46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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An exploration of IoT platform development
Fahmideh, Mahdi and Zowghi, Didar. 2020. "An exploration of IoT platform development." Information Systems. 87. https://doi.org/10.1016/j.is.2019.06.005Article
An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks
Barzegar, Rahim, Sattarpour, Masoud, Deo, Ravinesh, Fijani, Elham and Adamowski, Jan. 2020. "An ensemble tree-based machine learning model for predicting the uniaxial compressive strength of travertine rocks." Neural Computing and Applications. 32 (13), pp. 9065-9080. https://doi.org/10.1007/s00521-019-04418-zArticle
Data, data everywhere…and yet nowhere. RDM for HDRs
Kelly, Tricia and Gacenga, Francis. 2020. "Data, data everywhere…and yet nowhere. RDM for HDRs." 2020 15th Research Data Alliance (RDA) Plenary Meeting 18 - 20 March. Online 18 - 20 Mar 2020 Online.Poster
Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models
Yaseen, Zaher Mundher, Al-Juboori, Al-Juboori, Beyaztasc, Ufuk, Al-Ansari, Nadhir, Chau, Kwok-Wing, Qi, Chongchong, Ali, Mumtaz, Salih, Sinan Q. and Shahid, Shamsuddin. 2020. "Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models." Engineering Applications of Computational Fluid Mechanics. 14 (1), pp. 70-89. https://doi.org/10.1080/19942060.2019.1680576Article
Chromosome Encoding Schemes in Genetic Algorithms for the Flexible Job Shop Scheduling: A State-of-art Review Useful for Artificial Intelligence Applications
Xuewen, Huang, Islam, Sardar M. N. and Zhou, Yuxun. 2020. "Chromosome Encoding Schemes in Genetic Algorithms for the Flexible Job Shop Scheduling: A State-of-art Review Useful for Artificial Intelligence Applications." 2020 5th International Conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA). Australia 25 - 27 Nov 2020 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CITISIA50690.2020.9371789Paper
Investigating website features quality using three online techniques on the lead generation website - a case study
Al-Gburi, Hamzah Mohammed Kadhim. 2020. Investigating website features quality using three online techniques on the lead generation website - a case study. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q18g-3f53PhD Thesis
The Protege effect: learning from the experience of graduates in an online community of practice
van Galen-Dickie, Marianne. 2020. The Protege effect: learning from the experience of graduates in an online community of practice. Doctorate other than PhD Doctor of Professional Studies. University of Southern Queensland. https://doi.org/10.26192/fvpp-3627Doctorate other than PhD
PDGAN: A novel poisoning defense method in federated learning using generative adversarial network
Zhao, Ying, Chen, Junjun, Zhang, Jiale, Wu, D., Teng, Jian and Yu, Shui. "PDGAN: A novel poisoning defense method in federated learning using generative adversarial network." 19th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2019). Melbourne, Australia 09 - 11 Dec 2019Conference or Workshop item
Do social exclusion and remoteness explain the digital divide in Australia? Evidence from a panel data estimation approach
Ali, Mohammad Afshar, Alam, Khorshed and Taylor, Brad. 2020. "Do social exclusion and remoteness explain the digital divide in Australia? Evidence from a panel data estimation approach." Economics of Innovation and New Technology. 29 (6), pp. 643-659. https://doi.org/10.1080/10438599.2019.1664708Article
Insights into relevant knowledge extraction techniques: a comprehensive review
Shahid, Abdul, Afzal, Muhammad Tanvir, Abdar, Moloud, Basiri, Mohammad Ehsan, Zhou, Xujuan, Yen, Neil Y. and Chang, Jia‑Wei. 2020. "Insights into relevant knowledge extraction techniques: a comprehensive review." Journal of Supercomputing. 76 (3), pp. 1695-1733. https://doi.org/10.1007/s11227-019-03009-yArticle
Simulation study on passive buildings’ demand incentive based on evolutionary game
Liu, Kai, Zhou, Hongmin, Kou, Yuanyuan, Zhang, Jiabao, Zhou, Xujuan and Zhang, Xiantang. 2019. "Simulation study on passive buildings’ demand incentive based on evolutionary game." Journal of Intelligent and Fuzzy Systems. 37, pp. 3163-3174. https://doi.org/10.3233/JIFS-179118Article
Experiential probabilistic assessment of cloud services
Fahmideh, Mahdi, Beydoun, Ghassan and Low, Graham. 2019. "Experiential probabilistic assessment of cloud services." Information Sciences. 502, pp. 510-524. https://doi.org/10.1016/j.ins.2019.06.027Article
Animal computer interaction (ACI) & designing for animal interaction (AXD)
Morrison, Ann, Turner, Jane, Farley, Helen, Webber, Sarah and Oliver, Jessica L.. 2017. "Animal computer interaction (ACI) & designing for animal interaction (AXD)." OZCHI '17 29th Australian Conference on Computer-Human Interaction . Brisbane, Australia 28 Nov - 01 Dec 2017 New York, New York. https://doi.org/10.1145/3152771.3156196Paper
Professional ethics, copyright legislation and the case for collective copyright disobedience in libraries
