46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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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
Big data opportunities for accounting and finance practice and research
Cockcroft, Sophie and Russell, Mark. 2018. "Big data opportunities for accounting and finance practice and research." Australian Accounting Review. 28 (3), pp. 323-333. https://doi.org/10.1111/auar.12218Article
Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2019. "Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach." Catena. 177, pp. 149-166. https://doi.org/10.1016/j.catena.2019.02.012Article
An Efficient Texture Descriptor for the Detection of License Plates From Vehicle Images in Difficult Conditions
Al-Shemarry, Meeras Salman, Li, Yan and Abdulla, Shahab. 2020. "An Efficient Texture Descriptor for the Detection of License Plates From Vehicle Images in Difficult Conditions." IEEE Transactions on Intelligent Transportation Systems. 21 (2), pp. 553-564. https://doi.org/10.1109/TITS.2019.2897990Article
Resource provisioning for a multi-layered network
Xing, Chang, Addie, Ronald G., Peng, Yu, Lin, Ronping, Li, Fan, Hu, Wenjie, Abramov, Vyacheslav M. and Zukerman, Moshe. 2019. "Resource provisioning for a multi-layered network." IEEE Access. 7 (1), pp. 16226-16245. https://doi.org/10.1109/ACCESS.2019.2894396Article
PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches
Rahmati, Omid, Kornejady, Aiding, Samadi, Mahmood, Deo, Ravinesh C., Conoscenti, Christian, Lombardo, Luigi, Dayal, Kavina, Taghizadeh-Mehrjardi, Ruhollah, Pourghasemi, Hamid Reza, Kumar, Sandeep and Bui, Dieu Tien. 2019. "PMT: new analytical framework for automated evaluation of geo-environmental modelling approaches." Science of the Total Environment. 664, pp. 296-311. https://doi.org/10.1016/j.scitotenv.2019.02.017Article
The relationship between culture and information privacy policy
Cockcroft, Sophie and Rekker, Saphira. 2016. "The relationship between culture and information privacy policy." Electronic Markets. 26 (1), pp. 55-72. https://doi.org/10.1007/s12525-015-0195-9Article
Automated screening for distress: A perspective for the future
Rana, Rajib, Latif, Siddique, Gururajan, Raj, Gray, Anthony, Mackenzie, Geraldine, Humphris, Gerald and Dunn, Jeff. 2019. "Automated screening for distress: A perspective for the future." European Journal of Cancer Care. 28 (4). https://doi.org/10.1111/ecc.13033Article
How do the design features of health hackathons contribute to participatory medicine?
Day, Karen, Humphrey, Gayl and Cockcroft, Sophie. 2017. "How do the design features of health hackathons contribute to participatory medicine?" Australasian Journal of Information Systems. 21, pp. 1-20. https://doi.org/10.3127/ajis.v21i0.1383Article
Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: a new approach
Deo, Ravinesh C., Sahin, Mehmet, Adamowski, Jan F. and Mi, Jianchun. 2019. "Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: a new approach." Renewable and Sustainable Energy Reviews. 104, pp. 235-261. https://doi.org/10.1016/j.rser.2019.01.009Article
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems
Wen, Xiaohu, Feng, Qi, Deo, Ravinesh C., Wu, Min, Yin, Zhenliang, Yang, Linshan and Singh, Vijay P.. 2019. "Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems." Journal of Hydrology. 570, pp. 167-184. https://doi.org/10.1016/j.jhydrol.2018.12.060Article
Understanding how older Australians experience information literacy using mobile devices
Linares Soler, Gema. 2018. Understanding how older Australians experience information literacy using mobile devices . PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f715af699a06PhD Thesis
PAX: using pseudonymization and anonymization to protect patients’ identities and data in the healthcare system
Al-Zubaidie, Mishall, Zhang, Zhongwei and Zhang, Ji. 2019. "PAX: using pseudonymization and anonymization to protect patients’ identities and data in the healthcare system." International Journal of Environmental Research and Public Health. 16 (1490), pp. 1-36. https://doi.org/10.3390/ijerph16091490Article
A framework for selection of processes to virtualize in e-government: a case study of Liberia
Mensah, Ransford. 2019. A framework for selection of processes to virtualize in e-government: a case study of Liberia. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f6987ecdcce0PhD Thesis
Efficient and secure ECDSA algorithm and its applications: a survey
Al-Zubaidie, Mishall, Zhang, Zhongwei and Zhang, Ji. 2019. "Efficient and secure ECDSA algorithm and its applications: a survey." International Journal of Communication Networks and Information Security. 11 (1), pp. 7-35.Article
Australian CliMate app: an evaluation for the Managing Climate Variability Program
Starasts, Ann. 2018. Australian CliMate app: an evaluation for the Managing Climate Variability Program. Toowoomba, Australia. University of Southern Queensland.Project report
Constructing knowledge management capacity and forms of capital: a qualitative, ethnographic, exploratory case study of an Australian regional university education research team
Matthews, Karl J.. 2019. Constructing knowledge management capacity and forms of capital: a qualitative, ethnographic, exploratory case study of an Australian regional university education research team. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f697e53dccd9PhD Thesis
Streamflow and soil moisture forecasting with hybrid data intelligent machine learning approaches: case studies in the Australian Murray-Darling basin
Prasad, Ramendra. 2018. Streamflow and soil moisture forecasting with hybrid data intelligent machine learning approaches: case studies in the Australian Murray-Darling basin . PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f6974e4dccd5PhD Thesis
New approach for sediment yield forecasting with a two-phase feed forward neuron network-particle swarm optimization model integrated with the gravitational search algorithm
Meshram, Sarita Gajbhiye, Ghorbani, M. A., Deo, Ravinesh C., Kashani, Mahsa Hasanpour, Meshram, Chandrashekhar and Karimi, Vahid. 2019. "New approach for sediment yield forecasting with a two-phase feed forward neuron network-particle swarm optimization model integrated with the gravitational search algorithm." Water Resources Management. 33 (7), pp. 2335-2356. https://doi.org/10.1007/s11269-019-02265-0Article
Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches
Maroufpoor, Saman, Sanikhani, Hadi, Kisi, Ozgur, Deo, Ravinesh C. and Yaseen, Zaher Mundher. 2019. "Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches." International Journal of Climatology. 39 (8), pp. 3543-3557. https://doi.org/10.1002/joc.6037Article
Development and evaluation of hybrid artificial neural network architectures for modeling spatio-temporal groundwater fluctuations in a complex aquifer system
Roshni, Thendiyath, Jha, Madan K., Deo, Ravinesh C. and Vandana, A.. 2019. "Development and evaluation of hybrid artificial neural network architectures for modeling spatio-temporal groundwater fluctuations in a complex aquifer system." Water Resources Management. 33 (7), pp. 2381-2397. https://doi.org/10.1007/s11269-019-02253-4Article
A generic cloud migration process model
Fahmideh, Mahdi, Daneshgar, Farhad, Rabhi, Fethi and Beydoun, Ghassan. 2019. "A generic cloud migration process model." European Journal of Information Systems. 28 (3), pp. 233-255. https://doi.org/10.1080/0960085X.2018.1524417Article
A two-phase approach to mine short-periodic high utility itemsets in transactional databases
Lin, Jerry Chun-Wei, Zhang, Jiexiong, Fournier-Viger, Philippe, Hong, Tzung-Pei and Zhang, Ji. 2017. "A two-phase approach to mine short-periodic high utility itemsets in transactional databases." Advanced Engineering Informatics: the science of supporting knowledge-intensive activities. 33, pp. 29-43. https://doi.org/10.1016/j.aei.2017.04.007Article