Academic Division
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Latest research outputs
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Big Data Management in Drug–Drug Interaction: A Modern Deep Learning Approach for Smart Healthcare
Salman, Muhammad, Munawar, Hafiz Suliman, Latif, Khalid, Akram, Muhammad Waseem, Khan, Sara Imran and Ullah, Fahim. 2022. "Big Data Management in Drug–Drug Interaction: A Modern Deep Learning Approach for Smart Healthcare." Big Data and Cognitive Computing. 6 (1), pp. 1-17. https://doi.org/10.3390/bdcc6010030Article
A lava-inspired micro/nano-structured ceramifiable organic-inorganic hybrid fire-extinguishing coating
Ma, Zhewen, Zhang, Jianzhong, Maluk, Cristian, Yu, Youming, Seraji, Seyed Mohsen, Yu, Bin, Wang, Hao and Song, Pingan. 2022. "A lava-inspired micro/nano-structured ceramifiable organic-inorganic hybrid fire-extinguishing coating." Matter. 5 (3), pp. 911-932. https://doi.org/10.1016/j.matt.2021.12.009Article
Silicone/graphene oxide co-cross-linked aerogels with wide-temperature mechanical flexibility, super-hydrophobicity and flame resistance for exceptional thermal insulation and oil/water separation
Zhang, Zhao-Hui, Chen, Zuan-Yu, Tang, Yi-Hao, Li, Yu-Tong, Ma, Dequan, Zhang, Guo-Dong, Boukherroub, Rabah, Cao, Cheng-Fei, Gong, Li-Xiu, Song, Pingan, Cao, Kun and Tang, Long-Cheng. 2022. "Silicone/graphene oxide co-cross-linked aerogels with wide-temperature mechanical flexibility, super-hydrophobicity and flame resistance for exceptional thermal insulation and oil/water separation." Journal of Materials Science and Technology. 114, pp. 131-142. https://doi.org/10.1016/j.jmst.2021.11.012Article
Flexible and flame-retarding phosphorylated MXene/polypropylene composites for efficient electromagnetic interference shielding
Tang, Tingting, Wang, Shanchi, Jiang, Yue, Xu, Zhiguang, Chen, Yu, Peng, Tianshu, Khan, Fawad, Feng, Jiabing, Song, Pingan and Zhao, Yan. 2022. "Flexible and flame-retarding phosphorylated MXene/polypropylene composites for efficient electromagnetic interference shielding." Journal of Materials Science and Technology. 111, pp. 66-75. https://doi.org/10.1016/j.jmst.2021.08.091Article
Flexural behaviour of circular timber columns strengthened by glass fibre reinforced polymer wrapping system
Otoom, Omar F., Lokuge, Weena, Karunasena, Warna, Manalo, Allan C., Ozbakkaloglu, Togay and Ehsani, Mohammad R.. 2022. "Flexural behaviour of circular timber columns strengthened by glass fibre reinforced polymer wrapping system." Structures. 38, pp. 1349-1367. https://doi.org/10.1016/j.istruc.2022.02.070Article
Cereal and Pulse Crops with Improved Resistance to Pratylenchus thornei Are Needed to Maximize Wheat Production and Expand Crop Sequence Options
Owen, Kirsty J., Clewett, Timothy G., Bell, Kerry L. and Thompson, John P. 2022. "Cereal and Pulse Crops with Improved Resistance to Pratylenchus thornei Are Needed to Maximize Wheat Production and Expand Crop Sequence Options." Agronomy. 12 (3), pp. 1-16. https://doi.org/10.3390/agronomy12030573Article
The Homeschool Choice: Parents and the Privatization of Education by Kate Henley Averett
Burke, Katie. 2022. "The Homeschool Choice: Parents and the Privatization of Education by Kate Henley Averett." Children and Society: the international journal of childhood and children's services. https://doi.org/10.1111/chso.12561Book review
Does managerial ability matter for corporate climate change disclosures?