Pryor-Darnell, Teghan Alexis, Andersen, Nikki and Rowling, Samara. 2019. "Professional ethics, copyright legislation and the case for collective copyright disobedience in libraries." Journal of the Australian Library and Information Association. 68 (2), pp. 146-163. https://doi.org/10.1080/24750158.2019.1608496Article
Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction." Renewable and Sustainable Energy Reviews. 113, pp. 1-19. https://doi.org/10.1016/j.rser.2019.109247Article
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms." Applied Energy. 253, pp. 1-20. https://doi.org/10.1016/j.apenergy.2019.113541Article
Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm
Abdulla, Shahab, Diykh, Mohammed, Lafta, Raid Luaibi, Saleh, Khalid and Deo, Ravinesh C.. 2019. "Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm." Expert Systems with Applications. 138, pp. 1-15. https://doi.org/10.1016/j.eswa.2019.07.007Article
An exploratory study to understand the phenomena of eye-tracking technology: a case of the education environment
Syed, Ahmed, Chakraborty, Subrata, Hafeez-Baig, Abdul and Mandal, Anuradha. 2020. "An exploratory study to understand the phenomena of eye-tracking technology: a case of the education environment." Dann, Christopher Ewart and O'Neill, Shirley (ed.) Technology-enhanced formative assessment practices in higher education. United States. IGI Global. pp. 240-261Edited book (chapter)
Knowledge graph embedding by dynamic translation
Chang, Liang, Zhu, Manli, Gu, Tianlong, Bin, Chenzhong, Qian, Junyan and Zhang, Ji. 2017. "Knowledge graph embedding by dynamic translation." IEEE Access. 5 (3), pp. 20898-20907. https://doi.org/10.1109/ACCESS.2017.2759139Article
Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia
Al-Musaylh, Mohanad S., Deo, Ravinesh C., Adamowski, Jan F. and Li, Yan. 2019. "Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia." Renewable and Sustainable Energy Reviews. 113. https://doi.org/10.1016/j.rser.2019.109293Article
An exploratory qualitative research to address processes that are utilised for managing knowledge: a case study in a Queensland regional University
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2019. "An exploratory qualitative research to address processes that are utilised for managing knowledge: a case study in a Queensland regional University." International Journal of Higher Education and Sustainability. 2 (3), pp. 173-196. https://doi.org/10.1504/IJHES.2019.101954Article
Modelling and simulating different bands of EEG signals with the virtual brain
Al-Hossenat, Auhood, Wen, Paul and Li, Yan. 2019. "Modelling and simulating different bands of EEG signals with the virtual brain." International Journal of Electrical, Electronics and Data Communication. 7 (5), pp. 66-70.Article
Designing a new data intelligence model for global solar radiation prediction: application of multivariate modeling scheme
Tao, Hai, Ebtehaj, Isa, Bonakdari, Hossein, Heddam, Salim, Voyant, Cyril, Al-Ansari, Nadhir, Deo, Ravinesh and Yaseen, Zaheer Mundher. 2019. "Designing a new data intelligence model for global solar radiation prediction: application of multivariate modeling scheme." Energies. 12 (7), pp. 1-24. https://doi.org/10.3390/en12071365Article
Security in the software defined networking infrastructure
Edge, Peter. 2019. Security in the software defined networking infrastructure. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/3xxt-zv02Masters Thesis
Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features
Al-Salman, Wessam, Li, Yan and Wen, Paul. 2019. "Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features ." Frontiers in Neuroinformatics. 13 (45), pp. 1-19. https://doi.org/10.3389/fninf.2019.00045Article
A model for self-assessment of skills to identify tacit knowledge stock and enable knowledge transfer
Pant, Aastha. 2019. A model for self-assessment of skills to identify tacit knowledge stock and enable knowledge transfer. Masters Thesis Master of Business (Research). University of Southern Queensland. https://doi.org/10.26192/5f7bf5afec17cMasters Thesis
Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models
Kisi, Ozgur, Choubin, Bahram, Deo, Ravinesh C. and Yaseen, Zaheer Mundher. 2019. "Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models." Hydrological Sciences Journal. 64 (10), pp. 1240-1252. https://doi.org/10.1080/02626667.2019.1632460Article
Improving SPI-derived drought forecasts incorporating synoptic-scale climate indices in multi-phase multivariate empirical mode decomposition model hybridized with simulated annealing and kernel ridge regression algorithms
Ali, Mumtaz, Deo, Ravinesh C., Maraseni, Tek and Downs, Nathan J.. 2019. "Improving SPI-derived drought forecasts incorporating synoptic-scale climate indices in multi-phase multivariate empirical mode decomposition model hybridized with simulated annealing and kernel ridge regression algorithms." Journal of Hydrology. 576, pp. 164-184. https://doi.org/10.1016/j.jhydrol.2019.06.032Article
Do social networking sites build and maintain social capital online in rural communities?
