Reshaping superannuation practice in Australia using big data analytics

Funding: 2018: $133,798
2019: $138,625
2020: $143,470

Project Member(s): Xu, G.

Funding or Partner Organisation: Australian Research Council (ARC Linkage Projects)
Australian Research Council (ARC Linkage Projects)
Colonial First State Investments Limited (Colonial First State Investment Limited)
Colonial First State Investments Limited (Colonial First State Investment Limited)

Start year: 2018

Publications:

Naseer, A, Rani, M, Naz, S, Razzak, MI, Imran, M & Xu, G 2020, 'RETRACTED ARTICLE: Refining Parkinson’s neurological disorder identification through deep transfer learning', Neural Computing and Applications, vol. 32, no. 3, pp. 839-854.
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Razzak, I, Saris, RA, Blumenstein, M & Xu, G 2020, 'Integrating joint feature selection into subspace learning: A formulation of 2DPCA for outliers robust feature selection', Neural Networks, vol. 121, pp. 441-451.
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Razzak, MI, Imran, M & Xu, G 2020, 'Big data analytics for preventive medicine', Neural Computing and Applications, vol. 32, no. 9, pp. 4417-4451.
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Cao, X, Qiu, B, Li, X, Shi, Z, Xu, G & Xu, J 2019, 'Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data', IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 6, pp. 1867-1880.
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Razzak, I, Blumenstein, M & Xu, G 2019, 'Multiclass Support Matrix Machines by Maximizing the Inter-Class Margin for Single Trial EEG Classification', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, no. 6, pp. 1117-1127.
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Razzak, MI, Imran, M & Xu, G 2019, 'Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks', IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 5, pp. 1911-1919.
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Vo, NNY, He, X, Liu, S & Xu, G 2019, 'Deep learning for decision making and the optimization of socially responsible investments and portfolio', Decision Support Systems, vol. 124, pp. 113097-113097.
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Shu, Y & Xu, G 1970, 'Emotion Recognition from Music Enhanced by Domain Knowledge', PRICAI 2019: Trends in Artificial Intelligence, PACIFIC RIM INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, Springer International Publishing, Yanuca Island, Cuvu, Fiji, pp. 121-134.
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Brownlow, J, Chu, C, Fu, B, Xu, G, Culbert, B & Meng, Q 1970, 'Cost-Sensitive Churn Prediction in Fund Management Services', Database Systems for Advanced Applications (LNCS), International Conference on Database Systems for Advanced Applications, Springer International Publishing, Gold Coast, QLD, Australia, pp. 776-788.
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FOR Codes: Pattern Recognition and Data Mining, Simulation and Modelling, Investment and Risk Management, Information Processing Services (incl. Data Entry and Capture), Application Tools and System Utilities, Modelling and simulation, Knowledge representation and reasoning, Information systems, technologies and services not elsewhere classified

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.