School of Agricultural, Computational and Environmental Sciences


Latest research outputs

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Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events
Axelsen, Taryn, Parisi, Alfio V. and Downs, Nathan J.. 2018. "Triathlon and the potential for solar ultraviolet exposure risk assessed during the swim, bicycle and running legs of competitive Australian Ironman events." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018

Poster

Methods for analysis of functionals on Gaussian self similar processes
Bhatia, Hirdyesh. 2018. Methods for analysis of functionals on Gaussian self similar processes . PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c0dc5eef69d8

PhD Thesis

Climate change impacts on water availability in the Murrumbidgee River catchment
Muhury, Newton. 2018. Climate change impacts on water availability in the Murrumbidgee River catchment. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/5c0dc001f69d7

Masters Thesis

The consumption of sorghum products and phloretin: implications for health and metabolic syndrome
Balzer, Anna K.. 2018. The consumption of sorghum products and phloretin: implications for health and metabolic syndrome . PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model
Deo, Ravinesh C., Ghimire, Sujan, Downs, Nathan J. and Raj, Nawin. 2018. "Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model." Kim, Dookie, Roy, Sanjiban Sekhar, Lansivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 328-359

Edited book (chapter)

Hybrid data intelligent models and applications for water level prediction
Yaseen, Zaher Mundher, Deo, Ravinesh C., Ebtehaj, Isa and Bonakdari, Hossein. 2018. "Hybrid data intelligent models and applications for water level prediction." Kim, Dookie, Roy, Sanjiban Sekhar, Länsivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 121-139

Edited book (chapter)

Selection of representative feature training sets with self-organized maps for optimized time series modeling and prediction: application to forecasting daily drought conditions with ARIMA and neural network models
McCarthy, Elizabeth, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2018. "Selection of representative feature training sets with self-organized maps for optimized time series modeling and prediction: application to forecasting daily drought conditions with ARIMA and neural network models." Kim, Dookie, Roy, Sanjiban Sekhar, Lansivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 446-464

Edited book (chapter)

The dynamics of ringed small bodies
Wood, Jeremy R.. 2018. The dynamics of ringed small bodies. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c0da1a7f69cc

PhD Thesis

Statistical methodology for analyzing ordinal outcomes of traumatic brain injury
Biswas, Raaj Kishore. 2017. Statistical methodology for analyzing ordinal outcomes of traumatic brain injury. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/5c09d7acf0ccc

Masters Thesis

Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors
Sanikhani, Hadi, Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Mert, Chian, Mirabbasi, Rasoul, Gavili, Siavash and Yaseen, Zaher Mundher. 2018. "Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors." Computers and Electronics in Agriculture. 152, pp. 242-260. https://doi.org/10.1016/j.compag.2018.07.008

Article

The impact of weather on the cost of production of wine grapes
Venning, Connie Maree. 2017. The impact of weather on the cost of production of wine grapes. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/5c076654baf8b

Masters Thesis

Toowoomba escarpment residents’ preparedness for storm and bushfire, and their understanding of bushfire preparedness engagement.
Ryan, Barbara and King, Rachel. 2017. Toowoomba escarpment residents’ preparedness for storm and bushfire, and their understanding of bushfire preparedness engagement. Toowoomba, Australia. University of Southern Queensland.

Project report

Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition
Prasad, Ramendra, Deo, Ravinesh C., Li, Yan and Maraseni, Tek. 2018. "Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition." Geoderma. 330, pp. 136-161. https://doi.org/10.1016/j.geoderma.2018.05.035

Article

Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, An-Vo, Duc-Anh and Khan, Shahjahan. 2018. "Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach." European Journal of Agronomy. 98, pp. 65-81. https://doi.org/10.1016/j.eja.2018.05.006

Article

Non-tuned data intelligent model for soil temperature estimation: a new approach
Sanikhani, Hadi, Deo, Ravinesh C., Yaseen, Zaher Mundheer, Eray, Okan and Kisi, Ozgur. 2018. "Non-tuned data intelligent model for soil temperature estimation: a new approach." Geoderma. 330, pp. 52-64. https://doi.org/10.1016/j.geoderma.2018.05.030

Article

Numerical solution methods for fractional partial differential equations
Osman, Sheelan Abdulkader. 2017. Numerical solution methods for fractional partial differential equations. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c075fc8baf89

PhD Thesis

Estimating the effects of carbon dioxide, temperature and nitrogen on grain protein and grain yield using meta-analysis
Al-Hadeethi, Ikhlas, Li, Yan, Seneweera, Saman and Al-Hadeethi, Hanan. 2017. "Estimating the effects of carbon dioxide, temperature and nitrogen on grain protein and grain yield using meta-analysis." Frangos, Christos C. (ed.) 1st International Conference on Quantitative, Social, Biomedical and Economic Issues 2017 (ICQSBEI2017). Athens, Greece 29 - 30 Jun 2017 Athens, Greece.