Tiwari, Sanjib, Lane, Michael and Alam, Khorshed. 2019. "Do social networking sites build and maintain social capital online in rural communities?" Journal of Rural Studies. 66, pp. 1-10. https://doi.org/10.1016/j.jrurstud.2019.01.029Article
Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction." Energies. 12 (12), pp. 1-42. https://doi.org/10.3390/en12122407Article
Effective organisational change to achieve successful ITIL implementation: lessons learned from a multiple case study of large Australian firms
Blumberg, Malcolm, Cater-Steel, Aileen, Rajaeian, Mohammad Mehdi and Soar, Jeffrey. 2019. "Effective organisational change to achieve successful ITIL implementation: lessons learned from a multiple case study of large Australian firms." Journal of Enterprise Information Management. 32 (3), pp. 496-516. https://doi.org/10.1108/JEIM-06-2018-0117Article
Deep learning model for detection of pain intensity from facial expression
Soar, Jeffrey, Bargshady, Ghazal, Zhou, Xujuan and Whittaker, Frank. 2018. "Deep learning model for detection of pain intensity from facial expression." Mokhtari, Mounir, Abdulrazak, Bessam and Aloulou, Hamdi (ed.) 16th International Conference on Smart Homes and Health Telematics: Designing a Better Future: Urban Assisted Living (ICOST 2018). Singapore 10 - 12 Jul 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-319-94523-1_22Paper
An auto TCD probe design and visualization
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2018. "An auto TCD probe design and visualization." Wang, Shouyi, Yamamoto, Vicky, Su, Jianzhong, Yang, Yang, Jones, Erick, Iasemidis, Leon and Mitchell, Tom (ed.) 11th International Conference on Brain Informatics (BI 2018). Arlington, United States 07 - 09 Dec 2018 Sham, Switzerland. https://doi.org/10.1007/978-3-030-05587-5_46Paper
Big data in financial management a structured literature review and opportunities for IS research
Cockcroft, Sophie. 2016. "Big data in financial management a structured literature review and opportunities for IS research." Van Der Meer, Rosemary V. (ed.) 27th Australasian Conference on Information Systems (ACIS 2016). Wollongong, Australia 05 - 07 Dec 2016 Australia.Paper
Exploring the impact of IS theory on health informatics
Cockcroft, Sophie. 2015. "Exploring the impact of IS theory on health informatics." Bui, Tung X. and Sprague, Ralph H. (ed.) 48th Hawaii International Conference on System Sciences (HICSS 2015). Kauai, Hawaii 05 - 08 Jan 2015 United States. https://doi.org/10.1109/HICSS.2015.585Paper
A novel framework for distress detection through an automated speech processing system
Rana, Rajib, Gururajan, Raj, Mackenzie, Geraldine, Dunn, Jeff, Gray, Anthony, Zhou, Xujuan, Barua, Prabal Datta, Epps, Julien and Humphris, Gerald Michael. 2018. "A novel framework for distress detection through an automated speech processing system." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-29Paper
Determination of factors influencing student engagement using a learning management system in a tertiary setting
Barua, Prabal Datta, Zhou, Xujuan, Gururajan, Raj and Chan, Ka C.. 2018. "Determination of factors influencing student engagement using a learning management system in a tertiary setting." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-30Paper
The influence of privacy, trust, and national culture on internet transactions
Heales, Jon, Cockcroft, Sophie and Trieu, Van-Hau. 2017. "The influence of privacy, trust, and national culture on internet transactions." Meiselwitz, Gabriele (ed.) 9th International Conference on Social Computing and Social Media (SCSM 2017), held as part of the 19th International Conference on Human-Computer Interaction (HCI International). Vancouver, Canada 09 - 14 Jul 2017 Switzerland. https://doi.org/10.1007/978-3-319-58559-8_14Paper
Telehealth adoption: three case studies at the organisational level
Cockcroft, Sophie and Hendy, Jane. 2018. "Telehealth adoption: three case studies at the organisational level." Lowe, Graham, Miliszewska, Iwona and Beydoun, Ghassan (ed.) 29th Australasian Conference on Information Systems (ACIS 2018). Sydney, Australia 03 - 05 Dec 2018 Australia.Paper
Decision-making performance in big data era: the role of actual business intelligence systems use and affecting external constraints
Trieu, Van-Hau, Cockcroft, Sophie and Perdana, Arif. 2018. "Decision-making performance in big data era: the role of actual business intelligence systems use and affecting external constraints." Bednar, Peter, Frank, Ulrich and Kautz, Karlheinz (ed.) 26th European Conference of Information Systems: Beyond Digitization - Facets of Socio-Technical Change (ECIS 2018). Portsmouth, United kingdom 23 - 28 Jun 2018Paper