Yang, Wencheng, Wang, Song, Kang, James Jin, Johnstone, Michael N. and Bedari, Aseel. 2022. "A linear convolution-based cancelable fingerprint biometric authentication system." Computers and Security. 114, pp. 1-14. https://doi.org/10.1016/j.cose.2021.102583Article
Modern-day hoarding: A model for understanding and measuring digital hoarding
Sedera, Darshana, Lokuge, Sachithra and Grover, Varun. 2022. "Modern-day hoarding: A model for understanding and measuring digital hoarding." Information and Management. 59 (8), pp. 1-13. https://doi.org/10.1016/j.im.2022.103700Article
Interference-Aware SaaS User Allocation Game for Edge Computing
Cui, Guangming, He, Qiang, Xia, Xiaoyu, Lai, Phu, Chen, Feifei, Gu, Tao and Yang, Yun. 2022. "Interference-Aware SaaS User Allocation Game for Edge Computing." IEEE Transactions on Cloud Computing. 10 (3), pp. 1888-1899. https://doi.org/10.1109/TCC.2020.3008448Article
Identification of Normal and Depression EEG Signals in Variational Mode Decomposition Domain
Akbari, Hesam, Sadiq, Muhammad Tariq, Siuly, Siuly, Li, Yan and Wen, Paul. 2022. "Identification of Normal and Depression EEG Signals in Variational Mode Decomposition Domain." Health Information Science and Systems. 10 (1), pp. 1-14. https://doi.org/10.1007/s13755-022-00187-7Article
USQ Library stories of 2020
Andersen, Nikki, Bremner, Margaret, Derrington, Kate, Eacersall, Douglas, Gunton, Lyndelle, Howarth, Debi, Howlett, Alisa, Jeffers, Marjorie, Pearse, Tahnee, Pickstone, Leigh, Piper, Stephanie, Sahay, Akshay, Sherwin, Leonie, Stagg, Adrian, Thangavelu, Eddie, Thorpe, Clare and Tweedale, Robyn. Gunton, Lyndelle (ed.) 2021. USQ Library stories of 2020. Australia. University of Southern Queensland.Edited book
A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security
Btoush, Eyad, Zhou, Xujuan, Gururajan, Raj, Chan, KC and Tao, XiaoHui. 2021. "A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security." 8th IEEE International Conference on Behavioural and Social Computing (BESC 2021). Doha, Qatar 29 - 31 Oct 2021 Doha, Qatar. https://doi.org/10.1109/BESC53957.2021.9635559Paper
READ: Robustness-Oriented Edge Application Deployment in Edge Computing Environment
Li, Bo, He, Qiang, Cui, Guangming, Xia, Xiaoyu, Chen, Feifei, Jin, Hai and Yang, Yun. 2022. "READ: Robustness-Oriented Edge Application Deployment in Edge Computing Environment." IEEE Transactions on Services Computing. 15 (3), pp. 1746-1759. https://doi.org/10.1109/TSC.2020.3015316Article
Data, User and Power Allocations for Caching in Multi-Access Edge Computing
Xia, Xiaoyu, Chen, Feifei, He, Qiang, Cui, Guangming, Grundy, John C., Abdelrazek, Mohamed, Xu, Xiaolong and Jin, Hai. 2022. "Data, User and Power Allocations for Caching in Multi-Access Edge Computing." IEEE Transactions on Parallel and Distributed Systems. 33 (5), pp. 1144-1155. https://doi.org/10.1109/TPDS.2021.3104241Article
Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems
Xia, Xiaoyu, Chen, Feifei, He, Qiang, Grundy, John, Abdelrazek, Mohamed, Shen, Jun, Bouguettaya, Athman and Jin, Hai. 2022. "Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems." IEEE Transactions on Parallel and Distributed Systems. 33 (12), pp. 4270-4281. https://doi.org/10.1109/TPDS.2022.3185250Article
Detecting depression using an ensemble classifier based on Quality of Life scales
Tao, Xiaohui, Chi, Oliver, Delaney, Patrick J., Li, Lin and Huang, Jiajin. 2021. "Detecting depression using an ensemble classifier based on Quality of Life scales." Brain Informatics. 8, pp. 1-15. https://doi.org/10.1186/s40708-021-00125-5Article
Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective
Jones, Rosalind, Mougouei, Davoud and Evans, Simon L.. 2021. "Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective." Human Behavior and Emerging Technologies. 3 (5), pp. 832-842. https://doi.org/10.1002/hbe2.304Article