Paper

Exploring the design space of metadata-focused file management systems
Watson, Richard, Dekeyser, Stijn and Albadri, Nehad. 2017. "Exploring the design space of metadata-focused file management systems." Australasian Computer Science Week 2017 (ACSW 2017). Geelong, Australia 31 Jan - 03 Feb 2017 New York, United States. https://doi.org/10.1145/3014812.3014833

Paper

Matlab code for implementing SS-OFDM
Alhasnawi, Mohammad and Addie, Ron. 2018. Matlab code for implementing SS-OFDM.

Other

Logistic regression for circular data
Al-Daffaie, Kadhem and Khan, Shahjahan. 2017. "Logistic regression for circular data." Bakar, Shaiful Anuar Abu, Yunus, Rossita Mohamad and Mohamed, Ibrahim (ed.) 3rd ISM International Statistical Conference 2016 (ISM III): Bringing Professionalism and Prestige in Statistics. Kuala Lumpur, Malaysia 09 - 11 Aug 2016 United States. https://doi.org/10.1063/1.4982860

Paper

Estimation of slope for measurement error model with equation error: applications on serum kanamycin data
Saqr, Anwar and Khan, Shahjahan. 2017. "Estimation of slope for measurement error model with equation error: applications on serum kanamycin data." Bakar, Shaiful Anuar Abu, Yunus, Rossita Mohamad and Mohamed, Ibrahim (ed.) 3rd ISM International Statistical Conference 2016 (ISM III): Bringing Professionalism and Prestige in Statistics. Kuala Lumpur, Malaysia 09 - 11 Aug 2016 United States. https://doi.org/10.1063/1.4982859

Paper

Mining drug properties for decision support in dental clinics
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2017. "Mining drug properties for decision support in dental clinics." Kim, J., Shim, K., Cao, L., Lee, J., Lin, X. and Moon, Y. (ed.) 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2017). Jeju, South Korea 23 - 26 May 2017 Germany. Springer. https://doi.org/10.1007/978-3-319-57529-2_30

Conference or Workshop item

Strategies on addressing contract cheating: a case study from an Australian regional university
Kong, Eric, Goh, Steven Ching-Nam, Gussen, Benjamen Franklen, Turner, Joanna and Abawi, Lindy-Anne. 2017. "Strategies on addressing contract cheating: a case study from an Australian regional university." Velliaris, Donna M. (ed.) Handbook of research on academic misconduct in higher education. IGI Global. pp. 206-228

Edited book (chapter)

Drought prediction with standardized precipitation and evapotranspiration index and support vector regression models
Deo, Ravinesh C., Salcedo-sanz, Sancho, Carro-Calvo, Leopoldo and Saavedra-Moreno, Beatriz. 2018. "Drought prediction with standardized precipitation and evapotranspiration index and support vector regression models." Samui, Pijush, Kim, Dookie and Ghosh, Chandan (ed.) Integrating disaster science and management. Amsterdam, Netherlands. Elsevier. pp. 151-174

Edited book (chapter)

Dynamics of particles and bubbles under the action of acoustic radiation force
Ostrovsky, Lev A. and Stepanyants, Yury A.. 2018. "Dynamics of particles and bubbles under the action of acoustic radiation force." Edelman, Mark, Macau, Elbert E. N. and Sanjuan, Miguel A. F. (ed.) Chaotic, fractional, and complex dynamics: New insights and perspectives. Germany. Springer. pp. 205-230

Edited book (chapter)

Antraff traffic analysis software user manual, June 11, 2018
Addie, Ron and Albdair, Mostfa. 2018. Antraff traffic analysis software user manual, June 11, 2018. Toowoomba, Australia. University of Southern Queensland.