Daradkeh, Hussein, Shams, Syed, Bose, Sudipta and Gunaskerage, Abeyratna. 2023. "Does managerial ability matter for corporate climate change disclosures?" Corporate Governance (Oxford): an international review. 31 (1), pp. 83-104. https://doi.org/10.1111/corg.12436Article
Effect of pretension on the performance of cable bolts and its optimisation in underground coal mines with various geological conditions
Li, Xu, Si, Guangyao, Oh, Joung, Corbett, Peter, O'Sullivan, Terri, Xiang, Zizhuo, Aziz, Naj and Mirzaghorbanali, Ali. 2022. "Effect of pretension on the performance of cable bolts and its optimisation in underground coal mines with various geological conditions." International Journal of Rock Mechanics and Mining Sciences. 152, pp. 1-21. https://doi.org/10.1016/j.ijrmms.2022.105076Article
Roadblocks and Enablers for Teacher Engagement in Professional Development Opportunities Aimed at Supporting Trauma-informed Classroom Pedagogical Practice
Collier, Simone, Trimmer, Karen, Bryce, India and Krishnamoorthy, Govind. 2022. "Roadblocks and Enablers for Teacher Engagement in Professional Development Opportunities Aimed at Supporting Trauma-informed Classroom Pedagogical Practice." Journal of Graduate Education Research. 3, pp. 51-65.Article
Improving Australia's trade balance: A case study of agro-forest and fish products
Kashem, Mohammad Abul, Rahman, Mohammad Mafizur and Khanam, Rasheda. 2022. "Improving Australia's trade balance: A case study of agro-forest and fish products." Australian Economic Papers. 61 (3), pp. 494-533. https://doi.org/10.1111/1467-8454.12257Article
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
(Not) Very Important People: Millennial Fantasies of Mobility in the Age of Excess
Hopkins, Susan. 2022. "(Not) Very Important People: Millennial Fantasies of Mobility in the Age of Excess ." Media and Communication. 10 (1), pp. 297-300. https://doi.org/10.17645/mac.v10i1.4778Book review
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
Organisational career growth: implications for future perceived employability in students who work
Creed, Peter A., Hood, Michelle, Bagley, Louella, Brough, Paula, Bialocerkowski, Andrea, Machin, M. Anthony and Winterbotham, Sonya. 2022. "Organisational career growth: implications for future perceived employability in students who work." International Journal of Educational Research. 112, pp. 1-13. https://doi.org/10.1016/j.ijer.2022.101950Article
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
Determinants and consequences of student satisfaction in Australian Universities: Evidence from QILT Surveys
Biswas, Kumar, Bose, Sudipta, Chang, Millicent and Shams, Syed. 2023. "Determinants and consequences of student satisfaction in Australian Universities: Evidence from QILT Surveys." Accounting and Finance. 63 (2), pp. 1821-1850. https://doi.org/10.1111/acfi.12930Article
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
An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis
Al-Hadeethi, Hanan, Abdulla, Shahab, Diykh, Mohammed, Deo, Ravinesh C. and Green, Jonathan H.. 2022. "An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis." Frontiers in Neuroinformatics. 15, pp. 1-15. https://doi.org/10.3389/fninf.2021.808339Article
Game time: games for the consolidation of grammar and assessment
Lowien, Nathan. 2022. "Game time: games for the consolidation of grammar and assessment." Practical Literacy: the Early and Primary Years. 27 (1), pp. 29-33.Article
Effects of atmosphere on emotions and consumer behaviour at wineries
Sassenberg, Anne-Marie, Sassenberg, Cindy, Sassenberg, Claudia and Heneghan, Maire. 2022. "Effects of atmosphere on emotions and consumer behaviour at wineries." International Journal of Wine Business Research. 34 (4), pp. 523-541. https://doi.org/10.1108/IJWBR-05-2021-0028Article
Distributed sensing based real-time process monitoring of shape memory polymer components
Herath, Madhubhashitha, Emmanuel, Chris, Jeewantha, Janitha, Epaarachchi, Jayantha and Leng, Jinsong. 2022. "Distributed sensing based real-time process monitoring of shape memory polymer components." Journal of Applied Polymer Science. 139 (22). https://doi.org/10.1002/app.52247Article