A Review on Security Issues and Solutions of the Internet of Drones
Yang, Wencheng, Wang, Song, Yin, Xuefei, Wang, Xu and Hu, Jiankun. 2022. "A Review on Security Issues and Solutions of the Internet of Drones." IEEE Open Journal of the Computer Society. 3, pp. 96-110. https://doi.org/10.1109/OJCS.2022.3183003Article
Federated Learning with Real-world Datasets: Compliance with the Privacy Act
Tang, Zhaohui and Keoh, Sye Loong. 2022. "Federated Learning with Real-world Datasets: Compliance with the Privacy Act." Cho, Seongsoo (ed.) 9th International Conference on Advanced Engineering and ICT-Convergence (ICAEIC-2022). Jeju Island, Korea 13 - 15 Jul 2022 Seoul, Korea.Paper
Bat algorithm for dam–reservoir operation
Ethteram, Mohammad, Mousavi, Sayed-Farhad, Karami, Hojat, Farzin, Saeed, Deo, Ravinesh, Othman, Faridah Binti, Chau, Kwok-Wing, Sarkamaryan, Saeed, Singh, Vijay P. and El-Shafie, Ahmed. 2018. "Bat algorithm for dam–reservoir operation." Environmental Earth Sciences. 77 (13), pp. 1-15. https://doi.org/10.1007/s12665-018-7662-5Article
The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River
Diop, Lamine, Bodian, Ansoumana, Djaman, Koffi, Yaseen, Zaher Mundher, Deo, Ravinesh C., El-Shafie, Ahmed and Brown, Larry C.. 2018. "The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River." Environmental Earth Sciences. 77 (5). https://doi.org/10.1007/s1266Article
Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River
Raheli, Bahare, Aalami, Mohammad Taghi, El-Shafie, Ahmed, Ghorbani, Mohammad Ali and Deo, Ravinesh C.. 2017. "Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River." Environmental Earth Sciences. 76 (14). https://doi.org/10.1007/s12665-017-6842-zArticle
Reordering and Partitioning of Distributed Quantum Circuits
Dadkhah, Davood, Zomorodi, Mariam, Hosseini, Seyed Ebrahim, Plawiak, Pawel and Zhou, Xujuan. 2022. "Reordering and Partitioning of Distributed Quantum Circuits." IEEE Access. 10, pp. 70329-70341. https://doi.org/10.1109/ACCESS.2022.3186485Article
Talent management as a core source of innovation and social development in higher education
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2018. "Talent management as a core source of innovation and social development in higher education." Parrish, Dominique (ed.) Innovations in higher education: cases on transforming and advancing practice. London, United Kingdom. IntechOpen. pp. 1-31Edited book (chapter)
Exploring partnerships between public libraries and universities in regional low-socioeconomic communities: the student experience
Power, Emma, Partridge, Helen, Owen, Sue and Pizzani, Blanca. 2022. "Exploring partnerships between public libraries and universities in regional low-socioeconomic communities: the student experience." Higher Education Research and Development. 41 (7), pp. 2324-2337. https://doi.org/10.1080/07294360.2021.2011153Article
The interpretative role of an experiencer
Ghellal, Sabiha and Morrison, Ann. 2017. "The interpretative role of an experiencer." Soro, Alessandro, Vyas, Dhaval, Ploderer, Bernd, Morrison, Ann, Waycott, Jenny and Brereton, Margot (ed.) 29th Australian Computer-Human Interaction Conference (OzCHI 2017). Brisbane, Australia 28 Nov - 01 Dec 2017 New York, United States. https://doi.org/10.1145/3152771.3152782Paper
Understanding the information experiences of parents involved in negotiating post-separation parenting arrangements
Partridge, Helen, McAllister, Lynn, Toohey, Lisa, Field, Rachael, Crowe, Jonathan and Allcock, Annelies. 2020. "Understanding the information experiences of parents involved in negotiating post-separation parenting arrangements." Journal of Librarianship and Information Science. 51 (1), pp. 184-196. https://doi.org/10.1177/0961000618787604Article