Manual/Instructions

The drying of abattoir paunch for waste-to-energy conversion
Spence, Jennifer E.. 2017. The drying of abattoir paunch for waste-to-energy conversion. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c0604ff8a827

PhD Thesis

John Bolton and the nature of discrete radio sources
Robertson, Peter. 2015. John Bolton and the nature of discrete radio sources. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia
Dayal, Kavina, Deo, Ravinesh and Apan, Armando A.. 2017. "Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia." Filho, Walter Leal (ed.) Climate change adaptation in Pacific countries:fostering resilience and improving the quality of life. Springer. pp. 177-198

Edited book (chapter)

The inverse relationship between the incidence of solar induced eye disease and reported skin cancer rates at high elevation in the tropical Andes, Ecuador, South America
Downs, Nathan J., Garzon Chavez, Daniel R., Quentin, Emmanuelle, Harrison, Simone L., Parisi, Alfio V. and Butler, Harry. 2018. "The inverse relationship between the incidence of solar induced eye disease and reported skin cancer rates at high elevation in the tropical Andes, Ecuador, South America." 4th International Conference on UV & Skin Cancer Prevention 2018. Toronto, Canada 01 - 04 May 2018 Canada.

Presentation

Preface - Proceedings of the 2017 IEEE/WIC/ACM international conference on web intelligence
Alt, Rainer, Tao, Xiaohui and Unland, Rainer. 2017. "Preface - Proceedings of the 2017 IEEE/WIC/ACM international conference on web intelligence." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 New York, United States.

Paper

‘High-pH softening pretreatment’ for boron removal in inland desalination systems
Rioyo, Javier, Aravinthan, Vasantha, Bundschuh, Jochen and Lynch, Mark. 2018. "‘High-pH softening pretreatment’ for boron removal in inland desalination systems." Separation and Purification Technology. 205, pp. 308-316. https://doi.org/10.1016/j.seppur.2018.05.030

Article

Astronomical tests of general relativity
Treschman, Keith John. 2015. Astronomical tests of general relativity. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Decadal scale relationship between indices of climate variability and Australian rainfall
Stilgoe, Bernard. 2016. Decadal scale relationship between indices of climate variability and Australian rainfall. Masters Thesis Master of Science (Research). University of Southern Queensland.

Masters Thesis

Magneto-inductive wireless underground sensor networks: novel longevity model, communication concepts and workarounds to key theoretical issues using analogical thinking
Parameswaran, Vinod. 2016. Magneto-inductive wireless underground sensor networks: novel longevity model, communication concepts and workarounds to key theoretical issues using analogical thinking. PhD Thesis Doctor of Philosophy. University of Southern Queensland.

PhD Thesis

Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
Mouatadid, Soukayna, Raj, Nawin, Deo, Ravinesh C. and Adamowski, Jan F.. 2018. "Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region." Atmospheric Research. 212, pp. 130-149. https://doi.org/10.1016/j.atmosres.2018.05.012

Article

Modeling of Bose–Einstein condensation in a water tank
Rousseaux, Germain and Stepanyants, Yury. 2018. "Modeling of Bose–Einstein condensation in a water tank." Abcha, Nizar, Pelinovsky, Efim and Mutabazi, Innocent (ed.) Nonlinear waves and pattern dynamics. Cham, Switzerland. Springer. pp. 91-102

Edited book (chapter)

Face-to-face and virtual mathematics enrichment for rural schools: intersection of teachers, students, technology and pedagogy
Galligan, Linda, Addie, Ron, Axelsen, Taryn and Stern, Linda. 2017. "Face-to-face and virtual mathematics enrichment for rural schools: intersection of teachers, students, technology and pedagogy." Partridge, H., Davis, K. and Thomas, J. (ed.) 34th International Conference on Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education (ASCILITE 2017). Toowoomba, Australia 04 - 06 Dec 2017 Tugun, Australia.

Paper

Re-imagining standard timescales in forecasting precipitation events for Queensland’s grazing enterprises
McCarthy, E., Deo, R. C., Li, Y. and Maraseni, T.. 2017. "Re-imagining standard timescales in forecasting precipitation events for Queensland’s grazing enterprises." Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (ed.) 22nd International Congress on Modelling and Simulation (MODSIM2017). Hobart, Australia 03 - 08 Dec 2017 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2017.L1.mccarthy

Paper

Does national investment on R&D compared to military expenditure achieve greater development?
Kabir, Enamul, Biswas, Raaj and Rafi, Refat Bin Reza. 2017. "Does national investment on R&D compared to military expenditure achieve greater development?" Melbourne International Business and Social Science Research Conference 2017. Melbourne, Australia 28 - 30 Oct 2017 Australia.

Presentation

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