Calibration of a continuous hydrologic simulation model in the urban Gowrie Creek catchment in Toowoomba, Australia
Brown, I. W., McDougall, K., Alam, Md. Jahangir, Chowdhury, R. and Chadalavada, S.. 2022. "Calibration of a continuous hydrologic simulation model in the urban Gowrie Creek catchment in Toowoomba, Australia." Journal of Hydrology: Regional Studies. 40, pp. 1-16. https://doi.org/10.1016/j.ejrh.2022.101021Article
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
Sixty-five years of forest restoration in Nepal: Lessons learned and way forward
Laudari, Hari Krishna, Aryal, Kishor, Maraseni, Tek, Pariyar, Shiva, Pant, Bashant, Bhattarai, Sushma, Kaini, Tika Raj, Karki, Gyandendra and Marahattha, Anisha. 2022. "Sixty-five years of forest restoration in Nepal: Lessons learned and way forward." Land Use Policy: the international journal covering all aspects of land use. 115. https://doi.org/10.1016/j.landusepol.2022.106033Article
Comparative Approach of Unmanned Aerial Vehicle Restrictions in Controlled Airspaces
McTegg, Stephen, Kurdi, Fayez, Simmons, Shane and Gharineiat, Zahra. 2022. "Comparative Approach of Unmanned Aerial Vehicle Restrictions in Controlled Airspaces." Remote Sensing. 14 (4), pp. 1-30. https://doi.org/10.3390/rs14040822Article
Investigation on the properties of concrete with recycled polyethylene terephthalate (PET) granules as fine aggregate replacement
Eyni Kangavar, Mohammad, Lokuge, Weena, Manalo, Allan, Karunasena, Warna and Frigione, Mariaenrica. 2022. "Investigation on the properties of concrete with recycled polyethylene terephthalate (PET) granules as fine aggregate replacement." Case Studies in Construction Materials. 16, pp. 1-14. https://doi.org/10.1016/j.cscm.2022.e00934Article
Incorporating solution alkalinity into a hydraulic reduction model to account for disaggregation and dispersion
Ali, Aram, Bennett, John McL., Biggs, Andrew J. W. and Marchuk, Alla. 2022. "Incorporating solution alkalinity into a hydraulic reduction model to account for disaggregation and dispersion." Geoderma. 413, pp. 1-11. https://doi.org/10.1016/j.geoderma.2022.115742Article
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
Characteristics and treatment outcomes of children and adolescents accessing treatment in Child and Youth Mental Health Services
Lu, Zhen Qi, de Geus, Hanna, Roest, Sanna, Payne, Leanne, Krishnamoorthy, Govind, Littlewood, Robyn, Hoyland, Margaret, Stathis, Stephen, Bor, William and Middeldorp, Christel. 2022. "Characteristics and treatment outcomes of children and adolescents accessing treatment in Child and Youth Mental Health Services." Early Intervention in Psychiatry. 16 (12), pp. 1297-1308. https://doi.org/10.1111/eip.13275Article
Systematic literature review to identify the critical success factors of the build-to-rent housing model
Abidoye, Rotimi, Ayub, Bilal and Ullah, Fahim. 2022. "Systematic literature review to identify the critical success factors of the build-to-rent housing model." Buildings. 12 (2). https://doi.org/10.3390/buildings12020171Article
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
Exploring self-care practices in foster carers: a qualitative study
Miko, Amy L., Berger, Emily and Krishnamoorthy, Govind. 2023. "Exploring self-care practices in foster carers: a qualitative study." Journal of Public Child Welfare. 17 (2), pp. 333-355. https://doi.org/10.1080/15548732.2022.2027844Article
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
Microneedle Arrays for Drug Delivery and Diagnostics: Toward an Optimized Design, Reliable Insertion, and Penetration
Ebrahiminejad, Vahid, Prewett, Philip D., Davies, Graham J. and Faraji Rad, Zahra. 2022. "Microneedle Arrays for Drug Delivery and Diagnostics: Toward an Optimized Design, Reliable Insertion, and Penetration." Advanced Materials Interfaces. 9 (6), pp. 1-26. https://doi.org/10.1002/admi.202101856Article
Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals
Diykh, Mohammed, Miften, Firas Sabar, Abdulla, Shahab, Deo, Ravinesh C., Siuly, Siuly, Green, Jonathan H. and Oudah, Atheer Y.. 2022. "Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals." Measurement. 190 (110731), pp. 1-13. https://doi.org/10.1016/j.measurement.2022.110731Article
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